conftrace_

Blake E. Dewey

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

MIDL (2) MICCAI (1)

Top co-authors

Aaron Carass (3) Ellen M. Mowry (2) Lianrui Zuo (2) Samuel W. Remedios (2) Scott D. Newsome (2) Jinwei Zhang (2) Jerry L. Prince (2) Savannah P. Hays (1) Savannah Hays (1) Samuel Remedios (1)

Research topics

Computer Vision (2) Deep Learning (2) Domain-Specific (2) Learning Types (2) Healthcare & Medicine (1) Clinical (1)

Keywords

unsupervised learning (1) contrastive learning (1) domain adaptation (1) attention mechanism (1) magnetic resonance imaging (1) artifact severity scoring (1) image quality assurance (1) magnetic resonance image harmonization (1) artifact encoder (1) multi-site validation (1)

Papers

Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols MIDL 2026 An Unsupervised Approach for Artifact Severity Scoring in Multi-Contrast MR Images MIDL 2025 Exploring the feasibility of zero-shot super-resolution in preclinical imaging MICCAI 2025