| One-Day Program |
Start from 9:00 AM to 5:30 PM |
| Morning |
| 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) |
| Afternoon |
| 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 |
