Using Clinical Notes with Time Series Data for ICU Management

Using Clinical Notes with Time Series Data for ICU Management

12 September 2019

Swaraj Khadanga

Jaideep Srivastava

Papers citing "Using Clinical Notes with Time Series Data for ICU Management"

13 / 13 papers shown

Title
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records Weimin Lyu Zexin Bi Fusheng Wang Chao Chen 52 5 0 06 Jul 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho Suchi Saria MoE 77 16 0 05 Feb 2024
On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series Rita Kuznetsova Alizée Pace Manuel Burger Hugo Yèche Gunnar Rätsch AI4TS 39 5 0 15 Nov 2023
Length of Stay prediction for Hospital Management using Domain Adaptation Lyse Naomi Wamba Momo Nyalleng Moorosi E. Nsoesie F. Rademakers B. De Moor OOD 12 1 0 29 Jun 2023
MedLens: Improve Mortality Prediction Via Medical Signs Selecting and Regression Xuesong Ye Jun Wu Chengjie Mou Weina Dai 29 12 0 19 May 2023
FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction Jun Wu Xuesong Ye Chengjie Mou Weina Dai 64 18 0 24 Apr 2023
Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes Claudio Fanconi Marieke M. van Buchem Tina Hernandez-Boussard LM&MA 16 8 0 28 Sep 2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction Weimin Lyu Xinyu Dong Rachel Wong Songzhu Zheng Kayley Abell-Hart Fusheng Wang Chao Chen 26 47 0 09 Aug 2022
Multimodal data matters: language model pre-training over structured and unstructured electronic health records Sicen Liu Xiaolong Wang Yongshuai Hou Ge Li Hui Wang Huiqin Xu Yang Xiang Buzhou Tang 52 30 0 25 Jan 2022
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models Betty van Aken S. Herrmann Alexander Loser 29 11 0 30 Nov 2021
Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning Batuhan Bardak Mehmet Tan 28 35 0 24 Nov 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP John Chen Ian Berlot-Attwell Safwan Hossain Xindi Wang Frank Rudzicz FaML 37 7 0 19 Nov 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 309 13,373 0 25 Aug 2014