Discovering and Characterizing Hidden Variables in Streaming Multivariate Time Series. - Soumi Ray; Tim Oates 001 (ICMLA, 2010)

Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-net. - Soumi Ray; Tim Oates 001 (ICMLA (1), 2011)

Discovering and Characterizing Hidden Variables Using a Novel Neural Network Architecture: LO-Net. - Soumi Ray; Tim Oates 001 (J. Robotics, 2011)

Detecting Anomalies in Alert Firing in Clinical Decision Support (CDS) Systems using Anomaly/Outlier Detection Techniques. - Soumi Ray; Adam Wright; Dustin S. McEvoy; Jan Marie Andersen (AMIA, 2016)

Detecting Anomalies in Alert Firing within Clinical Decision Support Systems using Anomaly/Outlier Detection Techniques. - Soumi Ray; Adam Wright (BCB, 2016)

Applying Bayesian Changepoint Model and Hierarchical Divisive Model for Detecting Anomalies in Clinical Decision Support Alert Firing. - Soumi Ray; Adam Wright (BCB, 2017)

Daily Monitoring and Detection of Anomalous Alerts in Clinical Decision Support. - Soumi Ray; Dustin S. McEvoy; Skye Aaron; Adam Wright (AMIA, 2018)

Building a Knowledge Base that Maps Drugs to the Diseases they Treat Using Work2vec Models. - Soumi Ray; Adam Wright (AMIA, 2018)

Derived Shape Features for Brain Hemorrhage Classification. - Soumi Ray; Vinod Kumar (SocProS (1), 2018)

Binary Image Features Proposed to Empower Computer Vision. - Soumi Ray; Vinod Kumar (CoRR, 2018)

Computer Aided Automatic Brain Segmentation from Computed Tomography Images using Multilevel Masking. - Soumi Ray; Vinod Kumar 002; Chirag Kamal Ahuja; Niranjan Khandelwal (CoRR, 2018)

Intensity population based unsupervised hemorrhage segmentation from brain CT images. - Soumi Ray; Vinod Kumar 002; Chirag Kamal Ahuja; Niranjan Khandelwal (Expert Syst. Appl., 2018)

Using statistical anomaly detection models to find clinical decision support malfunctions. - Soumi Ray; Dustin S. McEvoy; Skye Aaron; Thu-Trang T. Hickman; Adam Wright (J. Am. Medical Informatics Assoc., 2018)

Cranky comments: detecting clinical decision support malfunctions through free-text override reasons. - Skye Aaron; Dustin S. McEvoy; Soumi Ray; Thu-Trang T. Hickman; Adam Wright (J. Am. Medical Informatics Assoc., 2019)

Information count and distribution matrix: A contemporary approach for content-based brain image indexing. - Soumi Ray; Vinod Kumar (Int. J. Imaging Syst. Technol., 2020)

Comparative Analysis of Power Management System for Microbial Fuel Cell. - Soumi Ray; Shipra Pandey; Madhusmita Mohanty; Subhransu Padhee (CoCoLe, 2022)