From the 1 of 6 linked papers with an AI index.
4 papers · 1 filter
RoughNet: Mapping Arctic Sea Ice Roughness Using Diffusion-Based Super-Resolution of Satellite Imagery
Tessa Cannon, Michel Tsamados, Petru Manescu +5
The paper introduces RoughNet, a conditional diffusion model that converts 10 m Sentinel‑2 optical images into 1 m resolution sea‑ice surface elevation maps, enabling high‑resoluti…
HemBLIP: A Vision-Language Model for Interpretable Leukemia Cell Morphology Analysis
Julie van Logtestijn, Petru Manescu
Microscopic evaluation of white blood cell morphology is central to leukemia diagnosis, yet current deep learning models often act as black boxes, limiting clinical trust and adopt…
LesionTABE: Equitable AI for Skin Lesion Detection
Rocio Mexia Diaz, Yasmin Greenway, Petru Manescu
Bias remains a major barrier to the clinical adoption of AI in dermatology, as diagnostic models underperform on darker skin tones. We present LesionTABE, a fairness-centric framew…
Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation
Jeremiah Fadugba, Petru Manescu, Bolanle Oladejo +2
Uncertainty estimation is critical for reliable medical image segmentation, particularly in retinal vessel analysis, where accurate predictions are essential for diagnostic applica…