Ioanna Chouvarda

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Associate Professor

Aristotle University of Thessaloniki

Greece

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About

Ioanna Chouvarda is an Associate Professor at Aristotle University of Thessaloniki, Greece. Her research areas include radiomics, machine learning applications in cancer imaging, data quality assurance in medical repositories, and patient health assessment technologies. She has published extensively on topics such as metastatic risk prediction in lung cancer, AI validation in cancer imaging, and predictive analytics in cardiovascular health.

Recent Grants

Grant: Open

European Federation for Cancer Images (EUCAIM)

Open Date: 2023-01-01

Close Date: 2026-12-01

Grant: Close

INCISIVE: A multimodal AI-based toolbox and an interoperable health imaging repository for the empowerment of imaging analysis related to the diagnosis, prediction and follow-up of cancer

Open Date: 2020-10-01

Close Date:

Grant: Close

Chameleons

Open Date: 2020-03-01

Close Date: 2022-02-01

Grant: Close

Milord

Open Date: 2018-10-01

Close Date: 2020-10-01

Grant: Close

Connected Health Early Stage Researcher Support System

Open Date: 2015-09-01

Close Date: 2019-09-01

Articles (21)

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2020

Collaborators (11)

Georgios Giannopoulos

Associate Professor

Aristotle University of Thessaloniki

GREECE

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KongFatt Wong-Lin

Professor

Ulster University - Belfast Campus

UNITED KINGDOM

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Josep Lluís Berral-García

Researcher / Lecturer

Universitat Politècnica de Catalunya

SPAIN

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Maciej Bobowicz

Assistant Professor

Medical University of Gdansk

POLAND

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Haralampos Milionis

University of Ioannina

GREECE

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Evangelia Kouidi

Professor of Sports Medicine

Aristotle University of Thessaloniki

GREECE

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Shereen Nabhani-Gebara

Associate Professor

Kingston University - Penrhyn Road Campus

UNITED KINGDOM

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Konstantinos Chatzinikolaou

Laboratory Teaching Staff

Aristotle University of Thessaloniki

GREECE

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Dr. Lithin Zacharias

Lecturer

Regent's University London

UNITED KINGDOM

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Steven Watterson

Lecturer in Computational Biology

University of Ulster

UNITED KINGDOM

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Vassilia Hatzitaki

Professor

Aristotle University of Thessaloniki

GREECE

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Ioanna Chouvarda

Research Interests

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About

Recent Grants

Articles (21)

Radiomics-Based Model Using Tumor and Peritumoral Features with Semi-Supervised and Privileged Learning for Metastatic Risk Prediction in Lung Cancer: A Multi-Site Study

A Multi-Dimensional Framework for Data Quality Assurance in Cancer Imaging Repositories

Radiomics for Machine Learning—A Multi-Class System for the Automatic Detection of COVID-19 and Community-Acquired Pneumonia from Computed Tomography Images

Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!

Toward Ensuring Data Quality in Multi-Site Cancer Imaging Repositories

Machine learning and integrative multi-omics network analysis for survival prediction in acute myeloid leukemia

Association of beat-to-beat P-wave analysis index to the extent of left atrial low-voltage areas in patients with paroxysmal atrial fibrillation

Towards Automating Personal Exercise Assessment and Guidance with Affordable Mobile Technology

Virtual reality environments for stress reduction and management: a scoping review

Assessing Static Balance, Balance Confidence, and Fall Rate in Patients with Heart Failure and Preserved Ejection Fraction: A Comprehensive Analysis

Machine Learning Models for the Classification of Histopathological Images of Colorectal Cancer

Predicting Adherence to Home-Based Cardiac Rehabilitation with Data-Driven Methods

Midday Dipping and Circadian Blood Pressure Patterns in Acute Ischemic Stroke

The Effects of a Visual Stimuli Training Program on Reaction Time, Cognitive Function, and Fitness in Young Soccer Players

The Holistic Perspective of the INCISIVE Project—Artificial Intelligence in Screening Mammography

P-Wave Beat-to-Beat Analysis to Predict Atrial Fibrillation Recurrence after Catheter Ablation

An Early Stage Researcher's Primer on Systems Medicine Terminology

Beat-to-Beat P-Wave Analysis Outperforms Conventional P-Wave Indices in Identifying Patients with a History of Paroxysmal Atrial Fibrillation during Sinus Rhythm

Network analysis with biological data of cancer patients: A scoping review

Challenges and opportunities for telehealth in the management of chronic obstructive pulmonary disease: a qualitative case study in Greece.

Implementation of the Endocrine Society clinical practice guidelines for gestational diabetes mellitus to a knowledge tool

Collaborators (11)

Georgios Giannopoulos

KongFatt Wong-Lin

Josep Lluís Berral-García

Maciej Bobowicz

Haralampos Milionis

Evangelia Kouidi

Shereen Nabhani-Gebara

Konstantinos Chatzinikolaou

Dr. Lithin Zacharias

Steven Watterson

Vassilia Hatzitaki

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