W3102785203

• Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects

  2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access

  26

  citations
• Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study

  2025 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access

  37

  citations
• RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning

  2025 Research article Engineering Infrastructure Maintenance and Monitoring Open access cited by 1 patent

  4

  citations
• Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy

  2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access

  4

  citations
• Improved Generalizability in Medical Computer Vision: Hyperbolic Deep Learning in Multi-Modality Neuroimaging

  2024 Journal of Imaging article Computer Science Advanced Neural Network Applications Open access

  4

  citations
• Geometric Deep Learning Methods for Improved Generalizability in Medical Computer Vision: Hyperbolic Convolutional Neural Networks in Multi-Modality Neuroimaging

  2024 medRxiv preprint Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Multimodal Large Language Models are Generalist Medical Image Interpreters

  2023 medRxiv preprint Computer Science Multimodal Machine Learning Applications Open access

  17

  citations
• Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study

  2023 arXiv (Cornell University) preprint Medicine Cutaneous Melanoma Detection and Management Open access

  0

  citations
• MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  1,037

  citations
• DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation

  2023 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques

  50

  citations
• Model soups improve performance of dermoscopic skin cancer classifiers

  2022 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

  9

  citations
• MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  73

  citations
• A benchmark for neural network robustness in skin cancer classification

  2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

  65

  citations
• Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

  2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access

  66

  citations
• Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study

  2020 Journal of Medical Internet Research article Medicine Cutaneous Melanoma Detection and Management Open access

  91

  citations
• Effects of Label Noise on Deep Learning-Based Skin Cancer Classification

  2020 Frontiers in Medicine article Medicine Cutaneous Melanoma Detection and Management Open access

  62

  citations

16 results