Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

17 August 2022

Papers citing "Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models"

20 / 20 papers shown

Title
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 36 0 0 07 May 2025
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination Zhaoyi Sun Wen-wai Yim Özlem Uzuner Fei Xia Meliha Yetisgen 25 0 0 16 Apr 2025
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review Emma Croxford Yanjun Gao Nicholas Pellegrino Karen K. Wong Graham Wills Elliot First Frank J. Liao Cherodeep Goswami Brian Patterson Majid Afshar HILM ELM LM&MA 32 1 0 26 Sep 2024
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data Felix J. Dorfner Amin Dada Felix Busch Marcus R. Makowski T. Han ... Jens Kleesiek Madhumita Sushil Jacqueline Lammert Lisa Christine Adams Keno K. Bressem ELM AI4MH LM&MA 29 4 0 25 Aug 2024
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 24 1 0 04 Jul 2024
Shimo Lab at "Discharge Me!": Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections Yunzhen He Hiroaki Yamagiwa Hidetoshi Shimodaira 27 3 0 26 Jun 2024
Zero-shot and Few-shot Generation Strategies for Artificial Clinical Records Erlend Frayling Jake Lever Graham McDonald SyDa 19 1 0 13 Mar 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 31 8 0 29 Feb 2024
NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization Imjin Ahn Hansle Gwon Young-Hak Kim Tae Joon Jun Sanghyun Park 25 3 0 19 Feb 2024
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study Yanjun Gao Ruizhe Li John R. Caskey Dmitriy Dligach T. Miller M. Churpek Majid Afshar Dmitriy Dligach Majid Afshar LM&MA 11 5 0 28 Aug 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models Potsawee Manakul Yassir Fathullah Adian Liusie Vyas Raina Vatsal Raina Mark J. F. Gales 27 12 0 08 Jun 2023
Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes Yanjun Gao Dmitriy Dligach Timothy A. Miller M. Churpek Majid Afshar 11 15 0 08 Jun 2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models Hao Li Yuping Wu Viktor Schlegel R. Batista-Navarro Thanh-Tung Nguyen Abhinav Ramesh Kashyap Xiaojun Zeng Daniel Beck Stefan Winkler Goran Nenadic LM&MA 4 7 0 05 Jun 2023
A Method to Automate the Discharge Summary Hospital Course for Neurology Patients Vince C. Hartman Sanika S. Bapat M. Weiner B. Navi E. Sholle T. Campion 24 17 0 10 May 2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models Varun Nair Elliot Schumacher Anitha Kannan LM&MA 18 5 0 10 May 2023
Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization Rong Pan Jianzong Wang Lingwei Kong Zhangcheng Huang Jing Xiao FedML 6 1 0 23 Apr 2023
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Timothy A. Miller John R. Caskey Brihat Sharma M. Churpek Majid Afshar ELM LRM 24 16 0 29 Sep 2022
Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations Longxiang Zhang Renato M. P. Negrinho Arindam Ghosh V. Jagannathan H. Hassanzadeh Thomas Schaaf Matthew R. Gormley LM&MA AI4MH 65 65 0 24 Sep 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 33 43 0 12 Apr 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 78 27 0 16 Feb 2021