Title
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature SelectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Benjamin C. Warner Ziqi Xu S. Haroutounian Thomas Kannampallil Chenyang Lu 188 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 Chunhua Weng Nicholas Tatonetti 73 2 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 237 110 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 Chunhua Weng Yunyun Zhou Kai Wang 139 31 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 148 13 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 209 76 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 198 24 0 14 Jul 2023
Interpreting deep embeddings for disease progression clustering Anna Munoz-Farre Antonios Poulakakis-Daktylidis Dilini M. Kothalawala A. Rodriguez-Martinez 153 1 0 12 Jul 2023
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference DatasetNeural Information Processing Systems (NeurIPS), 2023 Jiaming Ji Mickel Liu Juntao Dai Xuehai Pan Chi Zhang Ce Bian Chi Zhang Ruiyang Sun Yizhou Wang Yaodong Yang ALM 307 692 0 10 Jul 2023
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical DomainClinical Natural Language Processing Workshop (ClinicalNLP), 2023 Aryo Pradipta Gema Pasquale Minervini Luke Daines Tom Hope Beatrice Alex LM&MA ALM 302 57 0 06 Jul 2023
Several categories of Large Language Models (LLMs): A Short SurveyInternational Journal for Research in Applied Science and Engineering Technology (IJRASET), 2023 Saurabh Pahune Manoj Chandrasekharan AILaw 162 27 0 05 Jul 2023
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain Mingchen Li Rui Zhang 365 28 0 01 Jul 2023
SMILE: Evaluation and Domain Adaptation for Social Media Language UnderstandingKnowledge Discovery and Data Mining (KDD), 2023 Vasilisa Bashlovkina Riley Matthews Zhaobin Kuang Simon Baumgartner Michael Bendersky 137 5 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 198 71 0 30 Jun 2023
Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notesJAMIA Open (JAMIA Open), 2023 Shenghuan Sun T. Zack C. Y. Williams A. Butte Madhumita Sushil 140 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 177 9 0 10 Jun 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and PromisesJournal of Biomedical Informatics (JBI), 2023 Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 287 25 0 07 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 130 16 0 03 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Bo Pan ALM 344 206 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 339 3 0 29 May 2023
Training Data Extraction From Pre-trained Language Models: A Survey Shotaro Ishihara 245 52 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 311 367 0 22 May 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domainsbioRxiv (bioRxiv), 2023 Yanis Labrak Adrien Bazoge Richard Dufour Mickael Rouvier Emmanuel Morin B. Daille P. Gourraud LM&MA 251 61 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 46 10 0 31 Mar 2023
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language ProcessingIEEE International Conference on Healthcare Informatics (ICHI), 2023 Aokun Chen Daniel Paredes Zehao Yu Xiwei Lou Roberta Brunson ... Sara Ser M. Prosperi Jiang Bian Ragnhildur I. Bjarnadottir Yonghui Wu 53 2 0 31 Mar 2023
GPT-4 can pass the Korean National Licensing Examination for Korean Medicine DoctorsPLOS Digital Health (PDH), 2023 Dongyeop Jang Tae-Rim Yun Choong-Yeol Lee Young-Kyu Kwon Chang-Eop Kim ELM LM&MA 112 40 0 31 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the FutureIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 224 177 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 249 29 0 14 Mar 2023
Contextualized Medication Information Extraction Using Transformer-based Deep Learning ArchitecturesJournal of Biomedical Informatics (JBI), 2023 Aokun Chen Zehao Yu Xi Yang Yi Guo Jiang Bian Yonghui Wu 104 30 0 14 Mar 2023
Do We Still Need Clinical Language Models?ACM Conference on Health, Inference, and Learning (CHIL), 2023 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 216 149 0 16 Feb 2023
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer StudiesJournal of Biomedical Informatics (JBI), 2022 Zehao Yu Xi Yang Chong Dang P. Adekkanattu Braja Gopal Patra ... T. George W. Hogan Yi Guo Jiang Bian Yonghui Wu 98 23 0 06 Dec 2022
A Unified Review of Deep Learning for Automated Medical CodingACM Computing Surveys (ACM CSUR), 2022 Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 410 40 0 08 Jan 2022