1 citations · 1 across the 5 of their papers we have counts for
5 papers
DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology
Héctor Carrión, Narges Norouzi
Dermatological practice routinely involves measuring and tracking lesion size, morphology and texture, as critical components of wound or skin cancer screening, monitoring and diag…
Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification
Héctor Carrión, Narges Norouzi
Accurate dermatological diagnosis naturally necessitates equitable performance across diverse populations, yet a systematic lack of expertly annotated images, especially for underr…
TARDIS STRIDE: A Spatio-Temporal Road Image Dataset and World Model for Autonomy
Héctor Carrión, Yutong Bai, Víctor A. Hernández Castro +6
World models aim to simulate environments and enable effective agent behavior. However, modeling real-world environments presents unique challenges as they dynamically change acros…
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification
Héctor Carrión, Narges Norouzi
Skin diseases affect millions of people worldwide, across all ethnicities. Increasing diagnosis accessibility requires fair and accurate segmentation and classification of dermatol…
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification
Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang +4
Identifying, tracking, and predicting wound heal-stage progression is a fundamental task towards proper diagnosis, effective treatment, facilitating healing, and reducing pain. Tra…