Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System. - Alexandros Arjmand; M. Pappas; Odysseas Tsakai; V. Christon; Alexandros T. Tzallas; Markos G. Tsipouras; Roberta Forlano; Pinelopi Manousou; Robert D. Goldin; Evripidis Glavas; Nikolaos Giannakeas (SEEDA-CECNSM, 2021)

Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images. - Alexandros Arjmand; Odysseas Tsakai; Vasileios Christou; Alexandros T. Tzallas; Markos G. Tsipouras; Roberta Forlano; Pinelopi Manousou; Robert D. Goldin; Christos Gogos; Evripidis Glavas; Nikolaos Giannakeas (Inf., 2022)

A Novel Approach for Cancer Image Segmentation. - Panagiotis N. Smyrlis; Konstantinos Vogklis; Odysseas Tsakai; Alexandros T. Tzallas; Nikolaos Giannakeas; Markos G. Tsipouras (BIBM, 2023)

Deep-in-Biopsies: AI-supported biopsy image processing for accurate pathology diagnosis and staging. - Odysseas Tsakai; Panagiotis N. Smyrlis; Nikolaos S. Katertsidis; Alexandros T. Tzallas; Nikolaos Giannakeas; Markos G. Tsipouras (BIBM, 2023)

A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset. - Panagiotis N. Smyrlis; Odysseas Tsakai; Konstantinos Vogklis; Nikolaos Giannakeas; Alexandros T. Tzallas; George F. Fragulis; Markos G. Tsipouras (SEEDA-CECNSM, 2023)

X-Balloon: A cloud-based platform for annotation and reinforced deep learning in digital pathology images. - Odysseas Tsakai; Andreas Miltiadous; Panagiotis N. Smyrlis; Alexandros T. Tzallas; Markos G. Tsipouras; Nikolaos Giannakeas (SoftwareX, 2025)