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» Catalyzing social support for breast cancer patients
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SIGKDD
2008
150views more  SIGKDD 2008»
13 years 5 months ago
Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
This paper presents our solution for KDD Cup 2008 competition that aims at optimizing the area under ROC for breast cancer detection. We exploited weighted-based classification me...
Hung-Yi Lo, Chun-Min Chang, Tsung-Hsien Chiang, Ch...
AIME
2007
Springer
13 years 11 months ago
Semantic Web Framework for Knowledge-Centric Clinical Decision Support Systems
Lately, there have been considerable efforts to computerize Clinical Practice Guidelines (CPG) so that they can be executed via Clinical Decision Support Systems (CDSS) at the poin...
Sajjad Hussain, Samina Raza Abidi, Syed Sibte Raza...
AIME
2009
Springer
14 years 3 days ago
Causal Probabilistic Modelling for Two-View Mammographic Analysis
Abstract. Mammographic analysis is a difficult task due to the complexity of image interpretation. This results in diagnostic uncertainty, thus provoking the need for assistance by...
Marina Velikova, Maurice Samulski, Peter J. F. Luc...
ICCBR
2007
Springer
13 years 9 months ago
Application of the Revision Theory to Adaptation in Case-Based Reasoning: The Conservative Adaptation
Case-based reasoning aims at solving a problem by the adaptation of the solution of an already solved problem that has been retrieved in a case base. This paper defines an approach...
Jean Lieber
HICSS
2002
IEEE
123views Biometrics» more  HICSS 2002»
13 years 10 months ago
The Dynamics of IT Adoption in a Major Change Process in Healthcare Delivery
The main objective of the study is to comprehend the dynamics of interactions between partners (caregivers, promoters, consultants, patients and managers) involved in the implemen...
Liette Lapointe, Lise Lamothe, Jean-Paul Fortin