Frederic Madesta
Publications by Year
Research Areas
Medical Imaging Techniques and Applications, Advanced Radiotherapy Techniques, Radiomics and Machine Learning in Medical Imaging, Advanced X-ray and CT Imaging, AI in cancer detection
Most-Cited Works
- → Radiomics of Brain MRI: Utility in Prediction of Metastatic Tumor Type(2018)229 cited
- → Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting(2019)168 cited
- → PAIP 2019: Liver cancer segmentation challenge(2020)111 cited
- → Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture(2021)108 cited
- → Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting(2018)65 cited
- → A joint ESTRO and AAPM guideline for development, clinical validation and reporting of artificial intelligence models in radiation therapy(2024)61 cited
- → 4D CT image artifacts affect local control in SBRT of lung and liver metastases(2020)47 cited
- → GDL-FIRE$$^\text {4D}$$: Deep Learning-Based Fast 4D CT Image Registration(2018)42 cited
- → Self‐contained deep learning‐based boosting of 4D cone‐beam CT reconstruction(2020)41 cited
- → Intelligent 4D CT sequence scanning (i4DCT): Concept and performance evaluation(2019)39 cited