TY  - GEN 
AU  - Civit Masot, Javier
AU  - Luna Perejón, Francisco
AU  - Muñoz Saavedra, Luis
AU  - Rodríguez Corral, José María
AU  - Domínguez Morales, Manuel Jesús
AU  - Civit Balcells, Antón
A4  - Ingeniería Informática
PY  - 2026
SN  - 0140-0118
SN  - 1741-0444
UR  - http://hdl.handle.net/10498/38974
AB  - While current artificial intelligence (AI) tools aid in detecting diabetic retinopathy (DR), they face significant challenges that limit their clinical utility. Most are restricted to binary (referable vs. non-referable) screening and operate as...
LA  - eng
PB  - Springer Nature
KW  - Diabetic retinopathy
KW  - Explainable AI (xAI)
KW  - Deep learning
KW  - Explainable ensemble
KW  - Medical imaging
KW  - ICDR
KW  - Clinical decision support
TI  - An explainable ensemble for diabetic retinopathy grading with a novel confidence quality factor and configurable heatmaps
DO  - 10.1007/s11517-026-03514-2
ER  -