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: 47,193 Bytes
7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 7b35d3b d87d13f 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 | {"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|>What type of model is shown in Figure 4b?</s><|assistant|>The clear resin model</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 project status of this current project?</s><|assistant|>This project was already in progress as part of a Senior design project.</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 were the previous group members of this project?</s><|assistant|>Nikitah Fernandes and Sunayana Pai.</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 silicone valve housing unsuccessful?</s><|assistant|>The housing was 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 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|>To ensure reliability, safety, and efficiency, and to obtain approval from administrations such as the FDA.</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 challenges associated with in vivo experiments on animals or patients?</s><|assistant|>They are typically cost-intensive, especially when 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 in the study?</s><|assistant|>6.74 mL/mmHg for pulmonary venous compliance and 6.74 mL/mmHg is not specified for arterial compliance, but another study used 1 mL/mmHg for the pulmonary 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|>How many times greater is vein compliance compared 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 used in another study for the systemic venous, pulmonary arterial, and systemic arterial chambers?</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 is a pressure reading of 90/60 mmHg indicative of?</s><|assistant|>Hypotension, where there is not enough force of blood against the vessel wall.</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 does this project investigate?</s><|assistant|>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 challenges and limitations of using PyC MHV for rapid prototyping?</s><|assistant|>The high fabrication cost of PyC MHV, costs starting at $3,000, poses challenges and limitations in rapid prototyping.</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 method is used to cut out components of MHVs from PyC?</s><|assistant|>CNC machining, a manufacturing method where pre-programmed computer software is given directions to precisely control a given 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 process is used to create a smooth surface on the MHV device?</s><|assistant|>Vapor depositioning, which involves evaporating the surface of the device.</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 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 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) in the SJSU CardioLab paper?</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 purpose of determining the regurgitant fraction in the SJSU CardioLab paper?</s><|assistant|>To assess 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^2) = Q_RMS (mL/s) / 51.6 * \u0394P (mmHg) / \u03c1 (g/cm^3)</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 lead 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 can happen to a compromised heart valve?</s><|assistant|>It can not close and open properly, leading to stenosis or regurgitation.</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?</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|>How was the valve connected to the base of the monoleaflet mechanical heart valve?</s><|assistant|>It was connected by offsetting the valve and the base 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|>It was changed to reduce friction.</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 all 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 of the paper?</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, but also a large amount of 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 does the streamline show 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 limited portion of the visible spectrum captured by smartphone cameras?</s><|assistant|>approximately 400 to 700 nm</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 key difference between smartphone cameras and spectrophotometers?</s><|assistant|>spectral resolution and the range of the visible spectrum measured</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 enable the fabrication of PADs?</s><|assistant|>It enables rapid fabrication at low cost</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 still needed to be managed in order to enable reliable colorimetric analysis in PADs?</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 address environmental variations?</s><|assistant|>It maintains precision, leveraging AI to interpret subtle color shifts effectively and deliver reliable quantifications.</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 PAD technology on medical testing?</s><|assistant|>It democratizes medical testing, making it feasible to monitor conditions like chronic kidney disease in resource limited 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 significance of PAD technology in the broader field of personalized medicine?</s><|assistant|>It positions this approach as a transformative tool, due to its portability and ease of use combined with the widespread availability of smartphones.</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 method was used to study the flow characteristics of pediatric-sized mechanical heart valves?</s><|assistant|>Computational fluid dynamics (CFD)</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 primary goal of the study?</s><|assistant|>To investigate the effects of valve design on blood flow patterns</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 a supra-annular position for a mechanical heart valve?</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 conditions in pediatric patients that affect mechanical heart valves?</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 result of the supra-annular position of a mechanical heart valve?</s><|assistant|>Enables the placement of a larger 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 happens during forward flow in a bileaflet valve?</s><|assistant|>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 during reverse flow in a bileaflet valve?</s><|assistant|>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 in mechanical heart valves with larger opening angles?</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 adult mechanical valves used in studies instead of pediatric-sized valves?</s><|assistant|>Because 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 one of the leading causes 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.</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 designed to do in the healthcare system?</s><|assistant|>To cover the void in the system by providing diagnosis 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|>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 color change in colorimetric detection determined?</s><|assistant|>visually to determine the creatinine levels.</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 method 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 the purpose of evaluating the performance of the device?</s><|assistant|>Evaluating the performance of the device is essential for evaluating the performance of the device, specifically through 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 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 was administered to the sample in the experiment?</s><|assistant|>25 uL of 1 mg/dL 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 were the null and alternative hypotheses for the T-test?</s><|assistant|>Null hypothesis: \u03bc\u2081 - \u00b5\u2082 = 0, Alternative hypothesis: \u03bc\u2081 - \u00b5\u2082 \u2260 0</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 notable properties of paper-based microfluidic devices?</s><|assistant|>affordability, easy accessibility</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 paper-based microfluidic devices ideal for use?</s><|assistant|>point-of-care sites and research 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 are paper-based microfluidic devices used for?</s><|assistant|>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|>What is the advantage of using multi-channel paper-based microfluidic chips in 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 the drawback of the fabrication process of a single paper-based microfluidic chip?</s><|assistant|>It 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|>Why are microfluidic chips made from expensive materials not desirable for Point of Care (POC) environments with limited resources?</s><|assistant|>Because they require expensive machinery to fabricate</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 developed as an alternative to expensive microfluidic chips?</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|>Why are POC and research settings using the devices mentioned in the text?</s><|assistant|>Due to their 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|>They have multiple fabrications and use factors that can affect a study's deliverables and results or cause a laboratory backup.</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 main focus of the SJSU CardioLab paper?</s><|assistant|>The main focus of the SJSU CardioLab paper is the design and validation of 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 name of the college of engineering where the project was conducted?</s><|assistant|>The project was conducted at the 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|>What is the title of the senior design project II where the paper was submitted?</s><|assistant|>The title of the senior design project II is BME 198B.</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 types of materials are often selected for Mechanical Heart Valves (MHVs)?</s><|assistant|>Durable materials like 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|>Why is careful evaluation of hemodynamic performance necessary for MHVs?</s><|assistant|>The design of MHVs inherently creates regions of high shear stress, which can activate platelets and promote thrombus 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 conditions must simulation setups accurately replicate to effectively evaluate the hemodynamic performance of MHVs?</s><|assistant|>Physiological conditions, including pulsatile flow, pressure, and 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 is the main motivation behind the proposed research in the paper?</s><|assistant|>Understanding thrombus formation near Mechanical Heart Valves (MHVs) is still limited due to inadequacies in current in-vitro testing systems.</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 proposed research aiming to achieve?</s><|assistant|>Developing the ThromboGenicity Tester (TG) to fill the gap in current in-vitro testing systems.</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 the context of the paper?</s><|assistant|>Standardized testing ensures comparability across studies and reduces variability in evaluating thrombogenic potential.</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 system?</s><|assistant|>Its leaflets are perpendicular to the ground when in the open position during clockwise rotation or 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|>How does gravity affect the mechanical heart valve during systole?</s><|assistant|>Gravity does not interfere with valve function 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 benefit of the designed system's configuration?</s><|assistant|>It facilitates straightforward setup procedures, streamlined experimentation protocols, and simplified cleaning processes.</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 main goal 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|>Who advised the authors of this paper?</s><|assistant|>Alessandro Bellofiore P.H.D.</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 issue occurred when importing the MHV model into COMSOL?</s><|assistant|>The opening and closing mechanism of the MHV could not be simulated due to the file being 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|>How was the issue with the MHV model in COMSOL resolved?</s><|assistant|>By manually opening or closing the MHV in SOLIDWORKS, depending on the validation process, and then saving 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|>What change was necessary in the model to simulate a diastolic environment?</s><|assistant|>Changing the inlet and outlet boundaries</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 pressure from the aorta side simulated in the diastolic environment?</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 improvement was observed in the jet flow when comparing the results from the novel trileaflet design to a previous senior project?</s><|assistant|>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 characteristics were observed in the velocity field of the novel trileaflet design?</s><|assistant|>Greater uniformity and alignment with physiological expectations.</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 required for the diastolic phase simulation?</s><|assistant|>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 purpose of designing leaflets' shape and the opening and closure mechanism of the valve in 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 the effect of MHVs on blood due to their mechanical properties compared to tissue and blood?</s><|assistant|>relatively high shear on the 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 type of variables can be configured within the simulation framework?</s><|assistant|>a wide range of variables\u2014such as 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 is the intended purpose of the model according to the text?</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 significance of constant monitoring and early detection in managing a certain disease?</s><|assistant|>It is critical to effectively manage the subject's condition.</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 traditional method used to measure a patient's creatinine concentration?</s><|assistant|>Lab tests using 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|>What is the purpose of calculating estimated glomerular filtration rate (eGFR) values?</s><|assistant|>To assess patient kidney 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 advantage of paper-based microfluidic assays over lateral flow assays?</s><|assistant|>Paper-based microfluidic assays are lower in cost.</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 result of using inkjet printing for microfluidic assay fabrication?</s><|assistant|>Minimal material usage and low-cost 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 the purpose of the diagnostic pad in the LFA device?</s><|assistant|>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 is the purpose of the project described in the paper?</s><|assistant|>Detecting thrombosis onset in microvascular heart valves (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 device used to test thrombogenicity in the project?</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 goal of this research project?</s><|assistant|>To bridge the gap between heart valve sounds and thrombotic events by detecting 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 a tool that can detect thrombosis onset through heart valve sounds?</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 proportion of successful trials supports the rejection of the null hypothesis for clot detection?</s><|assistant|>The observed proportion of successful trials supports rejection of the null hypothesis.</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 25-Minute Tests?</s><|assistant|>These were designed to confirm whether a sound change could 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 is observed in most of the successful trials during 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 can 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 additional digital signal processing techniques enable?</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 is recommended for further testing in the SJSU CardioLab paper?</s><|assistant|>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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