A clustering based method for collagen proportional area extraction in liver biopsy images. - Nikolaos Giannakeas; Markos G. Tsipouras; Alexandros T. Tzallas; Kalliroi Kyriakidi; Zoe E. Tsianou; Pinelopi Manousou; Andrew Hall; Evaggelos Karvounis; Vasileios Tsianos; Epameinondas Tsianos (EMBC, 2015)

Automated Hepatic Steatosis Assessment through Liver Biopsy Image Processing. - Maria Tsiplakidou; Markos G. Tsipouras; Pinelopi Manousou; Nikolaos Giannakeas; Alexandros T. Tzallas (CBI (2), 2016)

Image Enhancement of Routine Biopsies: A Case for Liver Tissue Detection. - Nikolaos Giannakeas; Maria Tsiplakidou; Markos G. Tsipouras; Pinelopi Manousou; Roberta Forlano; Alexandros T. Tzallas (BIBE, 2017)

Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging. - Nikolaos Giannakeas; Markos G. Tsipouras; Alexandros T. Tzallas; Maria G. Vavva; Maria Tsimplakidou; Evaggelos C. Karvounis; Roberta Forlano; Pinelopi Manousou (CBMS, 2017)

Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm. - Dimosthenis C. Tsouros; Panagiotis N. Smyrlis; Markos G. Tsipouras; Dimitrios G. Tsalikakis; Nikolaos Giannakeas; Alexandros T. Tzallas; Pinelopi Manousou (CBMS, 2017)

A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques. - Markos G. Tsipouras; Nikolaos Giannakeas; Alexandros T. Tzallas; Zoe E. Tsianou; Pinelopi Manousou; Andrew Hall; Ioannis G. Tsoulos; Epameinondas Tsianos (Comput. Methods Programs Biomed., 2017)

Automated Detection of Liver Histopathological Findings Based on Biopsy Image Processing. - Maria Tsiplakidou; Markos G. Tsipouras; Nikolaos Giannakeas; Alexandros T. Tzallas; Pinelopi Manousou (Inf., 2017)

Fat Droplets Identification in Liver Biopsies using Supervised Learning Techniques. - Alexandros Arjmand; Alexandros T. Tzallas; Markos G. Tsipouras; Roberta Forlano; Pinelopi Manousou; Nikolaos S. Katertsidis; Nikolaos Giannakeas (PETRA, 2018)

Deep Learning in Liver Biopsies using Convolutional Neural Networks. - Alexandros Arjmand; Constantinos T. Angelis; Alexandros T. Tzallas; Markos G. Tsipouras; Evripidis Glavas; Roberta Forlano; Pinelopi Manousou; Nikolaos Giannakeas (TSP, 2019)

Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images. - Alexandros Arjmand; Vasileios Christou; Alexandros T. Tzallas; Markos G. Tsipouras; Constantinos T. Angelis; Georgios Tsoumanis; Evripidis Glavas; Roberta Forlano; Pinelopi Manousou; Nikolaos Giannakeas (TSP, 2020)

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)