Varut Vardhanabhuti

2 papers · 2020–2022 · 2 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 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

MIDL (1) NeurIPS (1)

Top co-authors

Lequan Yu (1) Yuyin Zhou (1) Fuying Wang (1) Richard Du (1) Shujun WANG (1)

Research topics

Deep Learning (2) Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Application Areas (1) Architectures (1) Core Methods (1) Domain-Specific (1) Learning Paradigms (1) Learning Types · Machine Learning (1)

Keywords

representation learning (1) contrastive learning (1) transfer learning (1) domain adaptation (1) medical image segmentation (1) cross-modal alignment (1) semantic correspondence (1) radiology report (1) deep convolution neural network (1) medical image (1) 3d convolution neural network (1) dicom metadata (1) liver segmentation (1) medical visual representation (1) 3d volumetric image (1)

Papers

Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NeurIPS 2022 3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020