Maria A. Zuluaga

6 papers · 2021–2025 · 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 🚀 Conference Pioneer

Venues

MICCAI (4) AAAI (1) Interspeech (1)

Top co-authors

Hava Chaptoukaev (2) Francesco Galati (2) Daniele Falcetta (2) Jose A. Gonzalez-Lopez (1) Xavier Bost (1) Madhu R. Kamble (1) Marco Lorenzi (1) Vincenzo Marciano (1) Alejandro Gomez-Alanis (1) Bjoern Menze (1)

Research topics

Machine Learning (2) Healthcare & Medicine (1) Speech & Audio (1) Analysis (1) Application Areas (1) Clinical (1) Core Methods (1) Learning Types (1)

Keywords

multi-task learning (1) binary classification (1) feature extraction (1) signal processing (1) parameter sharing (1) audio classification (1) inductive bia (1) gradient boosting machine (1) covid-19 diagnosis (1) covid-19 detection (1) light gradient boosting (1) teager energy operator (1) cough sound (1) visual learning (1)

Papers

One-shot active learning for vessel segmentation MICCAI 2025 VesselVerse: A Dataset and Collaborative Framework for Vessel Annotation MICCAI 2025 Differentiable Soft Morphological Filters for Medical Image Segmentation MICCAI 2024 Federated Multi-Centric Image Segmentation with Uneven Label Distribution MICCAI 2024 Maximum Roaming Multi-Task Learning AAAI 2021 PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge Interspeech 2021