A ConvNet for the 2020s

• Resolution-dependent self-supervised transfer in chest radiograph classification

  2026 Communications Medicine article Medicine COVID-19 diagnosis using AI Open access

  1

  citations
• MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification

  2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access

  3

  citations
• Euclid Quick Data Release (Q1)

  2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  4

  citations
• Deep Visual Proteomics maps proteotoxicity in a genetic liver disease

  2025 Nature article Chemistry Advanced Proteomics Techniques and Applications Open access

  52

  citations
• Similarity of Neural Network Models: A Survey of Functional and Representational Measures

  2025 ACM Computing Surveys article Computer Science Neural Networks and Applications Open access

  26

  citations
• Hubris Benchmarking with AmbiGANs: Assessing Model Overconfidence with Synthetic Ambiguous Data

  2025 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  0

  citations
• A comparison of transformer and CNN-based object detection models for surface defects on Li-Ion Battery Electrodes

  2024 Journal of Energy Storage article Engineering Industrial Vision Systems and Defect Detection Open access

  24

  citations
• Explainable fully automated CT scoring of interstitial lung disease for patients suspected of systemic sclerosis by cascaded regression neural networks and its comparison with experts

  2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  9

  citations
• Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects

  2024 Lecture notes in computer science conference-paper Computer Science Hand Gesture Recognition Systems

  13

  citations
• Model and system robustness in distributed CNN inference at the edge

  2024 Integration article Computer Science IoT and Edge/Fog Computing Open access

  5

  citations
• Overcoming data scarcity in biomedical imaging with a foundational multi-task model

  2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access

  73

  citations
• RobustDiCE: Robust and Distributed CNN Inference at the Edge

  2024 Asia and South Pacific Design Automation Conference (ASP-DAC) conference-paper Computer Science IoT and Edge/Fog Computing Open access

  5

  citations
• Extended Abstract: A Transfer Learning-Based Training Approach for DGA Classification

  2024 Lecture notes in computer science conference-paper Computer Science Spam and Phishing Detection

  1

  citations
• AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge

  2023 IEEE Transactions on Medical Imaging article Medicine Retinal Imaging and Analysis Open access cited by 1 patent

  89

  citations
• UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning

  2023 ACS Nanoscience Au article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  12

  citations

15 results