A Comparative Study of Pretrained Language Models for Long Clinical Text

27 January 2023

Papers citing "A Comparative Study of Pretrained Language Models for Long Clinical Text"

25 / 25 papers shown

Title
Comparing representations of long clinical texts for the task of patient note-identification Safa Alsaidi Marc Vincent O. Boyer Nicolas Garcelon Miguel Couceiro Adrien Coulet 39 0 0 31 Mar 2025
Uncertainty-aware abstention in medical diagnosis based on medical texts Artem Vazhentsev Ivan Sviridov Alvard Barseghyan Gleb Kuzmin Alexander Panchenko A. Nesterov Artem Shelmanov Maxim Panov 51 0 0 25 Feb 2025
Synthetic4Health: Generating Annotated Synthetic Clinical Letters Libo Ren Samuel Belkadi Lifeng Han Warren Del-Pinto Goran Nenadic SyDa 29 1 0 14 Sep 2024
Domain-specific long text classification from sparse relevant information Célia DĆruz J. Bereder Frédéric Precioso Michel Riveill 16 0 0 23 Aug 2024
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks Yinghao Zhu Junyi Gao Zixiang Wang Weibin Liao Xiaochen Zheng Lifang Liang Yasha Wang Chengwei Pan Ewen M. Harrison Liantao Ma ELM LM&MA AI4MH 49 2 0 26 Jul 2024
Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts Junwei Sun Siqi Ma Yiran Fan Peter Washington AI4MH 44 0 0 18 Jul 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 29 0 0 24 Jun 2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation Xindi Wang Robert E. Mercer Frank Rudzicz 18 1 0 29 May 2024
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification Xindi Wang Robert E. Mercer Frank Rudzicz 24 0 0 29 May 2024
MedConceptsQA: Open Source Medical Concepts QA Benchmark Ofir Ben Shoham Nadav Rappoport AI4MH ELM 24 6 0 12 May 2024
Length-Aware Multi-Kernel Transformer for Long Document Classification Guangzeng Han Jack Tsao Xiaolei Huang VLM RALM 22 4 0 11 May 2024
SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials Mathilde Aguiar Pierre Zweigenbaum Nona Naderi ELM 19 2 0 05 Apr 2024
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Phillip Richter-Pechanski Philipp Wiesenbach Dominic M. Schwab Christina Kiriakou Nicolas Geis Christoph Dieterich Anette Frank 24 4 0 20 Mar 2024
Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative Study Adrien Bazoge Emmanuel Morin B. Daille P. Gourraud 14 2 0 26 Feb 2024
Towards Reducing Diagnostic Errors with Interpretable Risk Prediction Denis Jered McInerney William Dickinson Lucy Flynn Andrea Young Geoffrey S. Young Jan Willem van de Meent Byron C. Wallace 18 1 0 15 Feb 2024
Enhanced Labeling Technique for Reddit Text and Fine-Tuned Longformer Models for Classifying Depression Severity in English and Luganda Richard Kimera Daniela N. Rim Joseph Kirabira Ubong Godwin Udomah Heeyoul Choi AI4MH 15 1 0 25 Jan 2024
BELHD: Improving Biomedical Entity Linking with Homonoym Disambiguation Samuele Garda Ulf Leser 17 2 0 10 Jan 2024
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding Yuqi Wang Zeqiang Wang Wei Wang Qi Chen Kaizhu Huang Anh Nguyen Suparna De MedIm 11 2 0 31 Oct 2023
Question Answering for Electronic Health Records: A Scoping Review of datasets and models Jayetri Bardhan Kirk Roberts Daisy Zhe Wang 16 0 0 12 Oct 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 35 0 01 Sep 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 10 1 0 16 Aug 2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning Nayeon Kim Yinhua Piao Sun Kim 8 3 0 16 May 2023
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models Leibo Liu O. Perez-Concha Anthony N. Nguyen Vicki Bennett Louisa R Jorm 22 18 0 12 Dec 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 23 160 0 11 Oct 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 1,982 0 28 Jul 2020