Tze-Yun Leong

Proceedings of the AMIA 2012, 2012

2011

CAPIR: Collaborative Action Planning with Intention Recognition.

[BibT_eX]

[DOI]

Truong-Huy Dinh Nguyen

David Hsu

Wee Sun Lee

Leslie Pack Kaelbling

Tomás Lozano-Pérez

Andrew Haydn Grant

Proceedings of the Seventh AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2011

2010

TBIdoc: 3D content-based CT image retrieval system for traumatic brain injury.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

A Model Driven Approach to Imbalanced Data Sampling in Medical Decision Making.

[BibT_eX]

[DOI]

Hong-Li Yin

Proceedings of the MEDINFO 2010, 2010

Towards A Multi-Level Game Model for Influenza Epidemics.

[BibT_eX]

[DOI]

Qiongyu Chen

Proceedings of the MEDINFO 2010, 2010

An Analytic Characterization of Model Minimization in Factored Markov Decision Processes.

[BibT_eX]

[DOI]

Wenyuan Guo

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

A Surprise Triggered Adaptive and Reactive (STAR) Framework for Online Adaptation in Non-stationary Environments.

[BibT_eX]

[DOI]

Truong-Huy Dinh Nguyen

Proceedings of the Fifth Artificial Intelligence and Interactive Digital Entertainment Conference, 2009

2008

Computer-based decision support for critical and emergency care.

[BibT_eX]

[DOI]

Dominik Aronsky

M. Michael Shabot

J. Biomed. Informatics, 2008

Hemorrhage slices detection in brain CT images.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Text Mining in Radiology Reports.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Identifying Causal Effects from Data for the Clinical Ventilation Process Modelling.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007

ECTracker - An Efficient Algorithm for Haplotype Analysis and Classification.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Biomedical Knowledge Discovery with Topological Constraints Modeling in Bayesian Networks: A Preliminary Report.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Predicting Coronary Artery Disease with Medical Profile and Gene Polymorphisms Data.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

2006

A Set-based Hybrid Approach (SHA) for MRI Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Control, 2006

Patient-Specific Inference and Situation-Dependent Classification Using Context-Sensitive Networks.

[BibT_eX]

[DOI]

Rohit Joshi

Proceedings of the AMIA 2006, 2006

Set-based Cascading Approaches for Magnetic Resonance (MR) Image Segmentation (SCAMIS).

[BibT_eX]

[DOI]

Proceedings of the AMIA 2006, 2006

2005

Translation Initiation Sites Prediction with Mixture Gaussian Models in Human cDNA Sequences.

[BibT_eX]

[DOI]

Louxin Zhang

IEEE Trans. Knowl. Data Eng., 2005

Reports on the 2005 AAAI Spring Symposium Series.

[BibT_eX]

[DOI]

AI Mag., 2005

LinkageTracker: A Discriminative Pattern Tracking Approach to Linkage Disequilibrium Mapping.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2005

Pgmc: a Framework for Probabilistic Graphical Model Combination.

[BibT_eX]

[DOI]

Chang-an Jiang

Kim-Leng Poh

Proceedings of the AMIA 2005, 2005

A Framework to Learn Bayesian Network from Changing, Multiple-Source Biomedical Data.

[BibT_eX]

[DOI]

Proceedings of the Challenges to Decision Support in a Changing World, 2005

Challenges in an Adaptive Modeling Framework for Systems Biology.

[BibT_eX]

[DOI]

Rohit Joshi

Proceedings of the Challenges to Decision Support in a Changing World, 2005

Integration of Probabilistic Graphic Models for Decision Support.

[BibT_eX]

[DOI]

Chang-an Jiang

Kim-Leng Poh

Proceedings of the Challenges to Decision Support in a Changing World, 2005

Preface.

[BibT_eX]

[DOI]

Marek J. Druzdzel

Proceedings of the Challenges to Decision Support in a Changing World, 2005

Organizing Committee.

[BibT_eX]

[DOI]

Marek J. Druzdzel

Proceedings of the Challenges to Decision Support in a Changing World, 2005

2004

Translation Initiation Sites Prediction with Mixture Gaussian Models.

[BibT_eX]

[DOI]

Louxin Zhang

Proceedings of the Algorithms in Bioinformatics, 4th International Workshop, 2004

Cost-Effectiveness Analysis of Colorectal Cancer Screening Strategies in Singapore: A Dynamic Decision Analytic Approach.

[BibT_eX]

[DOI]

Swee-Seong Wong

Adrian Peng Kheong Leong

Proceedings of the MEDINFO 2004, 2004

We Did the Right Thing: An Intervention Analysis Approach to Modeling Intervened SARS Propagation in Singapore.

[BibT_eX]

[DOI]

Bin Han

Proceedings of the MEDINFO 2004, 2004

Classifying Biomedical Citations without Labeled Training Examples.

[BibT_eX]

[DOI]

Xiaoli Li

Rohit Joshi

Sreeram Ramachandaran

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

Characterization of medical time series using fuzzy similarity-based fractal dimensions.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2003

Automated Knowledge Extraction for Decision Model Construction: A Data Mining Approach.

[BibT_eX]

[DOI]

Ai-Ling Zhu

Jian Li

Proceedings of the AMIA 2003, 2003

2002

Mining of Correlated Rules in Genome Sequences.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2002, 2002

2001

Top-down approaches to abstract medical time series using linear segments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2001

Building decision support systems for treating severe head injuries.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2001

Nonparametric Techniques to Extract Fuzzy Rules for Breast Cancer Diagnosis Problem.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2001, 2001

Constructing Influence Views from Data to Support Dynamic Decision Making in Medicine.

[BibT_eX]

[DOI]

XinZhi Qi

Proceedings of the MEDINFO 2001, 2001

Application of Fuzzy Similarity-Based Fractal Dimensions to Characterize Medical Time Series.

[BibT_eX]

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Fuzzy K-means clustering with missing values.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2001, 2001

PDL: a definition language for trend pattern representation and detection in medicine.

[BibT_eX]

[DOI]

Jian Li

Proceedings of the AMIA 2001, 2001

2000

Causal Mechanism-based Model Constructions.

[BibT_eX]

[DOI]

Tsai-Ching Lu

Marek J. Druzdzel

Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

Automating Dynamic Decision Model Construction to Support Clinical Practice Guideline Development.

[BibT_eX]

[DOI]

Ai-Ling Zhu

Proceedings of the Computer-Based Support for Clinical Guidelines and Protocols, 2000

A data preprocessing framework for supporting probability-learning in dynamic decision modeling in medicine.

[BibT_eX]

[DOI]

Fu Zhao

Proceedings of the AMIA 2000, 2000

Application of K-nearest neighbors algorithm on breast cancer diagnosis problem.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2000, 2000

Using linear regression functions to abstract high-frequency data in medicine.

[BibT_eX]

[DOI]

Jian Li

Proceedings of the AMIA 2000, 2000

1999

Supporting multi-level multi-perspective dynamic decision making in medicine.

[BibT_eX]

[DOI]

Suman Sundaresh

Peter Haddawy

Proceedings of the AMIA 1999, 1999

PROBES: a framework for probability elicitation from experts.

[BibT_eX]

[DOI]

Aik-Hiang Lau

Proceedings of the AMIA 1999, 1999

Decision analytic approach to severe head injury management.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1999, 1999

1998

Dynamic decision analysis in medicine: a data-driven approach.

[BibT_eX]

[DOI]

Adrian Peng Kheong Leong

Francis C. Seow

Int. J. Medical Informatics, 1998

Multiple Perspective Dynamic Decision Making.

[BibT_eX]

[DOI]

Artif. Intell., 1998

Knowledge-Based Formulation of Dynamic Decision Models.

[BibT_eX]

[DOI]

Chenggang Wang

Proceedings of the PRICAI'98, 1998

Consistency Management in Multiple Perspective Medical Decision Analysis.

[BibT_eX]

[DOI]

Jianye Zheng

Proceedings of the MEDINFO '98, 1998

Modelling Medical Decisions in DynaMoL: A New General Framework of Dynamic Decision Analysis.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO '98, 1998

Induction of Diagnostic Test Strategies with Multi-Level Information Measures.

[BibT_eX]

[DOI]

Adrian Peng Kheong Leong

Proceedings of the MEDINFO '98, 1998

1997

Learning Conditional Probabilities for Dynamic Influence Structures in Medical Decision Models.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1997, 1997

1996

Multiple Perspective Reasoning.

[BibT_eX]

Proceedings of the Fifth International Conference on Principles of Knowledge Representation and Reasoning (KR'96), 1996

1994

An integrated approach to dynamic decision making under uncertainty.

[BibT_eX]

[DOI]

PhD thesis, 1994

1992

Representing Context-Sensitive Knowledge in a Network Formalism: A Preliminary Report.

[BibT_eX]

[DOI]

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1991

Representation Requirements for Supporting Decision Model Formulation.

[BibT_eX]

[DOI]