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)

Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals. - Vasileios Christou; Alexandros Arjmand; Dimitrios Dimopoulos; Dimitrios Varvarousis; Alexandros T. Tzallas; Christos Gogos; Markos G. Tsipouras; Avraam Ploumis; Nikolaos Giannakeas (SEEDA-CECNSM, 2021)

An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images. - Alexandros Arjmand; Vasileios Christou; Ioannis G. Tsoulos; Markos G. Tsipouras; Alexandros T. Tzallas; Christos Gogos; Euripidis Glavas; Nikolaos Giannakeas (Array, 2021)

Human Activity Recognition using Machine Learning Techniques. - Vasileios Nastos; Alexandros Arjmand; Klevis Tsakai; Dimitrios Dimopoulos; Dimitrios Varvarousis; Alexandros T. Tzallas; Nikolaos Giannakeas; Avraam Ploumis; Christos Gogos (SEEDA-CECNSM, 2022)

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)

Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method. - Vasileios Christou; Alexandros Arjmand; Dimitrios Dimopoulos; Dimitrios Varvarousis; Ioannis G. Tsoulos; Alexandros T. Tzallas; Christos Gogos; Markos G. Tsipouras; Evripidis Glavas; Avraam Ploumis; Nikolaos Giannakeas (Inf., 2022)

Τεχνικές ψηφιακής επεξεργασίας εικόνας για την ανάλυση μικροσκοπικής απεικόνισης ιστοπαθολογίας - Alexandros Arjmand (2023)