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Pinelopi Manousou
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2020 – today
- 2022
- [j3]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): 160 (2022) - 2021
- [c9]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:
Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System. SEEDA-CECNSM 2021: 1-5 - 2020
- [c8]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: 480-483
2010 – 2019
- 2019
- [c7]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: 496-499 - 2018
- [c6]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: 434-440 - 2017
- [j2]Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Zoe E. Tsianou, Pinelopi Manousou
, Andrew Hall, Ioannis G. Tsoulos, Epameinondas Tsianos:
A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques. Comput. Methods Programs Biomed. 140: 61-68 (2017) - [j1]Maria Tsiplakidou, Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Pinelopi Manousou
:
Automated Detection of Liver Histopathological Findings Based on Biopsy Image Processing. Inf. 8(1): 36 (2017) - [c5]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: 236-240 - [c4]Dimosthenis C. Tsouros
, Panagiotis N. Smyrlis
, Markos G. Tsipouras
, Dimitrios G. Tsalikakis, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Pinelopi Manousou
:
Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm. CBMS 2017: 30-34 - [c3]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: 40-44 - 2016
- [c2]Maria Tsiplakidou, Markos G. Tsipouras
, Pinelopi Manousou
, Nikolaos Giannakeas
, Alexandros T. Tzallas
:
Automated Hepatic Steatosis Assessment through Liver Biopsy Image Processing. CBI (2) 2016: 61-67 - 2015
- [c1]Nikolaos Giannakeas
, Markos G. Tsipouras
, Alexandros T. Tzallas
, Kalliroi Kyriakidi, Zoe E. Tsianou, Pinelopi Manousou
, Andrew Hall, Evaggelos Karvounis
, Vasileios Tsianos, Epameinondas Tsianos:
A clustering based method for collagen proportional area extraction in liver biopsy images. EMBC 2015: 3097-3100
Coauthor Index
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