Aggregated Residual Transformations for Deep Neural Networks

• Euclid Quick Data Release (Q1)

  2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  5

  citations
• Evaluating the quality of multiple automatically produced segmentation variants of the prostate on Magnetic Resonance Imaging scans for brachytherapy

  2025 Physics and Imaging in Radiation Oncology article Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• Evaluation of Gas Bubble Coverage in a Flow Field by Deep Learning-Based Analysis: The Impact of Gas Content on PEM Electrolyzer Performance

  2025 Journal of The Electrochemical Society article Engineering Fuel Cells and Related Materials Open access

  5

  citations
• Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma

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

  2

  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
• Exploring the Search Space of Neural Network Combinations obtained with Efficient Model Stitching

  2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Neural Network Applications Open access

  1

  citations
• Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers

  2024 Physical Chemistry Chemical Physics article Energy Electrocatalysts for Energy Conversion Open access

  19

  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
• Deep learning of causal structures in high dimensions under data limitations

  2023 Nature Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

  65

  citations
• Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma

  2023 medRxiv preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

  0

  citations
• SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images

  2022 Medical Image Analysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  35

  citations
• Deep Learning for Archaeological Object Detection on LiDAR: New Evaluation Measures and Insights

  2022 Remote Sensing article Earth and Planetary Sciences Archaeological Research and Protection Open access

  43

  citations
• The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition

  2022 Frontiers in Plant Science article Computer Science Advanced Neural Network Applications Open access

  35

  citations
• A Single-Stage, Bottom-up Approach for Occluded VIS using Spatio-temporal Embeddings

  2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Video Surveillance and Tracking Methods

  2

  citations
• Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  66

  citations
• Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  108

  citations
• DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging

  2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents

  62

  citations
• Object Detection Based Handwriting Localization

  2021 Lecture notes in computer science conference-paper Computer Science Handwritten Text Recognition Techniques Open access

  4

  citations

18 results