HealthCare Day Schedule

Monday 3 February 2020

One-Day Program Start from 9:00 AM to 5:30 PM
9:00 -10:00 AM Keynote 1 -- Applying Information Retrieval to the Electronic Health Record for Cohort Discovery and Rare Disease Detection, William Hersh (Oregon Health & Science University)
10:00 - 10:15 AM Coffee Break
10:15 -11:15 AM Keynote 2 -- Machine Learning for Healthcare: Beyond i.i.d. Prediction, Zachary Lipton (Carnegie Mellon University)
11:15 -11:30 AM Automating clinical trial recruitment through instance-based deep learning, Yang Xiang, Qian Qian, et al. (UFL & UTHealth)
11:30 -11:45 AM Conceptualized Representation Learning for Chinese Biomedical Text Mining, Ningyu Zhang, Qianghuai Jia, et al. (Alibaba group)
11:45 AM -12 PM Biomedical Evidence Generation Engine, Sendong Zhao and Fei Wang (Cornell University)
12:00 - 1:15 PM Lunch Break
1:15 - 2:15 PM Keynote 3 -- Peter B Walker (DoD Joint Artificial Intelligence Center, Office of Naval Research)
2:15 - 2:30 PM Temporal Phenotyping for Transitional Disease Progress: an Application to Epilepsy and Alzheimer’s Disease, Yejin Kim, Samden Lhatoo, et al. (UTHealth)
2:30 - 2:45 PM Longitudinal medical records visualization dash board, Chang Su, Yu Hou, et al. (Cornell University)
2:45 - 3:00 PM Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records, Jan Trienes, Dolf Trieschnigg, Christin Seifert and Djoerd Hiemstra (Nedap Healthcare, University of Twente, Radbound University)
3:00 - 3:15 PM Coffee Break
3:15 - 3:30 PM Healthcare NER Models Using Language Model Pretraining, Amogh Kamat Tarcar, Aashis Tiwari, Dattaraj Rao, Vineet Naique Dhaimodker, Penjo Rebelo and Rahul Desai (Persistent Systems Limited, National Institute of Technology)
3:30 - 3:45 PM Lung nodule classification using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM), Soumya Suvra Ghosal, Indranil Sarkar and Issmail El Hallaoui (NIT Durgapur, Polytechnique Montreal)
3:45 - 4:00 PM A Query Taxonomy Describes Performance of Patient-Level Retrieval from Electronic Health Record Data, Steve Chamberlin, Steven Bedrick, Aaron Cohen, Yanshan Wang, Andrew Wen, Sijia Liu, Hongfang Liu and William Hersh (Oregon Health & Science University, Mayo Clinic)
4:00 - 4:15 PM Streaming Gait Assessment for Parkinson's Disease, Cristopher Flagg, Ophir Frieder, Sean MacAvaney and Gholam Motamedi (Georgetown University, MedStar Georgetown University Hospital)
4:15 - 4:30 PM Clustering Large-scale Diverse Electronic Medical Records to Aid Annotation for Generic Named Entity Recognition, Nithin Haridas and Yubin Kim (Carnegie Mellon University, UPMC Enterprises)
4:30 - 5:30 PM Poster Session