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cs.CV2026
A Geometric Multimodal Foundation Model Integrating Bp-MRI and Clinical Reports in Prostate Cancer Classification
Juan A. Olmos, Antoine Manzanera, Fabio MartÃnez
Prostate cancer (PCa) is one of the most common cancers in men worldwide. Bi-parametric MRI (bp-MRI) and clinical variables are crucial for PCa identification and improving treatme…
cs.CV2025
A Second-Order Attention Mechanism For Prostate Cancer Segmentation and Detection in Bi-Parametric MRI
Mateo Ortiz, Juan Olmos, Fabio MartÃnez
The detection of clinically significant prostate cancer lesions (csPCa) from biparametric magnetic resonance imaging (bp-MRI) has emerged as a noninvasive imaging technique for imp…
cs.CV2025
A digital eye-fixation biomarker using a deep anomaly scheme to classify Parkisonian patterns
Juan Niño, Luis Guayacán, Santiago Gómez +1
Oculomotor alterations constitute a promising biomarker to detect and characterize Parkinson's disease (PD), even in prodromal stages. Currently, only global and simplified eye mov…