Natural Language Processing in Electronic Health Records in Relation to
Healthcare Decision-making: A Systematic Review

Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review

22 June 2023

Anthony R. Pisani

Papers citing "Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review"

12 / 12 papers shown

Title
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs Fahmida Liza Piya Rahmatollah Beheshti 134 0 0 23 Apr 2025
DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction Ruochi Zhang Qian Yang Xiaoyang Wang Haoran Wu Qiong Zhou ... Yusi Fan Jun Zhang Lan Huang Chang Liu Fengfeng Zhou OOD 34 1 0 15 Apr 2025
AI-assisted summary of suicide risk Formulation R. Rana N. Higgins Kazi Nazmul Haque John Reilly Kylie Burke K. Turner Anthony R. Pisani Terry Stedman 75 0 0 29 Nov 2024
Named Clinical Entity Recognition Benchmark Wadood M Abdul Marco AF Pimentel Muhammad Umar Salman Tathagata Raha Clément Christophe Praveen K Kanithi Nasir Hayat Ronnie Rajan Shadab Khan 21 1 0 07 Oct 2024
Use of natural language processing to extract and classify papillary thyroid cancer features from surgical pathology reports Ricardo Loor-Torres Yuqi Wu Esteban Cabezas Mariana Borras D. Toro-Tobón ... Cristian Soto Jacome Jungwei W. Fan N. Ospina Yonghui Wu Juan P. Brito 31 3 0 22 May 2024
PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles Kesav Gundabathula Sriram R Kolar LRM 30 7 0 14 May 2024
Large language models for crowd decision making based on prompt design strategies using ChatGPT: models, analysis and challenges Cristina Zuheros David Herrera-Poyatos Rosana Montes-Soldado Francisco Herrera 36 0 0 22 Mar 2024
TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records Mohammad Al Olaimat S. Bozdag AI4TS MU 28 5 0 26 Jan 2024
Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation Walid Saba Suzanne Wendelken James. Shanahan 49 4 0 03 Jan 2024
PROMISE: A Framework for Developing Complex Conversational Interactions (Technical Report) Wenyuan Wu Jasmin Heierli Max Meisterhans Adrian Moser Andri Farber Mateusz Dolata Elena Gavagnin Alexandre de Spindler Gerhard Schwabe 30 0 0 06 Dec 2023
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 35 68 0 06 Oct 2023
Natural Language Processing for EHR-Based Computational Phenotyping Zexian Zeng Yu Deng Xiaoyu Li Tristan Naumann Yuan Luo 40 147 0 13 Jun 2018