Soumi Ray

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 12

Top Topics

Clinical Decision Support

Computed Tomography Images

Detecting Anomalies

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Soumi Ray, Vinod Kumar
Information count and distribution matrix: A contemporary approach for content-based brain image indexing. Int. J. Imaging Syst. Technol. 30 (3) (2020)
Skye Aaron, Dustin S. McEvoy, Soumi Ray, Thu-Trang T. Hickman, Adam Wright
Cranky comments: detecting clinical decision support malfunctions through free-text override reasons. J. Am. Medical Informatics Assoc. 26 (1) (2019)
Soumi Ray, Dustin S. McEvoy, Skye Aaron, Thu-Trang T. Hickman, Adam Wright
Using statistical anomaly detection models to find clinical decision support malfunctions. J. Am. Medical Informatics Assoc. 25 (7) (2018)
Soumi Ray, Vinod Kumar, Chirag Kamal Ahuja, Niranjan Khandelwal
Computer Aided Automatic Brain Segmentation from Computed Tomography Images using Multilevel Masking. CoRR (2018)
Soumi Ray, Vinod Kumar
Derived Shape Features for Brain Hemorrhage Classification. SocProS (1) (2018)
Soumi Ray, Dustin S. McEvoy, Skye Aaron, Adam Wright
Daily Monitoring and Detection of Anomalous Alerts in Clinical Decision Support. AMIA (2018)
Soumi Ray, Vinod Kumar
Binary Image Features Proposed to Empower Computer Vision. CoRR (2018)
Soumi Ray, Adam Wright
Building a Knowledge Base that Maps Drugs to the Diseases they Treat Using Work2vec Models. AMIA (2018)
Soumi Ray, Vinod Kumar, Chirag Kamal Ahuja, Niranjan Khandelwal
Intensity population based unsupervised hemorrhage segmentation from brain CT images. Expert Syst. Appl. 97 (2018)
Soumi Ray, Adam Wright
Applying Bayesian Changepoint Model and Hierarchical Divisive Model for Detecting Anomalies in Clinical Decision Support Alert Firing. BCB (2017)
Soumi Ray, Adam Wright
Detecting Anomalies in Alert Firing within Clinical Decision Support Systems using Anomaly/Outlier Detection Techniques. BCB (2016)
Soumi Ray, Adam Wright, Dustin S. McEvoy, Jan Marie Andersen
Detecting Anomalies in Alert Firing in Clinical Decision Support (CDS) Systems using Anomaly/Outlier Detection Techniques. AMIA (2016)
Soumi Ray, Tim Oates
Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-net. ICMLA (1) (2011)
Soumi Ray, Tim Oates
Discovering and Characterizing Hidden Variables Using a Novel Neural Network Architecture: LO-Net. J. Robotics 2011 (2011)
Soumi Ray, Tim Oates
Discovering and Characterizing Hidden Variables in Streaming Multivariate Time Series. ICMLA (2010)