1
TITLE: Explainable Deep Learning Methods in Medical Image Classification: A Survey
AUTHORS: Cristiano Patrício ; João Neves; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 56, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
2
TITLE: Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
AUTHORS: Cristiano Patrício ; João C Neves; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023 in IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023, VOLUME: 2023-June
INDEXED IN: Scopus DBLP CrossRef Unpaywall
3
TITLE: Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models
AUTHORS: Cristiano Patrício ; Luis F. Teixeira ; João C Neves;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2311.14339
INDEXED IN: DBLP
4
TITLE: Zero-shot face recognition: Improving the discriminability of visual face features using a Semantic-Guided Attention Model
AUTHORS: Patricio, Cristiano ; Neves, Joao C.;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 211
INDEXED IN: WOS