Nguyen Quoc Khanh Le
3 papers · 2026–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
MIDL (2)
AAAI (1)
Top co-authors
Keywords
semantic segmentation
(1)
semi-supervised learning
(1)
graph theory
(1)
magnetic resonance imaging
(1)
parameter-efficient fine-tuning
(1)
3d convolutional neural network
(1)
topology preservation
(1)
foundation model adaptation
(1)
mgmt promoter methylation
(1)
ultrasound image segmentation
(1)
histopathology segmentation
(1)
fetal cardiac segmentation
(1)
ellipse-aware loss
(1)
point-robust augmentation
(1)
glioblastoma multiforme
(1)
arterial spin labeling
(1)
Papers
Graph-Theoretic Consistency for Robust and Topology-Aware Semi-Supervised Histopathology Segmentation (Student Abstract)
AAAI 2026
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation
MIDL 2026
MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences
MIDL 2026