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Name - Abhishek Dipak Shroff (22ENG7CSE0001)

Branch - Computer Science & Engineering

Faculty - Faculty of Engineering & Technology

Date of Registration - 12th December 2022

Supervisor - Dr. Sachin Patel, Professor.

Date of Ph.D. Viva - 23rd February 2026 (Monday)

Title - Analysis and Design of an Automated System for Disc Disease Detection Using Deep Learning


[1] Abhishek Shroff and Dinesh Jain, “IVD Disease Detection Techniques through Segmentation and Localization: A Review”, 2nd International Conference on Data Science and Artificial Intelligence (ICDSAI), 2024,
Springer.

[2] Abhishek Dipak Shroff and Dinesh Jain, “Multi-feature fusion based Deep Learning Framework for Enhanced Intervertebral Disc Degeneration Classification”, International Journal of Intelligent Engineering & Systems
(IJIES), 2025. (Q2- Scopus Indexed Journal).

[3] Abhishek Dipak Shroff, Sachin Patel, and Rajesh Ku. Nagar “A DEEP LEARNING FRAMEWORK FOR AUTOMATED SEGMENTATION AND CLASSIFICATION OF INTERVERTEBRAL DISC DEGENERATION” International Journal of Applied Mathematics, 2025, Scopus Q2 Indexed Journal.

[4] Abhishek Dipak Shroff and Sachin Patel “Mini-IVDNet: A Lightweight Segmentation-Guided Deep Learning Framework for Automated Intervertebral Disc Degeneration Classification”, IEEE International
Conference on Emerging Trends in Information, Communication & Systems [ICETICS 2026] – Accepted for Publication.