Patrício, Cristiano

1. Explainable Deep Learning Methods in Medical Image Classification: A Survey
   2022/05/10 by Patrício, Cristiano, Neves, João C., Teixeira, Luís F. · 5 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
   2023/04/10 by Cristiano Patrício, Patrício, Cristiano, João C. Neves +3 · 6 citations
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
3. Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models
   2023/11/24 by Cristiano Patrício, Patrício, Cristiano, Luís F. Teixeira +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification
   2025/01/21 by Cristiano Patrício, Patrício, Cristiano, Isabel Rio-Torto +7 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI