Literature-Augmented Clinical Outcome Prediction

Literature-Augmented Clinical Outcome Prediction

16 November 2021

Sravanthi Parasa

Papers citing "Literature-Augmented Clinical Outcome Prediction"

14 / 14 papers shown

Title
Explainable AI for Clinical Outcome Prediction: A Survey of Clinician Perceptions and Preferences Jun Hou Lucy Lu Wang 53 0 0 27 Feb 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications Zhe Chen Yusheng Liao Shuyang Jiang Pingjie Wang Y. Guo Yucheng Wang Yu Wang 41 3 0 05 Jan 2025
Automatic Extraction of Disease Risk Factors from Medical Publications Maxim Rubchinsky Ella Rabinovich Adi Shraibman Netanel Golan Tali Sahar D. Shweiki 27 0 0 10 Jul 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Bowen Jin M. D. Wang Joyce C. Ho Carl Yang 35 8 0 25 Feb 2024
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History Junu Kim Chaeeun Shim Bosco Seong Kyu Yang Chami Im Sung Yoon Lim Han-Gil Jeong Edward Choi 33 8 0 31 Oct 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 36 40 0 06 Jul 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 32 14 0 23 May 2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning Nayeon Kim Yinhua Piao Sun Kim 18 4 0 16 May 2023
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs Somin Wadhwa Jay DeYoung Benjamin E. Nye Silvio Amir Byron C. Wallace 8 14 0 05 May 2023
BLIAM: Literature-based Data Synthesis for Synergistic Drug Combination Prediction Cai Yang Addie Woicik Hoifung Poon Sheng Wang 24 4 0 14 Feb 2023
Retrieval augmentation of large language models for lay language generation Yue Guo Wei Qiu Gondy Leroy Sheng Wang T. Cohen RALM LRM 44 39 0 07 Nov 2022
A Computational Inflection for Scientific Discovery Tom Hope Doug Downey Oren Etzioni Daniel S. Weld Eric Horvitz AI4CE 24 32 0 04 May 2022
PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems Zhengyun Zhao Qiao Jin Fangyuan Chen Tuorui Peng Sheng Yu PINN 19 34 0 28 Feb 2022
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation Kexin Huang Abhishek Singh Sitong Chen E. Moseley Chih-ying Deng Naomi George C. Lindvall 59 57 0 27 Dec 2019