Works matching IS 10675027 AND DT 2024 AND VI 31 AND IP 9

Results: 39

Large language models in biomedicine and health: current research landscape and future directions.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1801, doi. 10.1093/jamia/ocae202

By:

Lu, Zhiyong;
Peng, Yifan;
Cohen, Trevor;
Ghassemi, Marzyeh;
Weng, Chunhua;
Tian, Shubo

Publication type:

Article

The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1884, doi. 10.1093/jamia/ocae184

By:

Zhang, Jingqing;
Sun, Kai;
Jagadeesh, Akshay;
Falakaflaki, Parastoo;
Kayayan, Elena;
Tao, Guanyu;
Ghahfarokhi, Mahta Haghighat;
Gupta, Deepa;
Gupta, Ashok;
Gupta, Vibhor;
Guo, Yike

Publication type:

Article

A question-answering framework for automated abstract screening using large language models.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1939, doi. 10.1093/jamia/ocae166

By:

Akinseloyin, Opeoluwa;
Jiang, Xiaorui;
Palade, Vasile

Publication type:

Article

Public comfort with the use of ChatGPT and expectations for healthcare.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1976, doi. 10.1093/jamia/ocae164

By:

Platt, Jodyn;
Nong, Paige;
Smiddy, Renée;
Hamasha, Reema;
Clavijo, Gloria Carmona;
Richardson, Joshua;
Kardia, Sharon L R

Publication type:

Article

Disambiguation of acronyms in clinical narratives with large language models.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2040, doi. 10.1093/jamia/ocae157

By:

Kugic, Amila;
Schulz, Stefan;
Kreuzthaler, Markus

Publication type:

Article

LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2010, doi. 10.1093/jamia/ocae147

By:

Zhou, Huixue;
Li, Mingchen;
Xiao, Yongkang;
Yang, Han;
Zhang, Rui

Publication type:

Article

A publishing infrastructure for Artificial Intelligence (AI)-assisted academic authoring.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2103, doi. 10.1093/jamia/ocae139

By:

Pividori, Milton;
Greene, Casey S

Publication type:

Article

Fine-tuning large language models for rare disease concept normalization.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2076, doi. 10.1093/jamia/ocae133

By:

Wang, Andy;
Liu, Cong;
Yang, Jingye;
Weng, Chunhua

Publication type:

Article

Reasoning with large language models for medical question answering.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1964, doi. 10.1093/jamia/ocae131

By:

Lucas, Mary M;
Yang, Justin;
Pomeroy, Jon K;
Yang, Christopher C

Publication type:

Article

RefAI: a GPT-powered retrieval-augmented generative tool for biomedical literature recommendation and summarization.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2030, doi. 10.1093/jamia/ocae129

By:

Li, Yiming;
Zhao, Jeff;
Li, Manqi;
Dang, Yifang;
Yu, Evan;
Li, Jianfu;
Sun, Zenan;
Hussein, Usama;
Wen, Jianguo;
Abdelhameed, Ahmed M;
Mai, Junhua;
Li, Shenduo;
Yu, Yue;
Hu, Xinyue;
Yang, Daowei;
Feng, Jingna;
Li, Zehan;
He, Jianping;
Tao, Wei;
Duan, Tiehang

Publication type:

Article

BioInstruct: instruction tuning of large language models for biomedical natural language processing.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1821, doi. 10.1093/jamia/ocae122

By:

Tran, Hieu;
Yang, Zhichao;
Yao, Zonghai;
Yu, Hong

Publication type:

Article

Impact of high-quality, mixed-domain data on the performance of medical language models.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1875, doi. 10.1093/jamia/ocae120

By:

Griot, Maxime;
Hemptinne, Coralie;
Vanderdonckt, Jean;
Yuksel, Demet

Publication type:

Article

Evaluation of GPT-4 ability to identify and generate patient instructions for actionable incidental radiology findings.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1983, doi. 10.1093/jamia/ocae117

By:

Woo, Kar-mun C;
Simon, Gregory W;
Akindutire, Olumide;
Aphinyanaphongs, Yindalon;
Austrian, Jonathan S;
Kim, Jung G;
Genes, Nicholas;
Goldenring, Jacob A;
Major, Vincent J;
Pariente, Chloé S;
Pineda, Edwin G;
Kang, Stella K

Publication type:

Article

An example of leveraging AI for documentation: ChatGPT-generated nursing care plan for an older adult with lung cancer.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2089, doi. 10.1093/jamia/ocae116

By:

Santos, Fabiana C Dos;
Johnson, Lisa G;
Madandola, Olatunde O;
Priola, Karen J B;
Yao, Yingwei;
Macieira, Tamara G R;
Keenan, Gail M

Publication type:

Article

CoRTEx: contrastive learning for representing terms via explanations with applications on constructing biomedical knowledge graphs.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1912, doi. 10.1093/jamia/ocae115

By:

Ying, Huaiyuan;
Zhao, Zhengyun;
Zhao, Yang;
Zeng, Sihang;
Yu, Sheng

Publication type:

Article

Knowledge-guided generative artificial intelligence for automated taxonomy learning from drug labels.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2065, doi. 10.1093/jamia/ocae105

By:

Fang, Yilu;
Ryan, Patrick;
Weng, Chunhua

Publication type:

Article

Evaluating the accuracy of a state-of-the-art large language model for prediction of admissions from the emergency room.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1921, doi. 10.1093/jamia/ocae103

By:

Glicksberg, Benjamin S;
Timsina, Prem;
Patel, Dhaval;
Sawant, Ashwin;
Vaid, Akhil;
Raut, Ganesh;
Charney, Alexander W;
Apakama, Donald;
Carr, Brendan G;
Freeman, Robert;
Nadkarni, Girish N;
Klang, Eyal

Publication type:

Article

RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1929, doi. 10.1093/jamia/ocae095

By:

Li, Mingchen;
Zhou, Huixue;
Yang, Han;
Zhang, Rui

Publication type:

Article

The first step is the hardest: pitfalls of representing and tokenizing temporal data for large language models.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2151, doi. 10.1093/jamia/ocae090

By:

Spathis, Dimitris;
Kawsar, Fahim

Publication type:

Article

Lingdan: enhancing encoding of traditional Chinese medicine knowledge for clinical reasoning tasks with large language models.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2019, doi. 10.1093/jamia/ocae087

By:

Hua, Rui;
Dong, Xin;
Wei, Yu;
Shu, Zixin;
Yang, Pengcheng;
Hu, Yunhui;
Zhou, Shuiping;
Sun, He;
Yan, Kaijing;
Yan, Xijun;
Chang, Kai;
Li, Xiaodong;
Bai, Yuning;
Zhang, Runshun;
Wang, Wenjia;
Zhou, Xuezhong

Publication type:

Article

Mixed methods assessment of the influence of demographics on medical advice of ChatGPT.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2002, doi. 10.1093/jamia/ocae086

By:

Andreadis, Katerina;
Newman, Devon R;
Twan, Chelsea;
Shunk, Amelia;
Mann, Devin M;
Stevens, Elizabeth R

Publication type:

Article

Local large language models for privacy-preserving accelerated review of historic echocardiogram reports.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2097, doi. 10.1093/jamia/ocae085

By:

Vaid, Akhil;
Duong, Son Q;
Lampert, Joshua;
Kovatch, Patricia;
Freeman, Robert;
Argulian, Edgar;
Croft, Lori;
Lerakis, Stamatios;
Goldman, Martin;
Khera, Rohan;
Nadkarni, Girish N

Publication type:

Article

Large language models leverage external knowledge to extend clinical insight beyond language boundaries.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2054, doi. 10.1093/jamia/ocae079

By:

Wu, Jiageng;
Wu, Xian;
Qiu, Zhaopeng;
Li, Minghui;
Lin, Shixu;
Zhang, Yingying;
Zheng, Yefeng;
Yuan, Changzheng;
Yang, Jie

Publication type:

Article

Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1892, doi. 10.1093/jamia/ocae078

By:

Peng, Cheng;
Yang, Xi;
Chen, Aokun;
Yu, Zehao;
Smith, Kaleb E;
Costa, Anthony B;
Flores, Mona G;
Bian, Jiang;
Wu, Yonghui

Publication type:

Article

Large language models for biomedicine: foundations, opportunities, challenges, and best practices.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2114, doi. 10.1093/jamia/ocae074

By:

Sahoo, Satya S;
Plasek, Joseph M;
Xu, Hua;
Uzuner, Özlem;
Cohen, Trevor;
Yetisgen, Meliha;
Liu, Hongfang;
Meystre, Stéphane;
Wang, Yanshan

Publication type:

Article

Distilling large language models for matching patients to clinical trials.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1953, doi. 10.1093/jamia/ocae073

By:

Nievas, Mauro;
Basu, Aditya;
Wang, Yanshan;
Singh, Hrituraj

Publication type:

Article

Large language models facilitate the generation of electronic health record phenotyping algorithms.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1994, doi. 10.1093/jamia/ocae072

By:

Yan, Chao;
Ong, Henry H;
Grabowska, Monika E;
Krantz, Matthew S;
Su, Wu-Chen;
Dickson, Alyson L;
Peterson, Josh F;
Feng, QiPing;
Roden, Dan M;
Stein, C Michael;
Kerchberger, V Eric;
Malin, Bradley A;
Wei, Wei-Qi

Publication type:

Article

Ensemble pretrained language models to extract biomedical knowledge from literature.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1904, doi. 10.1093/jamia/ocae061

By:

Li, Zhao;
Wei, Qiang;
Huang, Liang-Chin;
Li, Jianfu;
Hu, Yan;
Chuang, Yao-Shun;
He, Jianping;
Das, Avisha;
Keloth, Vipina Kuttichi;
Yang, Yuntao;
Diala, Chiamaka S;
Roberts, Kirk E;
Tao, Cui;
Jiang, Xiaoqian;
Zheng, W Jim;
Xu, Hua

Publication type:

Article

The potential and limitations of large language models in identification of the states of motivations for facilitating health behavior change.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2047, doi. 10.1093/jamia/ocae057

By:

Bak, Michelle;
Chin, Jessie

Publication type:

Article

Leveraging large language models to foster equity in healthcare.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2147, doi. 10.1093/jamia/ocae055

By:

Rodriguez, Jorge A;
Alsentzer, Emily;
Bates, David W

Publication type:

Article

A comparative analysis of Spanish Clinical encoder-based models on NER and classification tasks.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2137, doi. 10.1093/jamia/ocae054

By:

Subies, Guillem García;
Jiménez, Álvaro Barbero;
Fernández, Paloma Martínez

Publication type:

Article

PMC-LLaMA: toward building open-source language models for medicine.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1833, doi. 10.1093/jamia/ocae045

By:

Wu, Chaoyi;
Lin, Weixiong;
Zhang, Xiaoman;
Zhang, Ya;
Xie, Weidi;
Wang, Yanfeng

Publication type:

Article

Taiyi: a bilingual fine-tuned large language model for diverse biomedical tasks.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1865, doi. 10.1093/jamia/ocae037

By:

Luo, Ling;
Ning, Jinzhong;
Zhao, Yingwen;
Wang, Zhijun;
Ding, Zeyuan;
Chen, Peng;
Fu, Weiru;
Han, Qinyu;
Xu, Guangtao;
Qiu, Yunzhi;
Pan, Dinghao;
Li, Jiru;
Li, Hao;
Feng, Wenduo;
Tu, Senbo;
Liu, Yuqi;
Yang, Zhihao;
Wang, Jian;
Sun, Yuanyuan;
Lin, Hongfei

Publication type:

Article

Large language models and generative AI in telehealth: a responsible use lens.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2125, doi. 10.1093/jamia/ocae035

By:

Pool, Javad;
Indulska, Marta;
Sadiq, Shazia

Publication type:

Article

Clinical risk prediction using language models: benefits and considerations.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1856, doi. 10.1093/jamia/ocae030

By:

Acharya, Angeela;
Shrestha, Sulabh;
Chen, Anyi;
Conte, Joseph;
Avramovic, Sanja;
Sikdar, Siddhartha;
Anastasopoulos, Antonios;
Das, Sanmay

Publication type:

Article

BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1844, doi. 10.1093/jamia/ocae029

By:

Remy, François;
Demuynck, Kris;
Demeester, Thomas

Publication type:

Article

Search still matters: information retrieval in the era of generative AI.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2159, doi. 10.1093/jamia/ocae014

By:

Hersh, William

Publication type:

Article

Improving large language models for clinical named entity recognition via prompt engineering.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 1812, doi. 10.1093/jamia/ocad259

By:

Hu, Yan;
Chen, Qingyu;
Du, Jingcheng;
Peng, Xueqing;
Keloth, Vipina Kuttichi;
Zuo, Xu;
Zhou, Yujia;
Li, Zehan;
Jiang, Xiaoqian;
Lu, Zhiyong;
Roberts, Kirk;
Xu, Hua

Publication type:

Article

Benchmarking the symptom-checking capabilities of ChatGPT for a broad range of diseases.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 9, p. 2084, doi. 10.1093/jamia/ocad245

By:

Chen, Anjun;
Chen, Drake O;
Tian, Lu

Publication type:

Article