Interpretable Medical Diagnostics with Structured Data Extraction by
Large Language Models

Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models

8 June 2023

Aleksa Bisercic

Boris Delibasic

Andrija Petrović

Papers citing "Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models"

14 / 14 papers shown

Title
Evaluating Large Language Models for Public Health Classification and Extraction Tasks Joshua Harris Timothy Laurence Leo Loman Fan Grayson Toby Nonnenmacher ... Hamish Mohammed Thomas Finnie Luke Hounsome Michael Borowitz Steven Riley LM&MA AI4MH 83 5 0 20 Feb 2025
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 29 8 0 27 Sep 2024
The Role of Language Models in Modern Healthcare: A Comprehensive Review Amna Khalid Ayma Khalid Umar Khalid LM&MA 29 0 0 25 Sep 2024
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice Qian Niu Keyu Chen Ming Li Pohsun Feng Ziqian Bi ... Junyu Liu Benji Peng Tianyang Wang Yunze Wang Silin Chen LM&MA 38 5 0 14 Sep 2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 54 0 0 11 Jul 2024
Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data Jun-En Ding Phan Nguyen Minh Thao Wen-Chih Peng Jian-Zhe Wang Chun-Cheng Chug ... Dongsheng Luo Chi-Te Wang Pei-fu Chen Feng Liu Fang-Ming Hung LM&MA 41 4 0 02 Mar 2024
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 34 132 0 12 Dec 2023
LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs Ben Lengerich Sebastian Bordt Harsha Nori M. Nunnally Y. Aphinyanaphongs Manolis Kellis Rich Caruana 34 7 0 02 Aug 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 104 119 0 11 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik R. Narasimhan Yuan Cao LLMAG ReLM LRM 273 2,510 0 06 Oct 2022
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 36 182 0 22 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models Alex Tamkin Miles Brundage Jack Clark Deep Ganguli AILaw ELM 200 259 0 04 Feb 2021
Secure and Robust Machine Learning for Healthcare: A Survey A. Qayyum Junaid Qadir Muhammad Bilal Ala I. Al-Fuqaha AAML OOD 45 375 0 21 Jan 2020