Fastai: A Layered API for Deep Learning

• Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

  2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

  13

  citations
• Deep Learning‐Driven Exploration of Pyrroloquinoline Quinone Neuroprotective Activity in Alzheimer's Disease

  2024 Advanced Science article Medicine Alzheimer's disease research and treatments Open access

  22

  citations
• Combining Deep Learning and Physical Models: A Benchmark Study on All‐Sky Imager‐Based Solar Nowcasting Systems

  2023 Solar RRL article Computer Science Solar Radiation and Photovoltaics Open access

  20

  citations
• Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study

  2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

  100

  citations
• Deep learning can predict survival directly from histology in clear cell renal cell carcinoma

  2022 PLoS ONE article Computer Science AI in cancer detection Open access

  40

  citations
• Supervised machine learning aided behavior classification in pigeons

  2022 Behavior Research Methods article Computer Science Human Pose and Action Recognition Open access

  18

  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
• UISketch: A Large-Scale Dataset of UI Element Sketches

  2021 CHI Conference on Human Factors in Computing Systems conference-paper Computer Science Usability and User Interface Design cited by 3 patents

  11

  citations
• A time series classification approach to non-destructive hardness testing using magnetic Barkhausen noise emission

  2021 Production Engineering article Engineering Non-Destructive Testing Techniques Open access

  12

  citations
• Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling

  2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents

  40

  citations

10 results