Skip to content
View CristianoPatricio's full-sized avatar
💻
Coding
💻
Coding
19 followers · 17 following

Achievements

Achievement: StarstruckAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: StarstruckAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

Block or report CristianoPatricio

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
CristianoPatricio/README.md

Hi there 👋, I'm Cristiano Patricio

🚀 About Me

I'm a Ph.D. Candidate in Explainable AI for Medical Imaging. My research work focuses on developing inherently interpretable deep learning models for disease diagnosis in medical imaging.
Topics of interest: Explainable AI, Vision-Language Models, Concept-based Explanations, Medical Image Analysis, Skin Image Analysis.

🔬 Research

  • NEW! Unsupervised contrastive analysis for anomaly detection in brain MRIs via conditional diffusion models (Preprint, 2025) [Code][PDF]
  • NEW! CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification (Preprint, 2025) [Code][PDF]
  • A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion Diagnosis (CSBJ, 2025) [Code][PDF]
  • Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models (IEEE ISBI, 2024) [Code][PDF]
  • Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis (IEEE CVPRW, 2023) [Code][PDF]
  • Explainable Deep Learning Methods in Medical Image Classification: A Survey (ACM CSUR, 2023) [Code][PDF]
  • Zero-Shot Face Recognition: Improving the Discriminability of Visual Face Features Using a Semantic-Guided Attention Model (ESWA, 2023) [Code][PDF]
  • ZSpeedL - Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices (AVSS, 2021) [Code][PDF]

📈 GitHub Stats

CristianoPatricio's GitHub Stats

📫 Contact Me

Pinned Loading

  1. coherent-cbe-skin coherent-cbe-skin Public

    Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.

    Python 17 1

  2. Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey Public

    Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CSUR) 2023

    11 2

  3. concept-based-interpretability-VLM concept-based-interpretability-VLM Public

    Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", ISBI 2024 (Oral).

    Jupyter Notebook 14 2

  4. 2-step-concept-based-skin-diagnosis 2-step-concept-based-skin-diagnosis Public

    Code for the paper "A Two-Step Concept-Based Approach for Enhanced Interpretability and Trust in Skin Lesion Diagnosis", Computational and Structural Biotechnology Journal 2025.

    Python 3

  5. CBVLM CBVLM Public

    Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification".

    Python 9 1

  6. SGAM SGAM Public

    Official repository of the paper "Zero-shot face recognition: Improving the discriminability of visual face features using a Semantic-Guided Attention Model", Expert Systems With Applications 2022

    Python 5 1