Dionisis A. Cavouras

Athens, ESYE31 12241, Greece

Last Updated: 09/26/2026

Save publications for later

Sign Up

Not sure about your diagnosis?

Check Your Symptoms

Found 39 publications

Segmentation-Free Preoperative 3D MRI Classification of Low-Grade Versus High-Grade Glioma Using Task-Oriented Neural Architecture Search.

Segmentation-Free Preoperative 3D MRI Classification of Low-Grade Versus High-Grade Glioma Using Task-Oriented Neural Architecture Search.

Journal: Journal of imaging

Published: March 26, 2026

G.AI.A: An Integrated Machine-Learning Platform for Predicting Bioaccumulation and Ecotoxicity of Pharmaceuticals.

G.AI.A: An Integrated Machine-Learning Platform for Predicting Bioaccumulation and Ecotoxicity of Pharmaceuticals.

Journal: Journal of chemical information and modeling

Published: January 16, 2026

A Machine Learning Framework for Automatic Cognitive Task Classification Using Dry Electrode EEG Data.

A Machine Learning Framework for Automatic Cognitive Task Classification Using Dry Electrode EEG Data.

Journal: Advances in experimental medicine and biology

Published: November 18, 2025

Implementation of Instrumental Analytical Methods, Image Analysis and Chemometrics for the Comparative Evaluation of Citrus Fruit Peels.

Implementation of Instrumental Analytical Methods, Image Analysis and Chemometrics for the Comparative Evaluation of Citrus Fruit Peels.

Journal: Foods (Basel, Switzerland)

Published: November 07, 2025

Development of a Fully Optimized Convolutional Neural Network for Astrocytoma Classification in MRI Using Explainable Artificial Intelligence.

Development of a Fully Optimized Convolutional Neural Network for Astrocytoma Classification in MRI Using Explainable Artificial Intelligence.

Journal: Journal of imaging

Published: July 18, 2025

Exploring Postharvest Metabolic Shifts and NOX2 Inhibitory Potential in Strawberry Fruits and Leaves via Untargeted LC-MS/MS and Chemometric Analysis.

Exploring Postharvest Metabolic Shifts and NOX2 Inhibitory Potential in Strawberry Fruits and Leaves via Untargeted LC-MS/MS and Chemometric Analysis.

Journal: Metabolites

Published: April 04, 2025

Leveraging machine learning and molecular docking techniques to predict novel melanocortin-4 receptor agonists.

Leveraging machine learning and molecular docking techniques to predict novel melanocortin-4 receptor agonists.

Journal: Folia medica

Published: February 17, 2025

Prediction of remaining surgery duration based on machine learning methods and laparoscopic annotation data.

Prediction of remaining surgery duration based on machine learning methods and laparoscopic annotation data.

Journal: Biomedizinische Technik. Biomedical engineering

Published: September 07, 2024

Evaluation of the Quality Changes in Three Commercial Pastourma Samples during Refrigerated Storage Using Physicochemical, Microbiological, and Image Analyses Combined with Chemometrics.

Evaluation of the Quality Changes in Three Commercial Pastourma Samples during Refrigerated Storage Using Physicochemical, Microbiological, and Image Analyses Combined with Chemometrics.

Journal: Foods (Basel, Switzerland)

Published: March 13, 2024

On the Assessment of Strawberries' Shelf-Life and Quality, Based on Image Analysis, Physicochemical Methods, and Chemometrics.

On the Assessment of Strawberries' Shelf-Life and Quality, Based on Image Analysis, Physicochemical Methods, and Chemometrics.

Journal: Foods (Basel, Switzerland)

Published: December 06, 2023

An Experimental Platform for Tomographic Reconstruction of Tissue Images in Brightfield Microscopy.

An Experimental Platform for Tomographic Reconstruction of Tissue Images in Brightfield Microscopy.

Journal: Sensors (Basel, Switzerland)

Published: October 12, 2023

Radiomics Texture Analysis of Bone Marrow Alterations in MRI Knee Examinations.

Radiomics Texture Analysis of Bone Marrow Alterations in MRI Knee Examinations.

Journal: Journal of imaging

Published: September 27, 2023

Showing 1-12 of 39

Last Updated: 09/26/2026