Program Schedule for the Health Informatics Workshop
New York City, USA
August 24, 2014
8:30 - 9:10 am
Invited Talk I
Informatics Solutions for biomarker Research and Personalized Medicine in Clinical Care
Erwin Bottinger
9:10 - 9:25 am
Temporal Event Sequence Mining for Glioblastoma Survival Prediction [
pdf]
Kunal Malhotra, Duen Horng Chau, Jimeng Sun, Costas Hadjipanayis, and Shamkant B. Navathe
9:25 - 9:40 am
Predicting Non-Invasive Ventilation in ALS Patients using Time Windows [
pdf]
André Carreiro, Susana Pinto, Alexandra Carvalho, Mamede de Carvalho and Sara Madeira
9:40 - 9:55 am
Designing a 3-Stage Patient Deterioration Warning System for Emergency Departments [
pdf]
Thomas Schmidt and Uffe Wiil
9:55 - 10:10 am
Uplift modeling with survival data [
pdf]
Szymon Jaroszewicz and Piotr Rzepakowski
10:10 - 10:30 am
Poster presentations (1 minute each)
1. Designing a Robust Analytics Platform for the Analysis of Community Health Outcomes [
pdf] - Nicholas Davis
2. Mining Medical Records with a KLIPI Multi-Dimensional Hawkes Model [
pdf] - Yinan Zhao, Xiaojuan Qi, Zhengzhe Liu, Ya Zhang and Tao Zheng
3. Do data-mining methods support the three-group diagnostic model of Primary Progressive Aphasia? [
pdf] - Telma Pereira, Carolina Maruta, Manuela Guerreiro Guerreiro, Alexandre de Mendonça and Sara Madeira
4. Data Analytics to Dissect Healthcare Delivery Patterns [
pdf] - Luke Gallione, Jack Schryver and Arjun Shankar
5. Exploratory Analysis on Factors of Patient Satisfaction in HCAHPS Databases [
pdf] - Masumi Okuda, Akira Yasuda and Shusaku Tsumoto
6. Mixing Domain Rules with Machine Learning for Radiology Text Classification [
pdf] - Eamon Johnson, W Christopher Baughman and Gultekin Ozsoyoglu
7. Using Hashtags as Labels for Supervised Learning of Emotions in Twitter Messages [
pdf] - Maryam Hasan, Emmanuel Agu and Elke Rundensteiner
8. Face2Name: Designing a Dynamic Visual Hospital Directory [
pdf] - Lora Appel, Sam Novak, Simon Bromberg and Andrew Danks
9. Seddacco: An Extensible Language in Support of Mass Collection of Health Behavior Data [
pdf] - Dylan L. Knowles, Kevin Stanley and Nathaniel Osgood
10. Prediction of Hospitalization Cost for Childbirth [
pdf] - Si-Chi Chin, James Marquardt, Rui Liu and Martine De Cock
11. A Strategy for Evaluating the Quality of Trace Alignment Tools Based on a Markov Model [
pdf] - Xiao Bo, Ivan Marsic and Randall S Burd
10:30 - 11:00 am
Poster Session and Coffee Break
11:00 - 11:40 am
Invited Talk II
Data and Text Mining for Knowledge Discovery in Biomedicine
Zhiyong Lu
11:40 - 11:55 am
Predicting Healthcare Expenditure Increase for an Individual from Medicare Data [
pdf]
Bibudh Lahiri and Nitin Agarwal
11:55 am - 12:10 pm
Predicting Surgical Site Infections in Real-Time[
pdf]
Akpene Gbegnon, Jose Monestina, W. Nick Street and John W. Cromwell
12:10 - 12:30
Short Panel/Summary
