Pia Akl

An [18F]FDG-PET/CT deep learning method for fully automated detection of pathological mediastinal lymph nodes in lung cancer patients

D.I. Wallis, Michaël Soussan, Maxime Lacroix et al. · European Journal of Nuclear Medicine and Molecular Imaging · 2021 · 39 citations · Full text

Medicine, Oncology, Radiology +17

A radiomics pipeline dedicated to Breast MRI: validation on a multi-scanner phantom study

Marie-Judith Saint Martin, Fanny Orlhac, Pia Akl et al. · Magnetic Resonance Materials in Physics Biology and Medicine · 2020 · 37 citations

Medicine, Biomedical Engineering, Radiology +14

Visual ensemble selection of deep convolutional neural networks for 3D segmentation of breast tumors on dynamic contrast enhanced MRI

Masoomeh Rahimpour, Marie-Judith Saint Martin, Frédérique Frouin et al. · European Radiology · 2022 · 28 citations · Full text

Medicine, Oncology, Radiology +17

Exploring the added value of pretherapeutic MR descriptors in predicting breast cancer pathologic complete response to neoadjuvant chemotherapy

Caroline Malhaire, Fatine Selhane, M Saint-Martin et al. · European Radiology · 2023 · 23 citations · Full text

Medicine, Oncology, Breast Oncology +16