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Dermatology/

Generative AI/

Imaging/Radiology/

Ophthalmology/

Pathology

Advancing Multimodal Medical Capabilities of Gemini

Lin Yang, Shawn Xu, Andrew Sellergren,Shekoofeh Azizi, Daniel Golden, et al.

May 06, 2024

Generative AI/

LLM

OpenBioLLM-8B: A State-of-the-Art Open Source Biomedical Large Language Model

Ankit Pal (Aaditya Ura)

April 23, 2024

General/

Generative AI/

LLM

Capabilities of Gemini Models in Medicine (Med- Gemini)

Khaled Saab, Tao Tu, Alan Karthikesalingam and Vivek Natarajan, et al.

April 29, 2024

Generative AI/

LLM

Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare

Emre Can Acikgoz, Osman Batur İnce, Rayene Bench, Arda Anıl Boz, İlker Kesen, Aykut Erdem, Erkut Erdem

April 25, 2024

General

Randomised controlled trials evaluating artificial intelligence in clinical practice: a scoping review

Ryan Han,Julián N Acosta,Zahra Shakeri, John P A Ioannidis, Prof Eric J Topol, Pranav Rajpurkar

May 01, 2024

Cancer/

General/

Generative AI/

LLM

PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models(OncoLLM)

Shashi Kant Gupta, Aditya Basu, Yanshan Wang, Hrituraj Singh, et al.

April 23, 2024

General/

Generative AI

Artificial Intelligence in Healthcare: 2023 Year in Review

45 minutes to read

February 29, 2024

Cardiology

A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression

Evangelos K. Oikonomou; Gregory Holste; David Ouyang; Rohan Khera, et al.

April 06, 2024

General/

Generative AI/

LLM

Foresight—a generative pretrained transformer for modelling of patient timelines using electronic health records: a retrospective modelling study

Zeljko Kraljevic, MSc Dan Bean, PhD Anthony Shek, PhD Rebecca Bendayan, PhD Prof Harry Hemingway, PhD Joshua Au Yeung, MBBS et al.

April 01, 2024

Imaging/Radiology

Heterogeneity and predictors of the effects of AI assistance on radiologists

Feiyang Yu, Alex Moehring, Oishi Banerjee, Tobias Salz, Nikhil Agarwal & Pranav Rajpurkar

March 19, 2024

General/

LLM

BioMedLM : A 2.7B parameter language model trained on biomedical literature.

30 minutes to read

Elliot Bolton,David Hall,Michihiro Yasunaga,Tony Lee,Chris Manning and Percy Liang et al.

March 27, 2024

LLM

Polaris: A Safety-focused LLM Constellation Architecture for Healthcare

Subhabrata Mukherjee, Paul Gamble,Saad Godil, Alex Miller, et al.

March 20, 2024

General/

LLM

Systematic analysis of ChatGPT, Google search and Llama 2 for clinical decision support tasks

Sarah Sandmann, Sarah Riepenhausen, Lucas Plagwitz & Julian Varghese

March 06, 2024

Critical Care

Individualized Treatment Effects of Oxygen Targets in Mechanically Ventilated Critically Ill Adults

45 minutes to read

Kevin G. Buell; Alexandra B. Spicer; Jonathan D. Casey; et al

March 19, 2024

Cardiology/

General

Predicting hypertension control using machine learning

Thomas Mroz ,Michael Griffin,Richard Cartabuke,Luke Laffin,Giavanna Russo-Alvarez,George Thomas,Nicholas Smedira,Thad Meese,Michael Shost,Ghaith Habboub

March 20, 2024

Generative AI/

Pathology

Towards a general-purpose foundation model for computational pathology

45 minutes to read

Richard J. Chen, Tong Ding, Ming Y. Lu, Drew F. K. Williamson, Guillaume Jaume, Andrew H. Song, Bowen Chen, Andrew Zhang, Daniel Shao, Muhammad Shaban, Mane Williams, Lukas Oldenburg, Luca L. Weishaupt, Judy J. Wang, Anurag Vaidya, Long Phi Le, Georg Gerber, Sharifa Sahai, Walt Williams & Faisal Mahmood

March 19, 2024

Cancer/

General

Health Care Cost Reductions with Machine Learning–Directed Evaluations during Radiation Therapy — An Economic Analysis of a Randomized Controlled Study

45 minutes to read

Divya Natesan, Eric L. Eisenstein, and Julian C. Hong

March 15, 2024

Generative AI/

Pathology

A visual-language foundation model for computational pathology

45 minutes to read

Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Richard J. Chen, Ivy Liang, Tong Ding, Guillaume Jaume, Igor Odintsov, Long Phi Le, Georg Gerber, Anil V. Parwani, Andrew Zhang & Faisal Mahmood

March 19, 2024

General/

Generative AI/

LLM

Generative Artificial Intelligence to Transform Inpatient Discharge Summaries to Patient-Friendly Language and Format

45 minutes to read

Jonah Zaretsky, MD1; Jeong Min Kim; Samuel Baskharoun; Yunan Zhao; Jonathan Austrian; Yindalon Aphinyanaphongs; Ravi Gupta; Saul B. Blecker; Jonah Feldman, MD

March 11, 2024

Course/

General

HELLOAI PROGRAM 2023

EIT Health,GE HealthCare, KTH and LEITAT.

General/

Generative AI/

LLM

Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People

45 minutes to read

XidongWang ,NuoChen ,JunyingChen ,YanHu ,Yidong Wang Xiangbo Wu ,Anningzhe Gao ,Xiang Wan ,Haizhou Li ,Benyou Wang

March 06, 2024

Generative AI/

Imaging/Radiology/

LLM

Multimodal Healthcare AI:Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology

45 minutes to read

Nur Yildirim, Hannah Richardson, Anja Thieme,et al.

February 24, 2024

General/

Generative AI/

LLM

Ambient Artificial Intelligence Scribes to Alleviate the Burden of Clinical Documentation

45 minutes to read

Aaron A. Tierney, PhD, Gregg Gayre, MD, Brian Hoberman, MD, MBA, Britt Mattern, MBA, Manuel Ballesca, MD, Patricia Kipnis, PhD, Vincent Liu, MD, MS, and Kristine Lee, MD

February 21, 2024

General/

Generative AI/

LLM

Adapted large language models can outperform medical experts in clinical text summarization

45 minutes to read

Dave Van Veen, Cara Van Uden, John Pauly & Akshay S. Chaudhari ,et al.

February 27, 2024

Course/

General

Artificial and Augmented Intelligence in Health Care (AMA CME Course)

American Medical Association

General/

LLM

Almanac — Retrieval-Augmented Language Models for Clinical Medicine

45 minutes to read

Cyril Zakka, M.D., Rohan Shad, M.D. and William Hiesinger, M.D.,et al.

January 25, 2024

Generative AI/

LLM

MOTOR: A Time-to-event foundation model for structured medical records

Ethan Steinberg, Jason Fries, Yizhe Xu, Nigam Shah

December 05, 2023

General/

Generative AI/

LLM

How well do LLMs cite relevant medical references? An evaluation framework and analyses

45 minutes to read

Kevin Wu, Eric Wu, Ally Casasola, Angela Zhang1, Kevin Wei, Teresa Nguyen, Sith Riantawan, Patricia Shi, Daniel Ho,James Zou

February 03, 2024

Book/

Surgery

Artificial Intelligence in Urology

Andrew J Hung MD (Editor)

February 01, 2024

Journal

JMIR AI

Generative AI/

Imaging/Radiology

Segment anything in medical images (MedSAM Foundation Model)

45 minutes to read

Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You & Bo Wang

January 22, 2024

General/

LLM

Towards Conversational Diagnostic AI (AMIE)

45 minutes to read

Tao Tu, Anil Palepu,Alan Karthikesalingam, Vivek Natarajan, et al.

January 11, 2024

General/

LLM

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

45 minutes to read

Scott L. Fleming, Alejandro Lozano, William J. Haberkorn, Jenelle A. Jindal, Eduardo P. Reis, Rahul Thapa, Louis Blankemeier, Julian Z. Genkins, Ethan Steinberg, Ashwin Nayak, Birju S. Patel, Chia-Chun Chiang, Alison Callahan, Zepeng Huo, Sergios Gatidis, Scott J. Adams, Oluseyi Fayanju, Shreya J. Shah, Thomas Savage, Ethan Goh, Akshay S. Chaudhari, Nima Aghaeepour, Christopher Sharp, Michael A. Pfeffer, Percy Liang, Jonathan H. Chen, Keith E. Morse, Emma P. Brunskill, Jason A. Fries, Nigam H. Shah

December 24, 2023

General/

LLM

EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models

45 minutes to read

Michael Wornow, Rahul Thapa, Ethan Steinberg, Jason A. Fries, Nigam H. Shah

December 12, 2023

General/

LLM

HumanELY: Human evaluation of LLM yield, using a novel web-based evaluation tool

45 minutes to read

Raghav Awasthi, Shreya Mishra, Dwarikanath Mahapatra, Ashish Khanna, Kamal Maheshwari, Jacek Cywinski, Frank Papay, Piyush Mathur

December 30, 2023

Imaging/Radiology/

LLM

MAIRA-1: A specialised large multimodal model for radiology report generation

45 minutes to read

Stephanie L. Hyland, Shruthi Bannur, Ozan Oktay, Javier Alvarez-Valle, et al.

November 22, 2023

General

Development Pipeline and Geographic Representation of Trials for Artificial Intelligence/Machine Learning–Enabled Medical Devices (2010 to 2023)

45 minutes to read

Miquel Serra-Burriel, Ph.D. , Luca Locher, B.Sc. , and Kerstin N. Vokinger, M.D., J.D., Ph.D.

November 09, 2023

Journal

NEJM AI

NEJM: Various

General/

LLM

Can Generalist Foundation Models Outcompete Special-Purpose Tuning?Case Study in Medicine

45 minutes to read

Harsha Nori, Yin Tat Lee, Chris White, and Eric Horvitz,et al.

November 28, 2023

LLM/

Pathology

Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling (Phikon)

45 minutes to read

Alexandre Filiot, Ridouane Ghermi, Antoine Olivier, Paul Jacob, Lucas Fidon, Alice Mac Kain, Charlie Saillard, Jean-Baptiste Schiratti

September 14, 2023

Gastroenterology

Artificial intelligence for colorectal neoplasia detection during colonoscopy: a systematic review and meta-analysis of randomized clinical trials

45 minutes to read

Shenghan Lou, Fenqi Du , Wenjie Song, Yixiu Xia, Xinyu Yue, Da Yang ,et al.

November 29, 2023

General/

LLM

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

45 minutes to read

Zeming Chen, Alejandro Hernández Cano, Antoine Bosselut, et al.

November 27, 2023

General

Transformer-DeID: Deidentification of free-text clinical notes with transformers

45 minutes to read

Callandra Moore , Lucas Bulgarelli , Tom Pollard , Alistair Johnson

November 02, 2023

Book

Translational Application of Artificial Intelligence in Healthcare

Edited By Sandeep Reddy

November 20, 2023

General

Characterizing the Clinical Adoption of Medical AI Devices through U.S. Insurance Claims

45 minutes to read

Kevin Wu , Eric Wu , James Zou et al.

November 09, 2023

General/

LLM

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

45 minutes to read

Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, Tristan Naumann, Hoifung Poon, Jianfeng Gao

June 01, 2023

Book

No-Code Data Science

David Patrishkoff, Robert E Hoyt

October 30, 2023

Book

Intelligence-Based Cardiology and Cardiac Surgery

Anthony C Chang, Alfonso Limon, Robert Brisk, Francisco Lopez- Jimenez, Louise Y Sun

September 01, 2023

General/

LLM

ALPACARE: INSTRUCTION-TUNED LARGE LANGUAGE MODELS FOR MEDICAL APPLICATION

45 minutes to read

Xinlu Zhang,Chenxin Tian,Xianjun Yang,Lichang Chen,Zekun Li,Linda Ruth Petzold

October 23, 2023

General/

LLM

Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding

45 minutes to read

Augustin Toma, Patrick R. Lawler, Jimmy Ba, Rahul G. Krishnan, Barry B. Rubin, Bo Wang

August 17, 2023

General/

LLM

Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI

45 minutes to read

Mahyar Abbasian, Elahe Khatibi, Yanshan Wang, and Amir M. Rahmani

September 21, 2023

General

APPRAISE-AI Tool for Quantitative Evaluation of AI Studies for Clinical Decision Support

45 minutes to read

Jethro C. C. Kwong, MD, Adree Khondker, MD, Muhammad Mamdani, Alistair E. W. Johnson, et al.

September 25, 2023

Book

Clinical Applications of Artificial Intelligence in Real-World Data

Folkert W. Asselbergs, Spiros Denaxas , Daniel L. Oberski , Jason H. Moore

November 27, 2023

General/

LLM

A Study of Generative Large Language Model for Medical Research and Healthcare (GatortronGPT)

45 minutes to read

Cheng Peng, Xi Yang, Aokun Chen, Jiang Bian, Yonghui Wu, et al.

May 22, 2023

LLM/

Pathology

Virchow: A million-slide digital pathology foundation model

45 minutes to read

Eugene Vorontsov, Alican Bozkurt, Brandon Rothrock,Thomas J. Fuchs et al.

September 15, 2023

Book/

General/

Imaging/Radiology

Medical Image Analysis

Alejandro Frangi, Jerry Prince, Milan Sonka

September 29, 2023

General/

LLM/

Ophthalmology

A foundation model for generalizable disease detection from retinal images(RETFound)

45 minutes to read

Zhou, Y., Chia, M.A., Wagner, S.K. et al.

September 13, 2023

General/

LLM

Large Language Models Vote: Prompting for Rare Disease Identification

45 minutes to read

David Oniani ,Jordan Hilsman ,Hang Dong , Fengyi Gao , Shiven Verma, Yanshan Wang

August 24, 2023

General

The landscape of biomedical research

30 minutes to read

Rita González-Márquez, Luca Schmidt, Benjamin M. Schmidt, Philipp Berens, Dmitry Kobak

May 25, 2023

LLM/

Pathology

A visual–language foundation model for pathology image analysis using medical Twitter

45 minutes to read

Zhi Huang, Federico Bianchi, Mert Yuksekgonul, Thomas J. Montine & James Zou

August 17, 2023

General/

LLM

The shaky foundations of large language models and foundation models for electronic health records

45 minutes to read

Michael Wornow, Yizhe Xu, Rahul Thapa, Birju Patel, Ethan Steinberg, Scott Fleming, Michael A. Pfeffer, Jason Fries & Nigam H. Shah

July 29, 2023

Cancer/

Dermatology

A reinforcement learning model for AI-based decision support in skin cancer

45 minutes to read

Catarina Barata, Veronica Rotemberg, Iris Zalaudek & Harald Kittler ,et al.

July 28, 2023

General/

LLM

Med-HALT: Medical Domain Hallucination Test for Large Language Models

45 minutes to read

Logesh Kumar Umapathi, Ankit Pal, Malaikannan Sankarasubbu

July 28, 2023

General/

LLM

Med-Flamingo: a Multimodal Medical Few-shot Learner

45 minutes to read

Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Cyril Zakka, Yash Dalmia, Eduardo Pontes Reis, Pranav Rajpurkar, Jure Leskovec

July 27, 2023

General/

LLM

Ethical AI is all we need!!

45 minutes to read

Shreya Mishra, Raghav Awasthi,Anya Mathur, Harshit Mishra and Piyush Mathur

July 14, 2023

General/

LLM

Towards Generalist Biomedical AI: Med-PaLM Multimodal(Med-PaLM M)

45 minutes to read

Danny Driess, Alan Karthikesalingam, and Vivek Natarajan, et al.

July 26, 2023

Critical Care

Clinical benefit of AI-assisted lung ultrasound in a resource-limited intensive care unit

30 minutes to read

Phung Tran Huy Nhat, Nguyen Van Hao, VITAL Consortium & Alberto Gomez,et al.

July 01, 2023

Gastroenterology

Small bowel capsule endoscopy examination and open access database with artificial intelligence: The SEE‐artificial intelligence project

45 minutes to read

Akihito Yokote, Junji Umeno, and Takehiro Torisu, et al.

June 22, 2023

General

Federated benchmarking of medical artificial intelligence with MedPerf

45 minutes to read

Alexandros Karargyris , Renato Umeton,Peter Mattson, et al.

April 06, 2023

Anesthesiology/

Surgery

Development and Validation of a Machine Learning Model to Identify Patients Before Surgery at High Risk for Postoperative Adverse Events

45 minutes to read

Aman Mahajan, Stephen Esper, Oscar C. Marroquin, et al.

July 07, 2023

Journal

DIGITAL HEALTH

Sage Journals

General/

LLM

Managing the Infodemic: Leveraging Deep Learning to Evaluate the Maturity Level of AI-Based COVID-19 Publications for Knowledge Surveillance and Decision Support

30 minutes to read

Raghav Awasthi, Aditya Nagori, Shreya Mishra, Anya Mathur, Piyush Mathur, Bouchra Nasri

June 27, 2023

General

Bias in artificial intelligence algorithms and recommendations for mitigation

30 minutes to read

Lama H. Nazer , Razan Zatarah, Shai Waldrip, Janny Xue Chen Ke, Mira Moukheiber, Ashish K. Khanna, Rachel S. Hicklen, Lama Moukheiber, Dana Moukheiber, Haobo Ma, Piyush Mathur

June 22, 2023

General/

LLM

Accelerating the integration of ChatGPT and other large-scale AI models into biomedical research and healthcare

45 minutes to read

Ding-Qiao Wang, Long-Yu Feng, Jin-Guo Ye, Jin-Gen Zou, Ying-Feng Zheng

May 17, 2023

General

Health system-scale language models are all-purpose prediction engines(NYUtron)

45 minutes to read

Lavender Yao Jiang, Xujin Chris Liu, Kyunghyun Cho ,Eric Karl Oermann,et al.

June 07, 2023

Book/

LLM

Bing Copilot and Other LLM: Revolutionizing Healthcare With AI

Harvey Castro

April 06, 2023

Book/

LLM

The AI Revolution in Medicine: GPT-4 and Beyond

Peter Lee , Carey Goldberg , Isaac Kohane

May 06, 2023

General

More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA

30 minutes to read

David Lyell, Ying Wang, Enrico Coiera, Farah Magrabi

April 18, 2023

General/

LLM

Foundation models for generalist medical artificial intelligence

30 minutes to read

Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad, Harlan M. Krumholz, Jure Leskovec, Eric J. Topol & Pranav Rajpurkar

April 12, 2023

Cardiology

Blinded, randomized trial of sonographer versus AI cardiac function assessment

45 minutes to read

Bryan He, Alan C. Kwan, Jae Hyung Cho, Neal Yuan, Charles Pollick, Takahiro Shiota, Joseph Ebinger, Natalie A. Bello, Janet Wei, Kiranbir Josan, Grant Duffy, Melvin Jujjavarapu, Robert Siegel, Susan Cheng, James Y. Zou & David Ouyang

April 05, 2023

Anesthesiology/

Surgery

Artificial Intelligence for Perioperative Medicine: Perioperative Intelligence

30 minutes to read

Maheshwari, Kamal ; Cywinski, Jacek B. ; Papay, Frank ; Khanna, Ashish K. ; Mathur, Piyush

April 01, 2023

General

Common statistical concepts in the supervised Machine Learning arena

45 minutes to read

Hooman H. Rashidi, Samer Albahra, Scott Robertson, Nam K. Tran and Bo Hu

February 14, 2023

General

Artificial Intelligence in Healthcare: 2022 Year in Review

Mishra, S., R. Awasthi, J. Cywinski, A. Khanna, K. Maheshwari, A. Naylor, N. Abdallah, C. Weight, A. Bhattacharyya, A. Khare, G. Singh, S. Reddy, J. Cha, A. Anand, H. Nguyen, A. Tandon, J. Lee, N. Farrokhian, S. Sharma, A. Khosla, A. Ozair, R. Gullapalli, A. Guha, A. Bur, S. Chawla, T. Vachon, S. Segal, A. Tiwari, M. Ahluwalia, F. Papay and P. Mathur

March 03, 2023

Course

AI for Medicine Specialization: DeepLearning.Ai

Pranav Rajpurkar,et al.

Imaging/Radiology

Multicentre external validation of a commercial artificial intelligence software to analyse chest radiographs in health screening environments with low disease prevalence

45 minutes to read

Cherry Kim, Zepa Yang, Seong Ho Park, Sung Ho Hwang, Yu-Whan Oh, Eun-Young Kang & Hwan Seok Yong

January 10, 2023

General/

LLM

Quantitative and Qualitative evaluation of the recent Artificial Intelligence in Healthcare publications using Deep-Learning

30 minutes to read

Raghav Awasthi, Shreya Mishra, Jacek B Cywinski, Kamal Maheshwari, Ashish K Khanna, Francis A. Papay, Piyush Mathur

January 04, 2023

General/

LLM

Large Language Models Encode Clinical Knowledge(MedPALM)

30 minutes to read

Karan Singhal, Shekoofeh Azizi, Alan Karthikesalingam, and Vivek Natarajan ,et al.

December 26, 2022

Imaging/Radiology

MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

45 minutes to read

Zifeng Wang,Zhenbang Wu, DineshAgarwal,JimengSun

December 07, 2022

Book

AI in Clinical Medicine: A Practical Guide for Healthcare Professionals

Michael F. Byrne (Editor), Nasim Parsa (Co-Editor)

February 01, 2023

Gastroenterology

Assessment of the Role of Artificial Intelligence in the Association Between Time of Day and Colonoscopy Quality

30 minutes to read

Zihua Lu; Lihui Zhang; Liwen Yao; et al

January 31, 2023