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Shedding Light on Colorectal Cancer: An In Vivo Raman Spectroscopy Approach Combined with Deep Learning Analysis

International journal of molecular sciences, 2023-12, Vol.24 (23), p.16582

2023

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Advanced Raman Spectroscopy Based on Transfer Learning by Using a Convolutional Neural Network for Personalized Colorectal Cancer Diagnosis

Optics, 2023-06, Vol.4 (2), p.310-320

2023

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Extended Analysis of Raman Spectra Using Artificial Intelligence Techniques for Colorectal Abnormality Classification

Journal of imaging, 2023-11, Vol.9 (12), p.261

2023

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Raman Spectroscopy: A Personalized Decision-Making Tool on Clinicians' Hands for In Situ Cancer Diagnosis and Surgery Guidance

Cancers, 2022-02, Vol.14 (5), p.1144

2022

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MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device

2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, p.4311-4321

2024

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Effects of Load Carriage on Postural Control and Spatiotemporal Gait Parameters during Level and Uphill Walking

Sensors (Basel, Switzerland), 2023-01, Vol.23 (2), p.609

2023

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Identification of Two Commercial Pesticides by a Nanoparticle Gas-Sensing Array

Sensors (Basel, Switzerland), 2021-08, Vol.21 (17), p.5803

2021

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Exploring 3D Pelvis Orientation: A Cross-Sectional Study in Athletes Engaged in Activities with and without Impact Loading and Non-Athletes

Journal of functional morphology and kinesiology, 2024-01, Vol.9 (1), p.19

2024

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Higher Education of Biomedical Engineering in Greece: Undergraduate Students’ Outcomes from 1989 to 2019

Engineering proceedings, 2023-10, Vol.50 (1), p.10

2023

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A sensing approach for automated and real-time pesticide detection in the scope of smart-farming

Computers and electronics in agriculture, 2020-11, Vol.178, p.105759-105759, Article 105759

2020

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Design of a hybrid deep learning system for discriminating between low- and high-grade colorectal cancer lesions, using microscopy images of IHC stained for AIB1 expression biopsy material

Machine vision and applications, 2021-05, Vol.32 (3), Article 58

2021

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Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases

International journal of medical informatics (Shannon, Ireland), 2017-09, Vol.105, p.1-10

2017

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The Biomedical Engineering Labor Market in Greece: A Survey Investigating Job Outlook, Satisfaction and Placement

Biomedical engineering education, 2023, Vol.3 (1), p.51-60

2023

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Employing machine learning and microscopy images of AIB1‐stained biopsy material to assess the 5‐year survival of patients with colorectal cancer

Microscopy research and technique, 2021-10, Vol.84 (10), p.2421-2433

2021

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Computer-based automated estimation of breast vascularity and correlation with breast cancer in DCE-MRI images

Magnetic resonance imaging, 2017-01, Vol.35, p.39-45

2017

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Enhancing the discrimination accuracy between metastases, gliomas and meningiomas on brain MRI by volumetric textural features and ensemble pattern recognition methods

Magnetic resonance imaging, 2009, Vol.27 (1), p.120-130

2009

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Assessment of HPV Risk Type in H&E-stained Biopsy Specimens of the Cervix by Microscopy Image Analysis

Applied immunohistochemistry & molecular morphology, 2020-10, Vol.28 (9), p.702-710

2020

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Correlating Changes in the Epithelial Gland Tissue With Advancing Colorectal Cancer Histologic Grade, Using IHC Stained for AIB1 Expression Biopsy Material

Applied immunohistochemistry & molecular morphology, 2019-11, Vol.27 (10), p.749-757

2019

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Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model

IEEE journal of biomedical and health informatics, 2009-07, Vol.13 (4), p.419-425

2009

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Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research

Journal of digital imaging, 2017-06, Vol.30 (3), p.287-295

2017

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GPU-enabled design of an adaptable pattern recognition system for discriminating squamous intraepithelial lesions of the cervix

Biomedizinische Technik, 2020-06, Vol.65 (3), p.315-325

2020

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Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model

IEEE journal of biomedical and health informatics, 2009-11, Vol.13 (6), p.1068-1074

2009

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Quantitative combination of volumetric MR imaging and MR spectroscopy data for the discrimination of meningiomas from metastatic brain tumors by means of pattern recognition

Magnetic resonance imaging, 2011-05, Vol.29 (4), p.525-535

2011

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A wavelet-based Markov random field segmentation model in segmenting microarray experiments

Computer methods and programs in biomedicine, 2011-12, Vol.104 (3), p.307-315

2011

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Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme

Computer methods and programs in biomedicine, 2008-06, Vol.90 (3), p.251-261

2008

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Shedding Light on Colorectal Cancer: An In Vivo Raman Spectroscopy Approach Combined with Deep Learning Analysis

Advanced Raman Spectroscopy Based on Transfer Learning by Using a Convolutional Neural Network for Personalized Colorectal Cancer Diagnosis

Extended Analysis of Raman Spectra Using Artificial Intelligence Techniques for Colorectal Abnormality Classification

Raman Spectroscopy: A Personalized Decision-Making Tool on Clinicians' Hands for In Situ Cancer Diagnosis and Surgery Guidance

MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device

Effects of Load Carriage on Postural Control and Spatiotemporal Gait Parameters during Level and Uphill Walking

Identification of Two Commercial Pesticides by a Nanoparticle Gas-Sensing Array

Exploring 3D Pelvis Orientation: A Cross-Sectional Study in Athletes Engaged in Activities with and without Impact Loading and Non-Athletes

Higher Education of Biomedical Engineering in Greece: Undergraduate Students’ Outcomes from 1989 to 2019

A sensing approach for automated and real-time pesticide detection in the scope of smart-farming

Design of a hybrid deep learning system for discriminating between low- and high-grade colorectal cancer lesions, using microscopy images of IHC stained for AIB1 expression biopsy material

Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases

The Biomedical Engineering Labor Market in Greece: A Survey Investigating Job Outlook, Satisfaction and Placement

Employing machine learning and microscopy images of AIB1‐stained biopsy material to assess the 5‐year survival of patients with colorectal cancer

Computer-based automated estimation of breast vascularity and correlation with breast cancer in DCE-MRI images

Enhancing the discrimination accuracy between metastases, gliomas and meningiomas on brain MRI by volumetric textural features and ensemble pattern recognition methods

Assessment of HPV Risk Type in H&E-stained Biopsy Specimens of the Cervix by Microscopy Image Analysis

Correlating Changes in the Epithelial Gland Tissue With Advancing Colorectal Cancer Histologic Grade, Using IHC Stained for AIB1 Expression Biopsy Material

Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model

Development of a Reference Image Collection Library for Histopathology Image Processing, Analysis and Decision Support Systems Research

GPU-enabled design of an adaptable pattern recognition system for discriminating squamous intraepithelial lesions of the cervix

Segmentation of Complementary DNA Microarray Images by Wavelet-Based Markov Random Field Model

Quantitative combination of volumetric MR imaging and MR spectroscopy data for the discrimination of meningiomas from metastatic brain tumors by means of pattern recognition

A wavelet-based Markov random field segmentation model in segmenting microarray experiments

Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme

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