Sankaran Narayanan

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 8

Top Topics

Gaussian Processes

Text Classification

Transfer Learning

Unsupervised Learning

Top Venues

J. Biomed. Informatics

Publications

Sankaran Narayanan, Kaivalya Mannam, Pradeep Achan, Maneesha V. Ramesh, P. Venkat Rangan, Sreeranga P. Rajan
A contextual multi-task neural approach to medication and adverse events identification from clinical text. J. Biomed. Informatics 125 (2022)
Namrata Nair, Sankaran Narayanan, Pradeep Achan, K. P. Soman
Clinical Note Section Identification Using Transfer Learning. ICICT (1) (2021)
Sankaran Narayanan, Pradeep Achan, P. Venkat Rangan, Sreeranga P. Rajan
Unified concept and assertion detection using contextual multi-task learning in a clinical decision support system. J. Biomed. Informatics 122 (2021)
Sankaran Narayanan, Kaivalya Mannam, Sreeranga P. Rajan, P. Venkat Rangan
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction. ClinicalNLP@EMNLP (2020)
R. Ajith Kumar, T. Suchith Soman, Sankaran Narayanan, Kamal Bijlani
Hybrid Architectures for Large-Scale Blended Classrooms: A Case Study. ICCCNT (2018)
Sankaran Narayanan, Fensa Merry Saj, Kamal Bijlani, Sreeranga P. Rajan
Automatic Assessment Item Bank Calibration for Learning Gap Identification. ICACCI (2018)
Sankaran Narayanan, Vamsi Sai Kommuri, N. Sethu Subramanian, Kamal Bijlani
Question bank calibration using unsupervised learning of assessment performance metrics. ICACCI (2017)
Sankaran Narayanan, Vamsi Sai Kommuri, N. Sethu Subramanian, Kamal Bijlani, Nandu C. Nair
Unsupervised Learning of Question Difficulty Levels Using Assessment Responses. ICCSA (1) (2017)
Wenyu Jiang, Jonathan Lennox, Sankaran Narayanan, Henning Schulzrinne, Kundan Singh, Xiaotao Wu
Integrating Internet Telephony Services. IEEE Internet Comput. 6 (3) (2002)