Pratibha Kumari

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion ❓ The Questioner

🚀 Conference Pioneer

Venues

MICCAI (2) MIDL (1) NeurIPS (1)

Top co-authors

Dorit Merhof (4) Yousef Sadegheih (3) Reza Azad (2) Afshin Bozorgpour (2) Saumya Gupta (1) Constantin Ulrich (1) Junjun He (1) Tiejun Huang (1) Alan L. Yuille (1) Sergio Decherchi (1)

Research topics

Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Application Areas (1) Clinical (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1)

Keywords

medical image segmentation (2) benchmark evaluation (1) domain generalization (1) out-of-distribution generalization (1) replay buffer (1) computed tomography (1) abdominal organ segmentation (1) brain lesion segmentation (1) continual learning (1) medical segmentation (1)

Papers

Towards Modality-Agnostic Continual Domain-Incremental Brain Lesion Segmentation MIDL 2026 LHU-Net: a Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Segmentation MICCAI 2025 Continual Domain Incremental Learning for Privacy-aware Digital Pathology MICCAI 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NeurIPS 2024