Friday, November 12, 2010
9:00 | Opening of IDAMAP Workshop |
Kirk T. Phillips, Stephen Swift | |
9:15 | Invited presentation |
Riccardo Bellazzi Standing on the Shoulders of Giants: the Contributions of Mario Stefanelli and Marco Ramoni to Knowledge-Based Data Analysis | |
10:00 | Paper session: Classification (Chair: Steven Swift) |
*** | S. Ceccon,
D. Garway-Heath, D. Crabb, A. Tucker Investigations of Clinical Metrics and Anatomical Expertise with Bayesian Network Models for Classification in Early Glaucoma |
*** | Manabu Torii, Zhang-Zhi Hu, Hongfang Liu Word Pair Features for MEDLINE Document Classification |
*** | Mihail Popescu, Abhishek Mahnot Early Illness Recognition in Older Adults Using In-Home Monitoring Sensors And Multiple Instance Learning |
Break | |
11:15 | Paper session: Biological Data Mining & Knowledge Discovery (Chair: Kirk T. Phillips) |
*** | Francesca Mulas, Lan Zagar, Lucia Sacchi, Silvia Garagna, Maurizio Zuccotti, Blaz Zupan, Riccardo Bellazzi Development Nomograms: Prediction of Stem Cell Differentiation Stage from Genome-Wide Expression Data |
*** | Manuel Luque and
Francisco J. Díez, Carlos Disdier A Decision Support-System for the Mediastinal Staging of Non-Small Cell Lung Cancer |
* | Alexandru G. Floares, Carmen Floares y, Oana Vermesan_, Tiberiu Popa, Michael Williams , Sulaimon Ajibodez, Liu Chang-Gongz, Diao Lixiaz, Wang Jingz, Traila Nicola, David Jackson, Colin Dinneyz Intelligent Systems for Non-invasive Bladder Cancer Diagnosis and Prognosis Based on Plasma MicroRNA |
12:15 | Lunch - Area restaurants will be announced |
1:30 | Paper session Continued: Biological Data Mining & Knowledge Discovery |
*** | Stelios Pavlidis,
Stephen Swift, Annette Payne Pathway Based Microarray Analysis, Facilitating Enzyme Compounds and Cascade Events |
*** | Marjan Ashtari, David Ribe, Gudrun Stenbeck, Allan Tucker Intelligent Data Analysis to Model and Understand Live Cell Time-Lapse Sequences |
2:00 | Inivited Presentation |
John
Holmes Evolutionary Computation and Data Mining in Biomedicine: Just Another Biologically-Inspired Gimmick, or the Real Deal? | |
2:45 | Paper session: Machine Learning in Medical Applications (Chair: Subramani Mani) |
*** | Subramani Mani, Yukun
Chen, Tom Elasy, Warren Clayton, Joshua Denny Type 2 Diabetes Risk Forecasting from EMR Data using Machine Learning |
*** | Casey L. Overby, Beth
Devine, Peter Tarczy-Hornoch, Ira Kalet Deriving Rules and Assertions From Pharmacogenomic Knowledge Resources In Support Of Patient Drug Response Predictions |
Break | |
*** | Kavishwar B. Wagholikar, Vijayraghavan Sundararajan Can Modeling of Vague Modifiers in EMR Improve Medical Decision Support? |
*** | Hidenao Abe and Shusaku Tsumoto Finding Temporal Patterns of Medical Terms in MEDLINE Documents |
* | Carl Taswell Concept Validating Methods for Maintaining the Integrity of Problem Oriented Domains in the PORTAL-DOORS System |
4:30 | Closing |
6:00 | Dinner (Thaiphoon Restaurant, 2011 S Street Northwest) |
Timing of presentations:
Invited talks: 35 + 10 minutes
Long presentations (***): 15 + 5 minutes
Short presentation (*): 6 + 2 minutes
Note: Presentation times are subject to change to make adjustments during the day