Shyam Sundar Debsarkar

According to our database, Shyam Sundar Debsarkar authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

End-to-End Multimodal Multiple Instance Learning for Cancer Histopathology Classification with Dual-Attention Fusion.

Satoshi Shirae, Shyam Sundar Debsarkar, Hiroharu Kawanaka, Bruce J. Aronow, V. B. Surya Prasath

J. Medical Syst., December, 2026

Unsupervised biomarker discovery leveraging foundation models: a multimodal approach to clinical data integration.

Shyam Sundar Debsarkar, Bruce J. Aronow, V. B. Surya Prasath

Neural Comput. Appl., March, 2026

A multi-expert deep learning framework with LLM-guided arbitration for multimodal histopathology prediction.

Shyam Sundar Debsarkar, V. B. Surya Prasath

Comput. Medical Imaging Graph., 2026

2025

Advancements in automated nuclei segmentation for histopathology using you only look once-driven approaches: A systematic review.

Shyam Sundar Debsarkar, Bruce J. Aronow, V. B. Surya Prasath

Comput. Biol. Medicine, 2025

Multimodal Ensemble Fusion Deep Learning Using Histopathological Images and Clinical Data for Glioma Subtype Classification.

Satoshi Shirae, Shyam Sundar Debsarkar, Hiroharu Kawanaka, Bruce J. Aronow, V. B. Surya Prasath

IEEE Access, 2025

Multiple Instance Learning Using Reduced Deep Learning Model For Glioma Subtype Classification.

Satoshi Shirae, Shyam Sundar Debsarkar, Hiroharu Kawanaka, Bruce J. Aronow, V. B. Surya Prasath

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

Vision Transformers for Histopathological Image Classification with Efficient Head Pruning.

Seddik Boudissa, Shyam Sundar Debsarkar, Hiroharu Kawanaka, Bruce J. Aronow, V. B. Surya Prasath

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

2024

Deep learning-based IDH1 gene mutation prediction using histopathological imaging and clinical data.

Riku Nakagaki, Shyam Sundar Debsarkar, Hiroharu Kawanaka, Bruce J. Aronow, V. B. Surya Prasath

Comput. Biol. Medicine, 2024

Vision Transformers and CNN-Based Knowledge-Distillation for Histopathological Image Classification.

Seddik Boudissa, Shyam Sundar Debsarkar, Hiroharu Kawanaka, Bruce J. Aronow, V. B. Surya Prasath

Proceedings of the Fuzzy Systems and Data Mining X, 2024