Title
Benefits and Harms of Large Language Models in Digital Mental Health Munmun De Choudhury Sachin R. Pendse Neha Kumar LM&MA AI4MH 22 41 0 07 Nov 2023
An Interdisciplinary Outlook on Large Language Models for Scientific Research James Boyko Joseph Cohen Nathan Fox Maria Han Veiga Jennifer I-Hsiu Li ... Andreas H. Rauch Kenneth N. Reid Soumi Tribedi Anastasia Visheratina Xin Xie 36 17 0 03 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 41 13 0 03 Nov 2023
Generating Medical Prescriptions with Conditional Transformer Samuel Belkadi Nicolo Micheletti Lifeng Han Warren Del-Pinto Goran Nenadic MedIm 27 5 0 30 Oct 2023
The Impact of Performance Expectancy, Workload, Risk, and Satisfaction on Trust in ChatGPT: Cross-sectional Survey Analysis Hamid Shamszare Avishek Choudhury 49 12 0 20 Oct 2023
Safe RLHF: Safe Reinforcement Learning from Human Feedback Josef Dai Xuehai Pan Ruiyang Sun Jiaming Ji Xinbo Xu Mickel Liu Yizhou Wang Yaodong Yang 22 284 0 19 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 31 116 0 16 Oct 2023
Question Answering for Electronic Health Records: A Scoping Review of datasets and models Jayetri Bardhan Kirk Roberts Daisy Zhe Wang 21 0 0 12 Oct 2023
On the Impact of Cross-Domain Data on German Language Models Amin Dada Aokun Chen C.A.I. Peng Kaleb E. Smith Ahmad Idrissi-Yaghir ... Daniel Truhn Jan Egger Jiang Bian Jens Kleesiek Yonghui Wu 17 4 0 11 Oct 2023
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT Shyni Sharaf V. Anoop LM&MA 9 2 0 11 Oct 2023
Computational Pathology at Health System Scale -- Self-Supervised Foundation Models from Three Billion Images Gabriele Campanella Ricky Kwan Eugene Fluder Jennifer Zeng A. Stock ... Adam J. Schoenfeld Chad M. Vanderbilt P. Kovatch Carlos Cordon-Cardo Thomas J. Fuchs MedIm 58 24 0 10 Oct 2023
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 23 28 0 10 Oct 2023
Redefining Digital Health Interfaces with Large Language Models F. Imrie Paulius Rauba M. Schaar AI4MH LM&MA 19 3 0 05 Oct 2023
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey Victoria Smith Ali Shahin Shamsabadi Carolyn Ashurst Adrian Weller PILM 27 24 0 27 Sep 2023
CPLLM: Clinical Prediction with Large Language Models Ofir Ben Shoham Nadav Rappoport LM&MA 19 24 0 20 Sep 2023
Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges Hiba Ahsan Denis Jered McInerney Jisoo Kim Christopher Potter Geoffrey S. Young Silvio Amir Byron C. Wallace 19 12 0 08 Sep 2023
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes Sunjun Kweon Junu Kim Jiyoun Kim Sujeong Im Eunbyeol Cho ... Seungjin Baek Chang Hoon Han Yoon Bin Jung Yohan Jo E. Choi LM&MA ELM 15 36 0 01 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 16 64 0 31 Aug 2023
Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals Guanghui Fu Qing Zhao Jianqiang Li Dan Luo Changwei Song ... Fan Wang Yan Wang Lijuan Cheng Juan Zhang B. Yang OffRL 24 33 0 29 Aug 2023
Considerations for health care institutions training large language models on electronic health records Weipeng Zhou Danielle Bitterman Majid Afshar Timothy A. Miller LM&MA 15 0 0 24 Aug 2023
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection Benjamin C. Warner Ziqi Xu S. Haroutounian Thomas Kannampallil Chenyang Lu 22 2 0 19 Aug 2023
Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification Jenna Kefeli Ali Soroush Courtney J. Diamond H. Zylberberg Benjamin May J. Abrams C. Weng Nicholas Tatonetti 13 1 0 16 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 28 72 0 11 Aug 2023
Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT Jing Yang Cong Liu Wendy Deng Dangwei Wu C. Weng Yunyun Zhou Kai Wang 14 20 0 11 Aug 2023
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence David Oniani Jordan Hilsman Yifan Peng COL C. R. K. Poropatich C. J. C. Pamplin L. G. L. Legault Yanshan Wang AI4TS 22 11 0 04 Aug 2023
Multimodal LLMs for health grounded in individual-specific data Anastasiya Belyaeva J. Cosentino F. Hormozdiari Krish Eswaran S. Shetty Greg C. Corrado Andrew Carroll Cory Y. McLean N. Furlotte LM&MA 33 49 0 18 Jul 2023
Certified Robustness for Large Language Models with Self-Denoising Zhen Zhang Guanhua Zhang Bairu Hou Wenqi Fan Qing Li Sijia Liu Yang Zhang Shiyu Chang 11 22 0 14 Jul 2023
Interpreting deep embeddings for disease progression clustering Anna Munoz-Farre Antonios Poulakakis-Daktylidis Dilini M. Kothalawala A. Rodriguez-Martinez 20 0 0 12 Jul 2023
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset Jiaming Ji Mickel Liu Juntao Dai Xuehai Pan Chi Zhang Ce Bian Chi Zhang Ruiyang Sun Yizhou Wang Yaodong Yang ALM 14 396 0 10 Jul 2023
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain Aryo Pradipta Gema Pasquale Minervini Luke Daines Tom Hope Beatrice Alex LM&MA ALM 27 40 0 06 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 17 14 0 05 Jul 2023
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain Mingchen Li Rui Zhang 35 23 0 01 Jul 2023
SMILE: Evaluation and Domain Adaptation for Social Media Language Understanding Vasilisa Bashlovkina Riley Matthews Zhaobin Kuang Simon Baumgartner Michael Bendersky 25 4 0 30 Jun 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 19 25 0 30 Jun 2023
Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes Shenghuan Sun T. Zack C. Y. Williams A. Butte Madhumita Sushil 11 1 0 16 Jun 2023
ECGBERT: Understanding Hidden Language of ECGs with Self-Supervised Representation Learning Seokmin Choi Sajad Mousavi Phillip Si Haben Yhdego Fatemeh Khadem Fatemeh Afghah SSL 20 3 0 10 Jun 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 36 12 0 07 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 14 12 0 03 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 16 126 0 30 May 2023
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition Mingchen Li Yang Ye Jeremy Yeung Huixue Zhou Huaiyuan Chu Rui Zhang 34 2 0 29 May 2023
Training Data Extraction From Pre-trained Language Models: A Survey Shotaro Ishihara 24 46 0 25 May 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 140 240 0 22 May 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains Yanis Labrak Adrien Bazoge Richard Dufour Mickael Rouvier Emmanuel Morin B. Daille P. Gourraud LM&MA 13 53 0 03 Apr 2023
Extracting Thyroid Nodules Characteristics from Ultrasound Reports Using Transformer-based Natural Language Processing Methods Aman Pathak Zehao Yu Daniel Paredes Elio Monsour Andrea Ortiz Rocha J. Brito N. Ospina Yonghui Wu MedIm 14 6 0 31 Mar 2023
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing Aokun Chen Daniel Paredes Zehao Yu Xiwei Lou Roberta Brunson ... Sara Ser M. Prosperi Jiang Bian Ragnhildur I. Bjarnadottir Yonghui Wu 9 0 0 31 Mar 2023
GPT-4 can pass the Korean National Licensing Examination for Korean Medicine Doctors Dongyeop Jang Tae-Rim Yun Choong-Yeol Lee Young-Kyu Kwon Chang-Eop Kim ELM LM&MA 19 26 0 31 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny P. L. Lo AI4MH LM&MA 38 125 0 21 Mar 2023
Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension C.A.I. Peng Xi Yang Zehao Yu Jiang Bian W. Hogan Yonghui Wu 114 23 0 14 Mar 2023
Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures Aokun Chen Zehao Yu Xi Yang Yi Guo Jiang Bian Yonghui Wu 16 21 0 14 Mar 2023
Do We Still Need Clinical Language Models? Eric P. Lehman Evan Hernandez Diwakar Mahajan Jonas Wulff Micah J. Smith Zachary M. Ziegler Daniel Nadler Peter Szolovits Alistair E. W. Johnson Emily Alsentzer LM&MA AI4MH 14 132 0 16 Feb 2023