Roberta Forlano

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Supervised Learning

Thematic Mapper

Image Enhancement

Convolutional Neural Networks

Top Venues

Publications

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
Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images. Inf. 13 (4) (2022)
Alexandros Arjmand, M. Pappas, O. Tsakai, V. Christon, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, R. Goldin, Evripidis Glavas, Nikolaos Giannakeas
Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System. SEEDA-CECNSM (2021)
Alexandros Arjmand, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Constantinos T. Angelis, Georgios Tsoumanis, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images. TSP (2020)
Alexandros Arjmand, Constantinos T. Angelis, Alexandros T. Tzallas, Markos G. Tsipouras, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
Deep Learning in Liver Biopsies using Convolutional Neural Networks. TSP (2019)
Alexandros Arjmand, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Nikolaos S. Katertsidis, Nikolaos Giannakeas
Fat Droplets Identification in Liver Biopsies using Supervised Learning Techniques. PETRA (2018)
Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Maria G. Vavva, Maria Tsimplakidou, Evaggelos C. Karvounis, Roberta Forlano, Pinelopi Manousou
Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging. CBMS (2017)
Nikolaos Giannakeas, Maria Tsiplakidou, Markos G. Tsipouras, Pinelopi Manousou, Roberta Forlano, Alexandros T. Tzallas
Image Enhancement of Routine Biopsies: A Case for Liver Tissue Detection. BIBE (2017)