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Faculty Dr M Sreenivasan

Dr M Sreenivasan

Department of Computer Science and Engineering

Contact Details

sreenivasan.m@srmap.edu.in

Office Location

CV, Level 11, Cubicle No: 95
School of Engineering and Sciences Computer Science and Engineering Faculty Dr M Sreenivasan

Faculty Information

Education

2026
PhD- Thesis Submitted
NIT Calicut, Kerala
2012
M.Tech
Cochin University of Science and Technology, Kerala
2009
B.Tech
Cochin University of Science and Technology, Kerala

Personal Website

Experience

  • Faculty, National Instiute of Tecnology Calicut

Research Interest

  • My research interests focus on developing explainable machine learning techniques for progressive, transition-aware representation learning in longitudinal Electronic Health Records, enabling early and interpretable prediction of critical clinical outcomes.
  • My research focuses on modeling how a patient's clinical condition evolves over time, using deep clustering and delta-aware representation learning to capture transitions between visits and support interpretable, data-driven decision-making in healthcare.

Memberships

  • IEEE,ACM

Publications

Patents

Projects

Scholars

Interests

  • Clinical Outcome Prediction
  • Deep Clustering
  • Electronic Health Record Analytics
  • Interpretable Machine Learning
  • Patient Representation Learning
  • Temporal Sequence Modeling

Thought Leaderships

There are no Thought Leaderships associated with this faculty.

Top Achievements

Research Area

No research areas found for this faculty.

Computer Science and Engineering is a fast-evolving discipline and this is an exciting time to become a Computer Scientist!

Computer Science and Engineering is a fast-evolving discipline and this is an exciting time to become a Computer Scientist!

Recent Updates

No recent updates found.

Education
2009
B.Tech
Cochin University of Science and Technology
2012
M.Tech
Cochin University of Science and Technology
2026
PhD- Thesis Submitted
NIT Calicut
Experience
  • Faculty, National Instiute of Tecnology Calicut
Research Interests
  • My research interests focus on developing explainable machine learning techniques for progressive, transition-aware representation learning in longitudinal Electronic Health Records, enabling early and interpretable prediction of critical clinical outcomes.
  • My research focuses on modeling how a patient's clinical condition evolves over time, using deep clustering and delta-aware representation learning to capture transitions between visits and support interpretable, data-driven decision-making in healthcare.
Awards & Fellowships
Memberships
  • IEEE,ACM
Publications
Contact Details

sreenivasan.m@srmap.edu.in

Scholars
Interests

  • Clinical Outcome Prediction
  • Deep Clustering
  • Electronic Health Record Analytics
  • Interpretable Machine Learning
  • Patient Representation Learning
  • Temporal Sequence Modeling

Education
2009
B.Tech
Cochin University of Science and Technology
2012
M.Tech
Cochin University of Science and Technology
2026
PhD- Thesis Submitted
NIT Calicut
Experience
  • Faculty, National Instiute of Tecnology Calicut
Research Interests
  • My research interests focus on developing explainable machine learning techniques for progressive, transition-aware representation learning in longitudinal Electronic Health Records, enabling early and interpretable prediction of critical clinical outcomes.
  • My research focuses on modeling how a patient's clinical condition evolves over time, using deep clustering and delta-aware representation learning to capture transitions between visits and support interpretable, data-driven decision-making in healthcare.
Awards & Fellowships
Memberships
  • IEEE,ACM
Publications
Contact Details

sreenivasan.m@srmap.edu.in

Scholars