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List of works by Georgios C Manikis

A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects

scientific article published in 2021

An innovative mathematical analysis of routine MRI scans in patients with glioblastoma using DoctorEye

Assessing Treatment Response Through Generalized Pharmacokinetic Modeling of DCE-MRI Data

scientific article

Classifier fusion approaches for diagnostic cancer models.

scientific article published in January 2006

Correction: Diffusion weighted imaging in patients with rectal cancer: Comparison between Gaussian and non-Gaussian models.

scientific article published on 20 December 2017

Diffusion weighted imaging in patients with rectal cancer: Comparison between Gaussian and non-Gaussian models

scientific article published on September 2017

Diffusion-weighted MR imaging of pancreatic cancer: A comparison of mono-exponential, bi-exponential and non-Gaussian kurtosis models

scientific article

Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation

scientific article published on 11 December 2018

High-grade glioma diffusive modeling using statistical tissue information and diffusion tensors extracted from atlases.

scientific article published on 10 October 2011

Magnetization transfer imaging to assess tumour response after chemoradiotherapy in rectal cancer.

scientific article

Multi-Modal Medical Data Analysis Platform (3MDAP) for analysis and predictive modelling of cancer trial data

Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset

scientific article published on 30 March 2022

Quantitative Identification of Functional Connectivity Disturbances in Neuropsychiatric Lupus Based on Resting-State fMRI: A Robust Machine Learning Approach

scientific article published on 25 October 2020

Simulating radiotherapy effect in high-grade glioma by using diffusive modeling and brain atlases

scientific article

The impact of spin coupling signal loss on fat content characterization in multi-echo acquisitions with different echo spacing

scientific article

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