Instructions to use Saicharan21/CardioLab-AI-Model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Saicharan21/CardioLab-AI-Model with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("TinyLlama/TinyLlama-1.1B-Chat-v1.0") model = PeftModel.from_pretrained(base_model, "Saicharan21/CardioLab-AI-Model") - Transformers
How to use Saicharan21/CardioLab-AI-Model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Saicharan21/CardioLab-AI-Model") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Saicharan21/CardioLab-AI-Model", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use Saicharan21/CardioLab-AI-Model with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Saicharan21/CardioLab-AI-Model" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Saicharan21/CardioLab-AI-Model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Saicharan21/CardioLab-AI-Model
- SGLang
How to use Saicharan21/CardioLab-AI-Model with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "Saicharan21/CardioLab-AI-Model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Saicharan21/CardioLab-AI-Model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "Saicharan21/CardioLab-AI-Model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Saicharan21/CardioLab-AI-Model", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Saicharan21/CardioLab-AI-Model with Docker Model Runner:
docker model run hf.co/Saicharan21/CardioLab-AI-Model
File size: 49,108 Bytes
7b35d3b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 | {"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is aortic stenosis?</s><|assistant|>A type of heart valve disease that describes the stiffening of the aortic valve as a result of accumulating calcium deposits in the area.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the primary effect of a stiff and unyielding aortic valve?</s><|assistant|>Disrupting normal blood flow in the heart.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of novel hinge designs in mechanical heart valves?</s><|assistant|>To possibly reduce clotting.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What will be the outcome of having more high-quality research on flow in heart valves?</s><|assistant|>Product designers will be able to identify new valve designs that reduce non-physiological flow, and therefore reduce the risk of clotting.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What will be the result of increased innovation in mechanical heart valves?</s><|assistant|>A greater variety of novel valve geometries will be able to be tested.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Why is the clear resin model not suitable for this application?</s><|assistant|>It requires a high refractive index solution to enable PIV.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was the previous experiment's goal related to the silicone valve housing?</s><|assistant|>to create separate valve and test sections, such that the silicone valve housing would sit in place in the test section</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was the issue with the silicone valve housing in the previous experiment?</s><|assistant|>the housing was overall too flexible to successfully hold leaflets</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was another concern related to the silicone valve housing in the previous experiment?</s><|assistant|>concerns about how the valves would work</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the potential side effects of CAD devices?</s><|assistant|>Hemolysis and thrombosis, which can cause CAD malfunction, injury, and potentially even death.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Why is intense testing necessary for CAD devices?</s><|assistant|>For these devices to be approved by administrations such as the FDA in the US.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What makes in vivo experiments on animals or patients cost-intensive?</s><|assistant|>They are especially cost-intensive when being used to iterate the device being tested.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the compliance values for arterial and pulmonary venous compliance?</s><|assistant|>6.74 mL/mmHg for pulmonary venous compliance and 6.74 mL/mmHg is not the arterial compliance value, but 6.74 mL/mmHg is not the arterial compliance value, but 6.74 mL/mmHg is not the arterial compliance value, the arterial compliance value is not mentioned in this text snippet, but a different study in the article attained compliance by setting a value of \u201c1 mL/mmHg for the pulmonary arterial chamber\u201d which is close to the arterial compliance value. However, in the text, it is stated that another study used 5 mL/mmHg for the systemic arterial chamber.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the ratio of vein compliance to arterial compliance?</s><|assistant|>Vein compliance is roughly 24 times greater than the compliance of arteries.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the compliance values for the systemic venous, pulmonary arterial, and systemic arterial chambers in a different study?</s><|assistant|>10 mL/mmHg for the systemic venous chamber, 1 mL/mmHg for the pulmonary arterial chamber, and 5 mL/mmHg for the systemic arterial chamber.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are a few common causes of low blood pressure?</s><|assistant|>allergic reactions, dehydration, standing up too quickly, or a side effect from a prescription medication</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the potential risk of leaving hypotension untreated in severe cases?</s><|assistant|>death or multi-organ failure</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is valvular heart disease (VHD)?</s><|assistant|>A condition where one or multiple valves of the heart cannot properly function.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are some factors that induce valvular heart disease (VHD)?</s><|assistant|>Infections, old age, or other cardiac-related conditions.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of this project?</s><|assistant|>To investigate the potential use of 3D printed rigid polymeric heart valves.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the advantages of using PyC for heart valves?</s><|assistant|>durability and hemocompatibility, making the material highly effective for long-term use.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the challenge in using PyC for heart valves?</s><|assistant|>the high fabrication cost of PyC MHV, costs starting at $3,000.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What manufacturing methods are used to fabricate MHVs from PyC?</s><|assistant|>CNC machining and vapor depositioning.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What type of filament was used for 3D printing the polycarbonate components?</s><|assistant|>PolyMax PC filament from Polymaker (PC02001)</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was used to prevent the parts from warping during the 3D printing process?</s><|assistant|>Vision Miner Nano Polymer Adhesive</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of calculating the average effective orifice area (EOA)?</s><|assistant|>To evaluate the valve's ability to allow for unimpeded blood flow during systole.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the regurgitant fraction (RF) used to assess in the valve?</s><|assistant|>The valve's ability to prevent backflow during diastole.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the equation used to calculate the effective orifice area (EOA)?</s><|assistant|>EOA (cm\u00b2) = Q RMS (mL/s) / 51.6 \u2206P (mmHg) \u03c1 (g/cm\u00b3)</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are some medical conditions that can contribute to the deterioration of heart valves?</s><|assistant|>Rheumatic disease, endocarditis, and congenital heart valve disease.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What happens to the blood circulation when a heart valve is compromised?</s><|assistant|>Stenosis or regurgitation impair the blood circulation.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is often used as a long-term solution to restore proper valve function and maintain efficient blood flow when a heart valve is damaged?</s><|assistant|>Mechanical heart valves.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What adjustments were made to the valve and base for optimal connection?</s><|assistant|>The valve and base were offset by a few millimeters.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Why was the shape of the rod with the leaflet changed?</s><|assistant|>The rectangular shape produced too much friction, which was later reduced by changing it to a circular shape.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What software was used to create design iterations of the monoleaflet mechanical heart valve?</s><|assistant|>SolidWorks 2023, a professional-grade computer-aided design (CAD) software.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is shown in Figures 17-20?</s><|assistant|>Velocity gradients and streamline of the flow during 70 BPM at 180 PP.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What happens during early systole when the leaflet opens?</s><|assistant|>A large amount of forward flow and regurgitation in the middle of the valve.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is observed in the streamline during early systole?</s><|assistant|>Less vortexes and large amounts of back flow hitting the back of the leaflet.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>According to the CDC, what accounted for 57,937 deaths in 2022?</s><|assistant|>nephritis, nephrotic syndrome, and nephrosis</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What can be used today to quantify color change?</s><|assistant|>A compact smartphone or tablet's camera</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the limitation of smartphone cameras in terms of spectral resolution?</s><|assistant|>Due to their use of RGB filters, with relatively low spectral resolution</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How does thermal printing affect the transfer of reagents to paper substrates in PADs?</s><|assistant|>Thermal printing effectively transfers reagents to paper substrates without the need for liquid dispensing.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the benefits of using thermal printing for fabricating PADs?</s><|assistant|>Thermal printing enables rapid fabrication of PADs at low cost, making it an ideal technique for developing disposable, single use diagnostic devices.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What still needs to be managed in the setup for reliable colorimetric analysis?</s><|assistant|>Interference of extraneous substances.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How does PAD technology maintain precision in the face of environmental variations?</s><|assistant|>It leverages AI to interpret subtle color shifts effectively.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the benefit of using PAD technology in resource-limited settings?</s><|assistant|>It democratizes medical testing, making it feasible to monitor conditions like chronic kidney disease.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the potential impact of PAD technology on the field of personalized medicine?</s><|assistant|>It positions this approach as a transformative tool.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the drawbacks of placing a mechanical heart valve in a supra-annular position?</s><|assistant|>Higher levels of anticoagulant drugs, heart block, reduction of left atrial volume and compliance, compression of the circumflex coronary artery, and aneurysm formation.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are some unique hemodynamic conditions in pediatric patients compared to adults?</s><|assistant|>Higher heart rates and more hemodynamic conditions.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is a consideration important for mechanical heart valves in pediatric patients?</s><|assistant|>The unique flow dynamics in pediatric patients.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What happens to the bileaflet valves during forward flow?</s><|assistant|>They are open and there are two lateral orifice jets on sides of the leaflet facing the wall and a central orifice jet between the leaflets</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What happens to the bileaflet valves during reverse flow?</s><|assistant|>They are closed and there is leakage flow at the hinges and the b-datum plane</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What effect do smaller transverse angles have on shear stresses in mechanical heart valves?</s><|assistant|>Smaller transverse angles produce lower shear stresses.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What happens to wall shear stresses when larger opening angles are used in mechanical heart valves?</s><|assistant|>Increased wall shear stresses.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Why were studies on adult mechanical valves not directly applicable to pediatric-sized valves?</s><|assistant|>They have different hemodynamic conditions and performance.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the leading cause of death in the United States?</s><|assistant|>Chronic Kidney Disease</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the diagnosis process for CKD like for most people?</s><|assistant|>It's not simple and easy for most people to perform or have someone perform for them.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Where are tests to diagnose CKD often conducted?</s><|assistant|>In hospital settings.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the \u03bc PAD device and what problem does it aim to solve?</s><|assistant|>It's an inexpensive and compact device that aims to provide diagnosis tests for patients, covering the void in the system.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the increasing need for in patients with certain conditions?</s><|assistant|>new methods of monitoring the condition that will allow the affected patients to monitor it independently and at their own leisure.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is one of the most used techniques for \u00b5PAD?</s><|assistant|>Colorimetric detection.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How is the colorimetric detection result determined?</s><|assistant|>by the movement of the analyte solution, where it reacts to the specific reagents to produce a color change.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How was the device's effectiveness evaluated?</s><|assistant|>By testing the sensitivity and detection limits of the color change in the device against various saline creatinine solutions and blood samples of known creatinine concentrations.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was developed to simplify the work of future researchers?</s><|assistant|>A method of determining the concentration of creatinine in porcine blood samples.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is essential for evaluating the performance of the device?</s><|assistant|>The concentration of creatinine in porcine blood samples.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the title of the research paper?</s><|assistant|>Characterizing the Growth of Blood Clots Near Mechanical Heart Valves</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What department is the paper from?</s><|assistant|>Biomedical & Chemical Engineering Department, Charles W. Davidson College of Engineering</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Who advised the authors of the paper?</s><|assistant|>Dr. Alessandro Bellofiore</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is Chronic Kidney Disease (CKD) and its impact on health?</s><|assistant|>CKD is a global health problem with increasing prevalence, often leading to kidney failure if undiagnosed.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How is Chronic Kidney Disease (CKD) categorized?</s><|assistant|>It is categorized into stages based on glomerular filtration rate (GFR)</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the progressive nature of Chronic Kidney Disease (CKD)?</s><|assistant|>It is a progressive loss of kidney function over time.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the effect of adding sodium dodecyl sulfate to the reagent in Jaffe creatinine assays?</s><|assistant|>The addition of sodium dodecyl sulfate to the reagent eliminates bilirubin and total protein interference with Jaffe methods.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the impact of exogenous interferences on Jaffe creatinine assays?</s><|assistant|>Exogenous interferences can affect Jaffe creatinine assays, but the addition of sodium dodecyl sulfate to the reagent can eliminate these interferences.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of adding sodium dodecyl sulfate to the reagent in Jaffe creatinine assays?</s><|assistant|>The purpose is to eliminate bilirubin and total protein interference with Jaffe methods, making the assays more accurate.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the state-of-the-art technology that paper-based microfluidic devices have evolved into?</s><|assistant|>affordability, easy accessibility, and notable properties</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What type of settings are paper-based microfluidic devices especially suitable for?</s><|assistant|>research settings conducting diagnostics or reactivity tests</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How do multi-channel paper-based microfluidic chips improve blood diagnostics?</s><|assistant|>They can detect certain elements in blood samples in a more efficient, fast-paced, and cost-effective manner.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is a major drawback of fabricating paper-based microfluidic chips?</s><|assistant|>The fabrication process is lengthy and precise.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What type of microfluidic chips are commonly used as diagnostic tools?</s><|assistant|>Microfluidic chips designed for synthesis</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is a drawback of using expensive materials for microfluidic chips?</s><|assistant|>They require expensive machinery to fabricate into microfluidic chips</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What type of microfluidic devices are suitable for environments with limited resources?</s><|assistant|>Paper-based microfluidic analytical devices</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the advantages of using certain devices in POC and research settings?</s><|assistant|>affordability, characteristics/properties, and fabrication process</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the limitations of these devices in a laboratory setting?</s><|assistant|>multiple fabrications and use factors that can affect a study's deliverables and results</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Why are multiple chips made simultaneously for these devices?</s><|assistant|>to be efficient, stay within the research timeline, and process a myriad of diagnostics chips</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of the study presented in the paper?</s><|assistant|>The study aims to design and validate an in-vitro pulsatile flow environment for blood clot growth characterization near bileaflet MHVs through fluid mechanics.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the key focus of the study in relation to Mechanical Heart Valves (MHVs)?</s><|assistant|>The study focuses on characterizing blood clot growth near bileaflet MHVs.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What type of flow environment is designed and validated in the study?</s><|assistant|>The study designs and validates an in-vitro pulsatile flow environment.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What materials are often selected for the construction of MHVs?</s><|assistant|>Pyrolytic carbon, titanium alloys, and cobalt-chromium alloys</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What can be added to these materials to improve their performance?</s><|assistant|>Coatings to improve hemocompatibility</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of the proposed research in the context of mechanical heart valves (MHVs)?</s><|assistant|>To fill the gap in understanding thrombus formation near MHVs by developing the ThromboGenicity Tester (TG)</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Why is standardized testing important in evaluating thrombogenic potential?</s><|assistant|>It ensures comparability across studies and reduces variability.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is a major concern associated with mechanical heart valves (MHVs)?</s><|assistant|>A high risk of thromboembolism, necessitating lifelong anticoagulant therapy.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How is the mechanical heart valve positioned in the open position during systole?</s><|assistant|>Its leaflets are perpendicular to the ground.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What effect does gravity have on the mechanical heart valve during counterclockwise motion?</s><|assistant|>It aids the closure of the MHV.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What does the designed system ensure for the mechanical heart valve?</s><|assistant|>Physiological orientation.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How many people are diagnosed with heart valve disease each year, according to the Centers for Disease Control?</s><|assistant|>more than 5 million people</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of the novel trileaflet mechanical heart valve designed in this paper?</s><|assistant|>to achieve natural flow</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the title of the paper and the degree of the authors?</s><|assistant|>Design and Evaluation of a Novel Trileaflet Mechanical Heart Valve to Achieve Natural Flow, B.S. Biomedical Engineering</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What issues were encountered when importing the MHV into COMSOL?</s><|assistant|>The issues involved the opening and closing mechanism of the MHV in COMSOL.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Why was it difficult to open or close the MHV in COMSOL?</s><|assistant|>The file was saved as a single part instead of an assembly.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was the solution to the issue in COMSOL?</s><|assistant|>Go back into SOLIDWORKS and manually open or close the MHV, then save the MHV as a file.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How do the leaflets need to be prepared for import into COMSOL?</s><|assistant|>They need to be shut and saved from SOLIDWORKS.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What change is necessary for simulating a diastolic environment in the model?</s><|assistant|>The inlet and outlet boundaries need to be changed.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How can the pressure from the aorta side be simulated in COMSOL?</s><|assistant|>By applying the inlet boundary on the aorta side.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is notable about the simulation outputs of the trileaflet design compared to a previous senior project?</s><|assistant|>Their simulation outputs clearly demonstrate a more well-defined and centered jet flow.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is observed in the flow asymmetries and variability in peak velocity positions?</s><|assistant|>Further refinement and validation are required.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was simulated using a reversed pressure gradient in the diastolic phase?</s><|assistant|>The diastolic phase was simulated using a reversed pressure gradient.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the main goal of the design of mechanical heart valves (MHVs)?</s><|assistant|>to reduce the risk of thrombosis formation</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is a bi-leaflet MHV?</s><|assistant|>the current clinical standard</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are some of the variables that can be configured within the simulation framework?</s><|assistant|>inlet and outlet conditions, velocity profiles, pressure conditions, MHV geometry, and material properties</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was the intended purpose of the model?</s><|assistant|>to serve as a generalized platform for simulating various MHV designs and flow conditions</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the model's foundation intended to provide?</s><|assistant|>a robust foundation for future investigations and iterative design improvements</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of the research paper?</s><|assistant|>To compare lateral flow assay and paper-based microfluidic point of care devices for indicating chronic kidney disease.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the focus of the research?</s><|assistant|>Chronic kidney disease and point of care devices for its indication.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>Who are the authors of the research paper?</s><|assistant|>Morgan Mah, Shivani Konduru, and Shannon Cao.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is a critical aspect of managing a persistent disease that commonly progresses to critical stages without notice?</s><|assistant|>Constant monitoring and early detection is critical.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>How do traditional diagnostic methods measure a patient's creatinine concentration?</s><|assistant|>Using lab tests and a chemical reaction between creatinine and picric acid.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is used to assess patient kidney performance in traditional diagnostic methods?</s><|assistant|>Estimated glomerular filtration rate (eGFR) values.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the advantage of paper-based microfluidic assays over lateral flow assays in terms of cost?</s><|assistant|>Paper-based microfluidic assays are lower in cost due to the methods by which they are created.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the benefit of using inkjet printing for fabricating paper-based microfluidic assays?</s><|assistant|>Inkjet printing allows for multitasking fabrication with minimal material, making the testing low-cost and efficient.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What process is inkjet printing a part of in the context of microfluidic assays?</s><|assistant|>Inkjet printing is a process of microfluidic assay fabrication.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of the alkaline picrate solution in the LFA device?</s><|assistant|>It is used to display colorimetric change and measure creatinine.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are the three components of the microfluidic paper-based analytical device?</s><|assistant|>Filter paper, membrane paper, and a plastic sheet.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the main objective of the project mentioned in the paper?</s><|assistant|>Detecting thrombosis onset in micro-hemodynamic vessels (MHVs) through changes in valve closing sound.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the name of the setup used to test thrombogenicity?</s><|assistant|>Thrombogenicity Tester (TGT)</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of data processing and analysis in the project?</s><|assistant|>To determine detection metrics and sound signature classification.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the goal of this project?</s><|assistant|>To bridge the gap between heart valve sounds and thrombotic events by evaluating the detection of thrombosis onset through changes in mechanical heart valve closing sound.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What would be the benefits of this tool?</s><|assistant|>Earlier detection, reduced reliance on imaging, and potentially reduced patient morbidity and healthcare costs.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the long-term goal of this research?</s><|assistant|>Improving quality of care for patients living with mechanical heart valves.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What does the observed proportion of successful trials suggest about the method for clot detection?</s><|assistant|>It is statistically significant.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the purpose of 25-Minute Tests in the experimental protocols?</s><|assistant|>To confirm whether a sound change can be used as a prompt to terminate a test.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What was observed in most of the successful trials of the 25-Minute Tests?</s><|assistant|>An abrupt amplitude drop or altered waveform envelope corresponding with clot initiation.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What digital signal processing techniques could improve classification accuracy in the SJSU CardioLab paper?</s><|assistant|>Fourier transform, wavelet analysis, and machine learning-based pattern recognition.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What could the tools from digital signal processing enable in the SJSU CardioLab paper?</s><|assistant|>Automated detection and alert systems capable of distinguishing between normal function and various stages of clotting with high specificity.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What kind of testing is recommended in the SJSU CardioLab paper to further validate the results?</s><|assistant|>Testing with larger sample sizes and under varied physiological conditions\u2014including varying flow rates, temperatures, and valve mode.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What PDMS ratio does SJSU CardioLab use in MCL?</s><|assistant|>Sylgard 184 PDMS at 10:1 base to curing agent, cured 48 hours at room temperature for transparent PIV test sections.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are TGT blood sampling times in SJSU CardioLab?</s><|assistant|>Blood sampled at 0, 20, 40, and 60 minutes using Arduino Uno controlled stepper motor with 150mL fresh whole blood.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are normal TAT values in CardioLab TGT?</s><|assistant|>Normal TAT below 8 ng/mL. Above 15 ng/mL is high thrombogenic risk. Measured by Heska Element HT5 analyzer.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What creatinine level indicates CKD in uPAD test?</s><|assistant|>Normal 0.6-1.2 mg/dL. Borderline 1.2-1.5. Stage 2 CKD above 1.5 mg/dL using Jaffe reaction with picric acid.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What heart valve does SJSU CardioLab use?</s><|assistant|>27mm St. Jude Medical Regent bileaflet MHV at 70 bpm and 5 L/min cardiac output in Mock Circulatory Loop.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What PIV laser does CardioLab use?</s><|assistant|>Time-resolved PIV with green laser 532nm for flow visualization inside Mock Circulatory Loop test sections.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is normal wall shear stress in CardioLab PIV?</s><|assistant|>Normal below 5 Pa. Between 5-10 Pa needs monitoring. Above 10 Pa is high thrombogenic risk threshold.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What equipment is in SJSU CardioLab TGT?</s><|assistant|>Arduino Uno, stepper motor, motor driver, 48V power supply for controlled rotation during blood thrombogenicity testing.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is Jaffe reaction in CardioLab CKD research?</s><|assistant|>Creatinine reacts with picric acid producing orange-red color proportional to concentration. RGB values from uPAD photos calculate creatinine mg/dL.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are three research pillars of SJSU CardioLab?</s><|assistant|>Pillar 1 MHV: MCL PIV TGT. Pillar 2 CKD: microfluidic uPADs Jaffe reaction. Pillar 3 FSI: COMSOL simulations.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What COMSOL method does CardioLab use?</s><|assistant|>Arbitrary Lagrangian-Eulerian ALE mesh for FSI. Blood modeled at 1060 kg/m3 and 0.0035 Pa.s viscosity.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What hematology analyzer does CardioLab use?</s><|assistant|>Heska Element HT5 hematology analyzer for TAT PF1.2 free hemoglobin and platelet count in TGT experiments.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What are normal PF1.2 values in TGT?</s><|assistant|>Normal Prothrombin Fragment 1.2 below 2.0 nmol/L. Elevated values mean increased thrombin generation and thrombogenic risk.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What tubing is in CardioLab MCL?</s><|assistant|>Tygon flexible tubing connects pump test sections and flow components in the cardiovascular simulation system.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What cardiac output is used in CardioLab MCL?</s><|assistant|>70 bpm and 5 L/min cardiac output at 80-120 mmHg blood pressure to simulate physiological heart conditions.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What does CardioLab uPAD measure?</s><|assistant|>Creatinine concentration using Jaffe colorimetric reaction. RGB from detection zone calculates creatinine mg/dL for CKD staging.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is thrombogenicity and how does CardioLab measure it?</s><|assistant|>Blood clotting tendency. Measured by exposing blood to MHV in TGT device and measuring TAT PF1.2 hemoglobin platelets at 0 20 40 60 minutes.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is normal free hemoglobin in TGT?</s><|assistant|>Normal free hemoglobin below 20 mg/L. Above 50 mg/L indicates significant hemolysis during mechanical heart valve testing.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is normal platelet count in CardioLab TGT?</s><|assistant|>Normal platelets above 150 thousand per microliter. Below 150 indicates platelet activation and thrombogenic risk.</s>"}
{"text": "<|system|>You are CardioLab AI for SJSU Biomedical Engineering. Expert in MCL PIV TGT uPAD CKD FSI mechanical heart valves.</s><|user|>What is the MCL flow loop material?</s><|assistant|>Sylgard 184 PDMS transparent silicone sections with Tygon tubing. Blood analog is glycerin water mixture or porcine blood.</s>"}
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