Search Results for author: Héctor Carrión

Found 2 papers, 1 papers with code

FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification

1 code implementation • 21 Jul 2023 • Héctor Carrión, Narges Norouzi

We showcase high efficiency in data-constrained scenarios while providing fair performance for diverse skin tones and rare malignancy conditions.

Denoising Lesion Segmentation +2

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Code

HealNet -- Self-Supervised Acute Wound Heal-Stage Classification

no code implementations • 21 Jun 2022 • Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marco Rolandi, Marcella Gomez, Narges Norouzi

Identifying, tracking, and predicting wound heal-stage progression is a fundamental task towards proper diagnosis, effective treatment, facilitating healing, and reducing pain.

Classification Self-Supervised Learning

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