Awesome Medical LLM
1.0.0
Repositori ini berisi kumpulan sumber daya dan makalah tentang model bahasa besar AI medis, AI medis umum (GMAI) .
[17 Juli 2023] Model bahasa besar dalam kedokteran
Arun James Thirunavukarasu, Darren Shu Jeng Ting, Kabilan Elangovan, Laura Gutierrez, Ting Fang Tan & Daniel Shu Wei Ting
Obat alam [kertas]
[29 Juli 2023] Yayasan goyah model bahasa besar dan model dasar untuk catatan kesehatan elektronik
Michael Wornow, Yizhe Xu, Rahul Thapa, Birju Patel, Ethan Steinberg, Scott Fleming, Michael A. Pfeffer, Jason Fries & Nigam H. Shah
NPJ Digital Medicine [kertas]
Menuju AI diagnostik percakapan
Tao Tu, Anil Palepu, Mike Schaekermann, Khaled Saab, Jan Freyberg, Ryutaro Tanno, Amy Wang, Brenna Li, Mohamed Amin, Nenad Tomasev, Shekoofeh Azizi, Karan Singhal, Yong Cheng, Le Hou, Albert Webson, Kavita Kulkarni, S Sara Mahdavi, Christopher Semtur, Juraj Gottweis, Joelle Barral, Katherine Chou, Greg S Corrado, Yossi Matias, Alan Karthikesalingam, Vivek Natarajan
Arxiv [kertas]
11 Jan 2024
Menuju AI Biomedis Generalis
Tao Tu, Shekoofeh Azizi, Danny Driess, Mike Schaekermann, Mohamed Amin, Pi-Chuan Chang, Andrew Carroll, Chuck Lau, Ryutaro Tanno, Ira Ktena, Basil Mustafa, Aakanksha Chowdhery, Yun Liu, Simon Khlbl, Aakanksha, Yun Liu, Simon Knbl, Aakanksha, Yun Liu, Simon Knblfield, Simon Knblfield, Simon Knblfield, Simon Kaprield, Aakanksha, Yun Liu, Yun Liu, Simon Knbl, Simon, Simon, Simon, Simon, Simon, Simon, Simon, Wong, Sunny Virmani, Christopher Semturs, S Sara Mahdavi, Bradley Green, Ewa Dominowska, Blaise Aguera y Arcas, Joelle Barral, Dale Webster, Greg S. Corrado, Yossi Matias, Karan Singhal, Pete Florence, Alan Karthikesalingam, Vivek Natarajan Google Research, Google Deepmind
Arxiv [kertas]
26 Jul 2023
** Towards Expert-Level Medical Question Answering with Large Language Models** Karan Singhal, Tao Tu, Juraj Gottweis, Rory Sayres, Ellery Wulczyn1, Le Hou, Kevin Clark, Stephen Pfohl, Heather Cole-Lewis, Darlene Neal, Mike Schaekermann, Amy Wang, Mohamed Amin, Sami Lachgar, Philip Mansfield, Sushant Prakash, Bradley Green, Ewa Dominowska, Blaise Aguera y Arcas, Nenad Tomasev, Yun Liu, Renee Wong, Christopher Semturs, S. Sara Mahdavi, Joelle Barral, Dale Webster, Greg S. Corrado, Yossi Matias, Shekoofeh Azizi, Alan Karthikesalingam and Vivek Natarajan
Arxiv [kertas]
16 Mei 2023
Model bahasa besar menyandikan pengetahuan klinis
Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Perry Payne, Martin Seneviratne, Paul Gamble, Chrisly, Abria, Abria, Abria, Martin Seneviratne, Paul Gamble, Chris Kellell Aakanksha Chowdhery, Philip Mansfield, Dina Demner-Fushman, Blaise Agüera y Arcas, Dale Webster, Greg S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, Alvin Rajkomar, Joelle Barral, Christopher Semturs, Alan Karthikesalingam & Vivek Natarajan
Alam [kertas]
12 Juli 2023
Model bahasa skala sistem kesehatan adalah mesin prediksi serba guna
Lavender Yao Jiang, Xujin Chris Liu, Nima Pour Nejatian, Mustafa Nasir-Moin, Duo Wang, Anas Abidin, Kevin Eaton, Howard Antony Riina, Ilya Laufer, Paawan Punjabi, Madeline Miceli, Nora C. Kim, Cordelia Orillac, Zane Schnurman, Christopher Livia, Hannah Weiss, David Kurland, Sean Neifert, Yosef Dastagirzada, Douglas Kondziolka, Alexander TM Cheung, Grace Yang, Ming Cao, Mona Flores, Anthony B. Costa, Yindalon Aphinyanaphong, Kyunghyun Cho & Eric Karl Oermann
Alam [kertas]
07 Juni 2023
Model Bahasa untuk Tugas Prediktif Medis
Fernando Chirigati
Ilmu Komputasi Alam [Kertas]
20 Juli 2023
Radiologi-llama2: Model bahasa besar terbaik di kelasnya untuk radiologi
Zhengliang Liu, Yiwei Li, Peng Shu, Aoxiao Zhong, Longtao Yang, Chao Ju, Zihao Wu, Chong Ma, Jie Luo, Cheng Chen, Sekeun Kim, Jiang Hu, Haixing Dai, Lin Zhao, Dajiang Zhu, Jun Liu, Wei Liu, Dinggang Shen, Tianming Liu, Quanzheng Li, Xiang Li
arxiv [kertas]
29 Agustus 2023
Meditron-70b: Menskalakan pretraining medis untuk model bahasa besar zeming chen, alejandro hernández cano, angelika romanou, bonnet antoine, kyle matoba, francesco salvi, pagliardini, simin, dan köpf, amirkeoza, amirkion simin, dan köpf, amireiva, dan amireiva, dan AmireVan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amireiva, dan Amirkfan, dan Amireiva, dan AmireVan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amirkfan, dan Amire. Sakhaeirad, Vinitra Swamy, Igor Krawczuk, Deniz Bayazit, Axel Marmet, Syrielle Montariol, Mary-Anne Hartley, Martin Jaggi, Antoine Bosselut
arxiv [kertas]
27 Nov 2023
Model Yayasan untuk Kecerdasan Buatan Medis Generalis
Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad, Harlan M. Krumholz, Jure Leskovec, Eric J. Topol & Pranav Rajpurkar
Alam [kertas]
12 April 2023
Apakah kita masih membutuhkan model bahasa klinis?
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair Johnson, Emily Alsentzer
Arxiv [kertas]
16 Feb 2023
Karena QA medis didasarkan pada ujian lisensi medis seperti USMLE, diantisipasi bahwa mencetak di atas 60% menandakan mencapai tingkat dokter umum. Ada harapan bahwa AI ini akan dapat menggantikan tugas pada tingkat dokter umum.
Medqa [PapersWithCode]
Mimic-CXR [PapersWithCode]
