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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
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TITLE: Towards Concept-Based Interpretability of Skin Lesion Diagnosis Using Vision-Language Models
AUTHORS: Cristiano Patrício ; Luis F. Teixeira ; João C Neves;
PUBLISHED: 2024, SOURCE: 21st IEEE International Symposium on Biomedical Imaging, ISBI 2024 in IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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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
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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