Title
On the Importance of Clinical Notes in Multi-modal Learning for EHR Data Severin Husmann Hugo Yèche Gunnar Rätsch Rita Kuznetsova HAI 50 10 0 06 Dec 2022
Integrated multimodal artificial intelligence framework for healthcare applications L. Soenksen Yu Ma C. Zeng L. Boussioux Kimberly Villalobos Carballo Liangyuan Na H. Wiberg Michael Lingzhi Li Ignacio Fuentes Dimitris Bertsimas 101 168 0 25 Feb 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 113 34 0 25 Jan 2022
Improving Early Sepsis Prediction with Multi Modal Learning Fred Qin V. Madan Ujjwal Ratan Zohar Karnin Vishaal Kapoor Parminder Bhatia Taha A. Kass-Hout 66 5 0 23 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 86 159 0 07 Jul 2021
Neural Entity Recognition with Gazetteer based Fusion Q. Sun Parminder Bhatia 121 8 0 27 May 2021
Inferring COVID-19 Biological Pathways from Clinical Phenotypes via Topological Analysis Negin Karisani D. Platt S. Basu L. Parida 39 4 0 19 Jan 2021
Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning Batuhan Bardak Mehmet Tan 72 37 0 24 Nov 2020
Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data David R. Bellamy Leo Anthony Celi Andrew L. Beam LM&MA OOD 65 24 0 02 Oct 2020
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data A. Bagheri T. K. Groenhof W. B. Veldhuis P. A. Jong F. Asselbergs Daniel L. Oberski 68 15 0 27 Aug 2020
ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes William Caicedo-Torres Jairo Gutiérrez 51 3 0 19 May 2020
Assessment of Amazon Comprehend Medical: Medication Information Extraction Benedict Guzman MS Isabel Kayu Metzger MS Yindalon Aphinyanagphongs M. D. Ph. D. H. Grover Ph. D 18 12 0 02 Feb 2020
LATTE: Latent Type Modeling for Biomedical Entity Linking Ming Zhu B. Celikkaya Parminder Bhatia Chandan K. Reddy 88 40 0 21 Nov 2019
Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service Parminder Bhatia B. Celikkaya Mohammed Khalilia Selvan Senthivel 75 54 0 15 Oct 2019
Using Clinical Notes with Time Series Data for ICU Management Swaraj Khadanga Karan Aggarwal Shafiq Joty Jaideep Srivastava 76 59 0 12 Sep 2019
Relation Extraction using Explicit Context Conditioning Gaurav Singh Parminder Bhatia 49 18 0 25 Feb 2019
Dynamic Transfer Learning for Named Entity Recognition Parminder Bhatia Kristjan Arumae B. Celikkaya 70 24 0 13 Dec 2018
Joint Entity Extraction and Assertion Detection for Clinical Text Parminder Bhatia B. Celikkaya Mohammed Khalilia MedIm 75 32 0 13 Dec 2018
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 205 891 0 22 Mar 2017