OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Binesh Sadanandan
Researcher, Research & Development, Medtronic
PhD student, College of Engineering, University of New Haven
Joined
December 2025
Names
Binesh Sadanandan
(Preferred)
,
Binesh Kumar Sadanandan
Emails
****@unh.newhaven.edu
(Confirmed)
,
****@medtronic.com
(Confirmed)
,
****@uconn.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
Research & Development,
Medtronic
(medtronic.com)
2015
–
Present
PhD student
College of Engineering,
University of New Haven
(newhaven.edu)
2021
–
2026
MS student
School of Business,
University of Connecticut
(uconn.edu)
2017
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Vahid Behzadan
2021
–
Present
Expertise
Multimodal Fusion Architectures
2024
–
Present
Medical Vision-Language Models
2022
–
Present
Trustworthy/Robust ML for Healthcare
2021
–
Present
Publications
When Chain-of-Thought Backfires: Evaluating Prompt Sensitivity in Medical Language Models
Binesh Sadanandan
,
Vahid Behzadan
arXiv preprint arXiv:2603.25960
Readers:
Everyone
PSF-Med: Measuring and Explaining Paraphrase Sensitivity in Medical Vision Language Models
Binesh Sadanandan
,
Vahid Behzadan
arXiv preprint arXiv:2602.21428
Readers:
Everyone
Mechanistically Guided LoRA Improves Paraphrase Consistency in Medical Vision-Language Models
Binesh Sadanandan
,
Vahid Behzadan
arXiv preprint arXiv:2603.00148
Readers:
Everyone
Consistent but Dangerous: Per-Sample Safety Classification Reveals False Reliability in Medical Vision-Language Models
Binesh Sadanandan
,
Vahid Behzadan
CVPR 2026 Workshop on Medical Reasoning with Vision Language Foundation Models (arXiv:2603.20985)
Readers:
Everyone
Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models
Binesh Sadanandan
,
Vahid Behzadan
arXiv preprint arXiv:2604.08941
Readers:
Everyone
Machine Learning for Anastomotic Leak Prediction: A Systematic Review and Experimental Validation
Binesh Sadanandan
International Journal of Trend in Scientific Research and Development (IJTSRD), Vol. 8, Issue 3
Readers:
Everyone
Multimodal Deep Learning for Early Prediction of Patient Deterioration in the ICU: Integrating Time-Series EHR Data with Clinical Notes
Binesh Sadanandan
arXiv preprint arXiv:2603.14719
Readers:
Everyone
Data-Driven Risk Stratification for Anastomotic Leak: A Proof-of-Concept Study Using Electronic Health Records
Binesh Sadanandan
Journal of Data Science, Predictive Analytics, and Big Data Applications, Vol. 9, Issue 6
Readers:
Everyone
Consistent but Dangerous: Per-Sample Safety Classification Reveals False Reliability in Medical Vision-Language Models
Binesh Sadanandan
,
Vahid Behzadan
Med-Reasoner 2026 Poster
Readers:
Everyone
VSF-Med:A Vulnerability Scoring Framework for Medical Vision-Language Models
Binesh Sadanandan
,
Vahid Behzadan
CoRR 2025
Readers:
Everyone
View all 12 publications
Co-Authors
Bahareh Arghavani Nobar
Vahid Behzadan