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../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | What are some common challenges faced by healthcare professionals during doctor-patient interactions in Puskesmas settings? | According to the paper "Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia", the primary issue contributing to inefficiency in Puskesmas is the time-consuming nature of doctor-patient interactions. Doctors are required to conduct thorough consultations, w... |
../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | What are some potential benefits of using real-time transcription and summarization tools in ePuskesmas for doctor-patient interactions? | According to the paper "Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia", the primary issue contributing to inefficiency in Puskesmas is the time-consuming nature of doctor-patient interactions. Doctors are required to conduct thorough consultations, w... |
../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | In what ways can AI technologies, such as LLMs, be used to automate tasks and improve the productivity of doctors in Puskesmas? | According to the paper "Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia", the primary issue contributing to inefficiency in Puskesmas is the time-consuming nature of doctor-patient interactions. Doctors are required to conduct thorough consultations, w... |
../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | How does the linguistic diversity of patients in Indonesia affect the efficiency of doctor-patient interactions in Puskesmas settings? | According to the paper "Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia", the primary issue contributing to inefficiency in Puskesmas is the time-consuming nature of doctor-patient interactions. Doctors are required to conduct thorough consultations, w... |
../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | How does the proposed framework utilizing LLMs address the issue of inefficient clinical documentation in ePuskesmas? | The authors propose a solution to address the inefficiency of doctor-patient interactions in Puskesmas, Indonesia's primary health care centers, by leveraging large language models (LLMs). The proposed framework utilizes two LLMs: Whisper for real-time transcription and GPT-3 for summarization. Here is a summary of the... |
../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | Why does the manual entry of information into the ePuskesmas application turn it into a labor-intensive and time-consuming task for healthcare providers, according to the paper? | According to the paper, the manual entry of information into the ePuskesmas application turns it into a labor-intensive and time-consuming task for healthcare providers because they still have to maintain manual records as a copy. This added workload and time required to input data into the ePuskesmas application decre... |
../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | What is the primary issue contributing to inefficiency in Puskesmas, as mentioned in the paper 'Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia'? | According to the paper "Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia", the primary issue contributing to inefficiency in Puskesmas is the time-consuming nature of doctor-patient interactions. Doctors are required to conduct thorough consultations, w... |
../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1.pdf | Using_LLM_for_Real-Time_Transcription_and_Summarization_of
__Doctor-Patient_Interactions_into_ePuskesmas_in_Indonesia_2409.17054v1 | paper | # Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePuskesmas in Indonesia
#### Mansur M. Arief
_Stanford Intelligent Systems Lab_
_Stanford University_
Stanford, USA
ariefm@stanford.edu
#### Azmul Asmar Irfan
_Faculty of Medicine_
_UIN Syarif Hidayatullah_
Jakarta, Indone... | How does the proposed solution align with existing ePuskesmas system requirements, and what modifications may be necessary? | The authors propose a solution to address the inefficiency of doctor-patient interactions in Puskesmas, Indonesia's primary health care centers, by leveraging large language models (LLMs). The proposed framework utilizes two LLMs: Whisper for real-time transcription and GPT-3 for summarization. Here is a summary of the... |
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"../data/Using_LLM_for_Real-Time_Transcription_and_Summarization_of\n__Doctor-Patient_Interactions_i(...TRUNCATED) | "Using_LLM_for_Real-Time_Transcription_and_Summarization_of\n__Doctor-Patient_Interactions_into_ePus(...TRUNCATED) | paper | "# Using LLM for Real-Time Transcription and Summarization of Doctor-Patient Interactions into ePusk(...TRUNCATED) | "What are some potential future directions or extensions for this framework to further improve clini(...TRUNCATED) | "The authors propose a solution to address the inefficiency of doctor-patient interactions in Puskes(...TRUNCATED) |
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