Machine learning assisted intraoperative assessment of brain tumor margins using HRMAS NMR spectroscopy. - Doruk Cakmakci; Emin Onur Karakaslar; Elisa Ruhland; Marie-Pierre Chenard; Francois Proust; Martial Piotto; Izzie-Jacques Namer; A. Ercüment Çiçek (PLoS Comput. Biol., 2020)

Targeted metabolomics analyses for brain tumor margin assessment during surgery. - Doruk Cakmakci; Gun Kaynar; Caroline Bund; Martial Piotto; Francois Proust; Izzie-Jacques Namer; A. Ercüment Çiçek (Bioinform., 2022)

PiDeeL: metabolic pathway-informed deep learning model for survival analysis and pathological classification of gliomas. - Gun Kaynar; Doruk Cakmakci; Caroline Bund; Julien Todeschi; Izzie-Jacques Namer; A. Ercüment Çiçek (Bioinform., 2023)