Dr. Pratibha Kumari

Assistant Professor

Department of Data Science and Engineering
Indian Institute of Science Education and Research (IISER) Bhopal, India

My work focuses on machine learning for evolving data, with interests in continual learning, online and streaming learning, computer vision, medical image analysis, smart agriculture, and multimedia surveillance.

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Highlights

Recent Highlights

Selected recent recognitions and publications.

🏆 Award

September 2026

Best Paper Award — CDMRI 2026 (MICCAI)

Our paper Spatial Masked-Set Learning for Sparse Multi-Shell Diffusion MRI Signal Synthesis received the Best Paper Award at CDMRI 2026, held in conjunction with MICCAI 2026.

Yousef Sadegheih, Pratibha Kumari, Dorit Merhof

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🏆 Award

2025

Best Paper Award — PRIME 2025 (MICCAI)

Our paper Modality-Agnostic Brain Lesion Segmentation with Privacy-Aware Continual Learning received the Best Paper Award at the PRIME 2025 workshop.

Yousef Sadegheih, Pratibha Kumari, Dorit Merhof

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📄 MICCAI 2026

📎

Research Paper

Footprint-Guided Exemplar-Free Continual Histopathology Report Generation

MICCAI 2026 • arXiv preprint available

2026

Paper Accepted at MICCAI 2026

Our paper Footprint-Guided Exemplar-Free Continual Histopathology Report Generation accepted at MICCAI 2026.

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