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M.H.A. (Mark) Janse MSc

PHD Candidate - OIO

  • Image Sciences Institute

Research Programs

Biography

Mark is PhD candidate in the group of dr. Kenneth Gilhuijs, working on the LIMA project: Liquid Imaging and biopsies for improved (breast) cancer care. The aim of the project is to personalize cancer care by making better predictions on the effectivity of neoadjuvant chemotherapy.

His academic background is at Eindhoven University of Technology (TU/e). In 2015 he obtained his BSc degree with an award-winning thesis on the detection of early esophageal cancer, supervised by prof. Peter de With and dr. Fons van der Sommen. In 2018 he obtained an MSc degree in Biomedical Engineering and in Electrical Engineering (both cum laude), with a thesis on radiomic analysis of pancreatic cancer, for which he performed research at Radboudumc Nijmegen. For this research he was supervised prof. Josien Pluim, dr. Sveta Zinger and dr. ir. John Hermans.

Research Output (4)

Volumetric breast density estimation on MRI using explainable deep learning regression

van der Velden Bas H M, Janse Markus H A, Ragusi Max A A, Loo Claudette E, Gilhuijs Kenneth G A 22 okt 2020, In: Scientific Reports. 10 , p. 18095

Interpretable deep learning regression for breast density estimation on MRI

Van Der Velden Bas H.M., Ragusi Max A.A., Janse Markus H.A., Loo Claudette E., Gilhuijs Kenneth G.A. 1 jan 2020,

Quantitative CT-based radiomics of pancreatic ductal adenocarcinoma: a valuable tool for radiological staging?

Janse Mark, Litjens Geke, Zinger Svitlana, De With Peter H.N., Prokop Mathias, Hermans J. 4 jun 2019, 10

Early esophageal cancer detection using RF classifiers

Janse Mark, Van Der Sommen Fons, Zinger Svitlana, Schoon Erik J., De With Peter H.N. 1 jan 2016,