Publications by authors named "Manolis Tsiknakis"

Claim this Profile
T
Topic modeling and sentiment analysis of Greek clinician-patient conversations in hematologic malignancies.
Maria Evangelia Chatzimina, Helen A Papadaki, Charalampos Pontikoglou, Manolis Tsiknakis

Int J Med Inform· December 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Scalable Clinical Annotation with Location Evidence (SCALE).
Joeran S Bosma, Luc Builtjes, Anindo Saha, Jasper J Twilt, Manolis Tsiknakis

Comput Biol Med· December 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Self-supervised learning leads to improved performance in biparametric prostate MRI classification.
José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Manolis Tsiknakis

Comput Biol Med· November 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Novel Approach to Distinguish Parkinson's Disease Patients from Healthy Control Subjects Using Speech-Based Task Analysis.
Anastasia Pentari, Vasileios Skaramagkas, Theodora Lappa, Iro Boura, Georgios Karamanis, Manolis Tsiknakis

IEEE J Biomed Health Inform· November 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
R
Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-level Identification Risks to Federated Learning and Synthetic Data Challenges.
Konstantina Giouroukou, Kostas Marias, Manolis Tsiknakis, Michail E Klontzas

Radiol Artif Intell· November 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
An Overview of Stress Analysis Based on Physiological Signals: Systematic Review of Open Datasets and Current Trends.
Chariklia Chatzaki, Manolis Tsiknakis

Sensors (Basel)· November 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
AI Model Passport: Data and system traceability framework for transparent AI in health.
Varvara Kalokyri, Nikolaos S Tachos, Charalampos N Kalantzopoulos, Stelios Sfakianakis, Haridimos Kondylakis, Manolis Tsiknakis

Comput Struct Biotechnol J· October 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
Improving Clinically Significant Prostate Cancer Detection with a Multimodal Machine Learning Approach: A Large-Scale Multicenter Study.
Ana Carolina Rodrigues, José Guilherme de Almeida, Nuno Rodrigues, Raquel Moreno, Ana Sofia Castro Verde, Manolis Tsiknakis

Radiol Imaging Cancer· September 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A review of methods for trustworthy AI in medical imaging: The FUTURE-AI Guidelines.
Haridimos Kondylakis, Richard Osuala, Xenia Puig-Bosch, Noussair Lazrak, Oliver Diaz, Manolis Tsiknakis

IEEE J Biomed Health Inform· September 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
F
Foundation models for radiology-the position of the AI for Health Imaging (AI4HI) network.
José Guilherme de Almeida, Leonor Cerdá Alberich, Gianna Tsakou, Kostas Marias, Manolis Tsiknakis

Insights Imaging· August 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A CrossMod-Transformer deep learning framework for multi-modal pain detection through EDA and ECG fusion.
Jaleh Farmani, Ghazal Bargshady, Stefanos Gkikas, Manolis Tsiknakis, Raul Fernandez Rojas

Sci Rep· August 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
An Interdisciplinary Ecosystem for the Prevention of Cardiotoxicity in Older Patients With Breast Cancer: Protocol for a Prospective and Multicentric Study.
Gaia Giulia Angela Sacco, Ketti Mazzocco, Anastasia Constantinidou, Andri Papakonstantinou, Davide Mauri, Manolis Tsiknakis

JMIR Res Protoc· August 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Utilizing Machine Learning for the Identification of Pre-Treatment Prognostic Non-Imaging Biomarkers of Cancer Therapy-Related Cardiac Dysfunction in Female Patients with Breast Cancer.
Eleni I Georga, Adam D Kypriadis, Georgia S Karanasiou, Anastasia Constantinidou, Andri Papakonstantinou, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Explainable AI Radiomics in Prostate Cancer Aggressiveness Prediction using different quantitative Diffusion MRI models.
Georgios S Ioannidis, Katerina Nikiforaki, Avtantil Dimitriadis, Michalis Goumenakis, Eleftherios Trivizakis, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Unveiling Predictors of Parkinson's Disease Progression: A Machine Learning Approach with Questionnaire and Wearable Device Data.
Orestis D Papagiannopoulos, Eleni I Georga, Eunate Arana Arri, Jon Eneko Idoyaga Uribarrena, Laura Lopez Perez, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Utilizing synthetic data for privacy-preserving AI modeling in radiomics: a case study.
Vasileios C Pezoulas, Eugenia Mylona, Nikolaos S Tachos, Dimitris Zaridis, Kosmas Apostolidis, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
B
Behavioral and Psycho-Emotional mHealth Interventions for Elderly Breast Cancer Patients with Cardiac Toxicity.
Maria E Chatzimina, Georgia S Karanasiou, Ketti Mazzocco, Gabriella Pravettoni, Gaia Giulia A Sacco, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A multimodal lifestyle intervention management system for people at risk of cognitive decline.
Vasileios S Loukas, Thomas Kassiotis, Stavros Tzortzis, Jeroen Bruinsma, Rik Crutzen, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Machine Learning Framework for Parkinson's Disease Detection Through Turning Metrics.
Dimitrios G Boucharas, Vasileios S Loukas, Nikos S Tachos, Manolis Tsiknakis, George Manis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Soft Annotations versus Pixel-Based Segmentation Masks of Prostate Anatomies: The Effect of Annotation Type on Radiomics.
Eleftherios Trivizakis, Georgios S Ioannidis, Katerina Nikiforaki, Dimitrios I Zaridis, Eugenia Mylona, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos.
Ioannis Kyprakis, Vasileios Skaramagkas, Iro Boura, Georgios Karamanis, Dimitrios I Fotiadis, Manolis Tsiknakis

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Cardiotoxicity in Elderly Breast Cancer Patients.
Kalliopi Keramida, Anastasia Constantinidou, Dorothea Tsekoura, Effrosyni Kampouroglou, Chrissovalantis Aidarinis, Manolis Tsiknakis

Cancers (Basel)· June 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
Impact of e-Health Interventions on Mental Health and Quality of Life in Breast Cancer Patients: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.
Alexandros Mitsis, Panagiotis Filis, Georgia Karanasiou, Eleni I Georga, Davide Mauri, Manolis Tsiknakis

Cancers (Basel)· May 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos.
Vasileios Skaramagkas, Iro Boura, Georgios Karamanis, Ioannis Kyprakis, Dimitrios I Fotiadis, Manolis Tsiknakis

NPJ Digit Med· April 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector.
Nuno M Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bireiro, Manolis Tsiknakis

Sci Rep· April 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis