Pinelopi Manousou

Orcid: 0000-0002-5363-1565

According to our database1, Pinelopi Manousou authored at least 12 papers between 2015 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

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Bibliography

2022
Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images.
Inf., 2022

2021
Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System.
Proceedings of the 6th South-East Europe Design Automation, 2021

2020
Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images.
Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

2019
Deep Learning in Liver Biopsies using Convolutional Neural Networks.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

2018
Fat Droplets Identification in Liver Biopsies using Supervised Learning Techniques.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

2017
Automated Detection of Liver Histopathological Findings Based on Biopsy Image Processing.
Inf., 2017

A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques.
Comput. Methods Programs Biomed., 2017

Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Image Enhancement of Routine Biopsies: A Case for Liver Tissue Detection.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2016
Automated Hepatic Steatosis Assessment through Liver Biopsy Image Processing.
Proceedings of the 18th IEEE Conference on Business Informatics, 2016

2015
A clustering based method for collagen proportional area extraction in liver biopsy images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015


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