Adriano Lucieri

ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions

Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun et al. · Computer Methods and Programs in Biomedicine · 2022 · 82 citations

Engineering, Digital Pathology, Diagnosis +16

Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

Roberto V. Zicari, Sheraz Ahmed, Julia Amann et al. · Frontiers in Human Dynamics · 2021 · 63 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning

Shishir Muralidhara, Adriano Lucieri, Andreas Dengel et al. · Health Information Science and Systems · 2022 · 30 citations · Full text

Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification

Dominique Mercier, Adriano Lucieri, Mohsin Munir et al. · IEEE Transactions on Industrial Informatics · 2021 · 18 citations · Full text

Privacy Protection, Engineering, Machine Learning +21

The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods

Saifullah Saifullah, Dominique Mercier, Adriano Lucieri et al. · Frontiers in Artificial Intelligence · 2024 · 15 citations · Full text