Integrating Physiological Time Series and Clinical Notes with
Transformer for Early Prediction of Sepsis

Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis

28 March 2022

Linda R. Petzold

Papers citing "Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis"

13 / 13 papers shown

Title
DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation Munib Mesinovic Soheila Molaei Peter Watkinson Tingting Zhu AI4TS 36 0 0 28 Mar 2025
Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models Yuqing Wang Yun Zhao Sara Alessandra Keller A. D. Hond Marieke M. van Buchem Malvika Pillai Tina Hernandez-Boussard AI4MH 33 2 0 17 Jun 2024
RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models Yuqing Wang Yun Zhao LRM AAML ELM 27 1 0 16 Jun 2024
Reinforcement of Explainability of ChatGPT Prompts by Embedding Breast Cancer Self-Screening Rules into AI Responses Yousef Khan Ahmed Abdeen Hamed 49 2 0 21 Apr 2024
SportQA: A Benchmark for Sports Understanding in Large Language Models Haotian Xia Zhengbang Yang Yuqing Wang Rhys Tracy Yun Zhao Dongdong Huang Zezhi Chen Yan Zhu Yuan-fang Wang Weining Shen 35 9 0 24 Feb 2024
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records Yuqing Wang Malvika Pillai Yun Zhao Catherine M. Curtin Tina Hernandez-Boussard 27 0 0 01 Feb 2024
Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models Yuqing Wang Yun Zhao VLM ReLM LRM 26 22 0 29 Dec 2023
XAI for In-hospital Mortality Prediction via Multimodal ICU Data Xingqiao Li Jindong Gu Zhiyong Wang Yancheng Yuan Bo Du Fengxiang He 30 2 0 29 Dec 2023
TRAM: Benchmarking Temporal Reasoning for Large Language Models Yuqing Wang Yun Zhao LRM 41 9 0 02 Oct 2023
Missing-modality Enabled Multi-modal Fusion Architecture for Medical Data Muyu Wang Shiyu Fan Yichen Li Hui Chen MedIm 17 1 0 27 Sep 2023
Metacognitive Prompting Improves Understanding in Large Language Models Yuqing Wang Yun Zhao ReLM LRM 41 25 0 10 Aug 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Yuqing Wang Yun Zhao Linda R. Petzold AI4MH LM&MA ELM 32 50 0 09 Apr 2023
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014