A survey on deep learning in medical image analysis
2017 · Medical Image Analysis · 14K citations
https://doi.org/10.1016/j.media.2017.07.005
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Clara I. Sánchez
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Clara I. Sánchez is an academic researcher from Universidad de Valladolid. The author has contributed to research in topics: Retinal Imaging and Analysis & Retinal Diseases and Treatments & Glaucoma and retinal disorders. The author has an h-index of 44, co-authored 165 publications.
ORCID: 0000-0001-9787-8319Papers by this author
worksPulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks
2016 · IEEE Transactions on Medical Imaging · 1,216 citations
https://doi.org/10.1109/tmi.2016.2536809
Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis
2016 · Scientific Reports · 1,075 citations
https://doi.org/10.1038/srep26286
Large scale deep learning for computer aided detection of mammographic lesions
2016 · Medical Image Analysis · 951 citations
https://doi.org/10.1016/j.media.2016.07.007
Metrics reloaded: recommendations for image analysis validation
2024 · Nature Methods · 351 citations
https://doi.org/10.1038/s41592-023-02151-z
Understanding metric-related pitfalls in image analysis validation
2024 · Nature Methods · 156 citations
https://doi.org/10.1038/s41592-023-02150-0
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