Frederic Madesta

Radiomics of Brain MRI: Utility in Prediction of Metastatic Tumor Type

Helge Kniep, Frederic Madesta, Tanja Schneider et al. · Radiology · 2018 · 227 citations

Engineering, Oncologic Imaging, Tumor Type Prediction +20

Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta et al. · IEEE Transactions on Biomedical Engineering · 2019 · 167 citations · Full text

PAIP 2019: Liver cancer segmentation challenge

Yoo Jung Kim, Hyungjoon Jang, Kyoung Bun Lee et al. · Medical Image Analysis · 2020 · 109 citations · Full text

Artificial Intelligence, Medical Image Segmentation, Engineering +26

Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture

Rüdiger Schmitz, Frederic Madesta, Maximilian Nielsen et al. · Medical Image Analysis · 2021 · 106 citations · Full text

Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta et al. · arXiv (Cornell University) · 2018 · 65 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25