4 papers
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…
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…
A multitask transformer to sign language translation using motion gesture primitives
Fredy Alejandro Mendoza López, Jefferson Rodriguez, Fabio MartÃnez
The absence of effective communication the deaf population represents the main social gap in this community. Furthermore, the sign language, main deaf communication tool, is unlett…
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…