Vishwa Sanjay Parekh
5 papers · 2023–2025 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
MIDL (5)
Top co-authors
Keywords
federated learning
(1)
catastrophic forgetting
(1)
multi-label classification
(1)
privacy-preserving learning
(1)
experience replay
(1)
large-scale dataset
(1)
brain tumor segmentation
(1)
class-heterogeneous learning
(1)
resource-efficient computing
(1)
lifelong deep reinforcement learning
(1)
coreset compression
(1)
medical image streaming
(1)
format-agnostic database
(1)
report labeling
(1)
Papers
Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning
MIDL 2025
Federated Class-Heterogeneous Report Labeling with Surgical Aggregation
MIDL 2025
Hidden in Plain Sight: Undetectable Adversarial Bias Attacks on Vulnerable Patient Populations
MIDL 2024
Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers
MIDL 2024
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging
MIDL 2023