Adaptive saliency-based compressive sensing image reconstruction. - Ali Akbari; Diana Mandache; Maria Trocan; Bertrand Granado (ICME Workshops, 2016)

Basal cell carcinoma detection in full field OCT images using convolutional neural networks. - Diana Mandache; E. Dalimier; J. R. Durkin; C. Boceara; Jean-Christophe Olivo-Marin; Vannary Meas-Yedid (ISBI, 2018)

Icytomine: A User-Friendly Tool for Integrating Workflows on Whole Slide Images. - Daniel Felipe Gonzalez Obando; Diana Mandache; Jean-Christophe Olivo-Marin; Vannary Meas-Yedid (ECDP, 2019)

Leveraging Global Diagnosis For Tumor Localization In Dynamic Cell Imaging Of Breast Cancer Tissue Towards Fast Biopsying. - Diana Mandache; Emilie Benoit á la Guillaume; Marie-Christine Mathieu; Jean-Christophe Olivo-Marin; Vannary Meas-Yedid (ISBI, 2021)

Blind Source Separation In Dynamic Cell Imaging Using Non-Negative Matrix Factorization Applied To Breast Cancer Biopsies. - Diana Mandache; Emilie Benoit á la Guillaume; Jean-Christophe Olivo-Marin; Vannary Meas-Yedid (ISBI, 2021)

The Lifecycle of a Neural Network in the Wild: A Multiple Instance Learning Study on Cancer Detection from Breast Biopsies Imaged with Novel Technique. - Diana Mandache; Emilie Benoit á la Guillaume; Y. Badachi; Jean-Christophe Olivo-Marin; Vannary Meas-Yedid (ICIP, 2022)

Cancer Detection in Full Field Optical Coherence Tomography Images. (Détection du cancer dans les images de tomographie par cohérence optique plein champ). - Diana Mandache (2022)

Cross-Modal Contrastive Learning for Robust Representation of the Extracellular Matrix in Static and Dynamic Full-Field OCT Images. - Diana Mandache; Emilie Benoit á la Guillaume; Jean-Christophe Olivo-Marin; Vannary Meas-Yedid (ISBI, 2023)