Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images

no code implementations • 20 May 2019 • Nils Gessert, Marcel Bengs, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht

For feedback during interventions, real-time in-vivo imaging with confocal laser microscopy has been proposed for differentiation of benign and malignant tissue by manual expert evaluation.

General Classification Image Classification +1

Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks

no code implementations • 4 Dec 2018 • Nils Gessert, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht

Histological evaluation of tissue samples is a typical approach to identify colorectal cancer metastases in the peritoneum.

Colon Cancer Detection In Confocal Laser Microscopy Images General Classification +1