Speech emotion recognition via graph-based representations by Anastasia Pentari, George Kafentzis, Manolis Tsiknakis

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Type 1 Diabetes Hypoglycemia Prediction Algorithms: Systematic Review by Stella Tsichlaki, Lefteris Koumakis, Manolis Tsiknakis

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Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review by Vasileios Skaramagkas, Anastasia Pentari, Zinovia Kefalopoulou, Manolis Tsiknakis

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Enhancing cancer differentiation with synthetic MRI examinations via generative models: a systematic review by Avtantil Dimitriadis, Eleftherios Trivizakis, Nikolaos Papanikolaou, Manolis Tsiknakis, Kostas Marias

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Ontology-Driven Monitoring of Patient’s Vital Signs Enabling Personalized Medical Detection and Alert by Anna Hristoskova, Vangelis Sakkalis, Giorgos Zacharioudakis, Manolis Tsiknakis, Filip De Turck

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Detecting Minor Symptoms of Parkinson’s Disease in the Wild Using Bi-LSTM with Attention Mechanism by Vasileios Skaramagkas, Iro Boura, Cleanthi Spanaki, Emilia Michou, Georgios Karamanis, Zinovia Kefalopoulou, Manolis Tsiknakis

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A 3D-Printed Capacitive Smart Insole for Plantar Pressure Monitoring by Anastasios G. Samarentsis, Georgios Makris, Sofia Spinthaki, Georgios Christodoulakis, Manolis Tsiknakis, Alexandros K. Pantazis

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The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson’s Patients by Chariklia Chatzaki, Vasileios Skaramagkas, Nikolaos Tachos, Georgios Christodoulakis, Evangelia Maniadi, Zinovia Kefalopoulou, Dimitrios I. Fotiadis, Manolis Tsiknakis

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eSEE-d: Emotional State Estimation Based on Eye-Tracking Dataset by Vasileios Skaramagkas, Emmanouil Ktistakis, Dimitris Manousos, Eleni Kazantzaki, Nikolaos S. Tachos, Evanthia Tripoliti, Dimitrios I. Fotiadis, Manolis Tsiknakis

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Public data homogenization for AI model development in breast cancer by Vassilis Kilintzis, Varvara Kalokyri, Haridimos Kondylakis, Smriti Joshi, Katerina Nikiforaki, Oliver Díaz, Karim Lekadir, Manolis Tsiknakis, Kostas Marias

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Harmonization Strategies in Multicenter MRI-Based Radiomics by Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas Marias

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Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones by Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos Tachos, Vasileios C. Pezoulas, Grigorios Grigoriadis, Nikos Tsiknakis, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis

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Can Gait Features Help in Differentiating Parkinson’s Disease Medication States and Severity Levels? A Machine Learning Approach by Chariklia Chatzaki, Vasileios Skaramagkas, Zinovia Kefalopoulou, Nikolaos Tachos, Nicholas Kostikis, Foivos Kanellos, Eleftherios Triantafyllou, Elisabeth Chroni, Dimitrios I. Fotiadis, Manolis Tsiknakis

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Evaluating Gait Impairment in Parkinson’s Disease from Instrumented Insole and IMU Sensor Data by Vassilis Tsakanikas, Adamantios Ntanis, George Rigas, Christos Androutsos, Dimitrios Boucharas, Nikolaos Tachos, Vasileios Skaramagkas, Chariklia Chatzaki, Zinovia Kefalopoulou, Manolis Tsiknakis, Dimitrios Fotiadis

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MinePath: Mining for Phenotype Differential Sub-paths in Molecular Pathways. by Lefteris Koumakis, Alexandros Kanterakis, Evgenia Kartsaki, Maria Chatzimina, Michalis Zervakis, Manolis Tsiknakis, Despoina Vassou, Dimitris Kafetzopoulos, Kostas Marias, Vassilis Moustakis, George Potamias

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Quantitative comparison of motion history image variants for video-based depression assessment by Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis Simos, Kostas Marias, Fan Yang, Fabrice Meriaudeau

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Considerations for artificial intelligence clinical impact in oncologic imaging: an AI4HI position paper by Luis Marti-Bonmati, Dow-Mu Koh, Katrine Riklund, Maciej Bobowicz, Yiannis Roussakis, Joan C. Vilanova, Jurgen J. Fütterer, Jordi Rimola, Pedro Mallol, Gloria Ribas, Ana Miguel, Manolis Tsiknakis, Karim Lekadir, Gianna Tsakou

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New Insights in the Era of Clinical Biomarkers as Potential Predictors of Systemic Therapy-Induced Cardiotoxicity in Women with Breast Cancer: A Systematic Review by Alexia Alexandraki, Elisavet Papageorgiou, Marina Zacharia, Kalliopi Keramida, Andri Papakonstantinou, Carlo M. Cipolla, Dorothea Tsekoura, Katerina Naka, Ketti Mazzocco, Davide Mauri, Manolis Tsiknakis, Georgios C. Manikis, Kostas Marias, Yiola Marcou, Eleni Kakouri, Ifigenia Konstantinou, Maria Daniel, Myria Galazi, Effrosyni Kampouroglou, Domen Ribnikar, Cameron Brown, Georgia Karanasiou, Athos Antoniades, Dimitrios Fotiadis, Gerasimos Filippatos, Anastasia Constantinidou

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Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects by Haridimos Kondylakis, Varvara Kalokyri, Stelios Sfakianakis, Kostas Marias, Manolis Tsiknakis, Ana Jimenez-Pastor, Eduardo Camacho-Ramos, Ignacio Blanquer, J. Damian Segrelles, Sergio López-Huguet, Caroline Barelle, Magdalena Kogut-Czarkowska, Gianna Tsakou, Nikolaos Siopis, Zisis Sakellariou, Paschalis Bizopoulos, Vicky Drossou, Antonios Lalas, Konstantinos Votis, Pedro Mallol, Luis Marti-Bonmati, Leonor Cerdá Alberich, Karine Seymour, Samuel Boucher, Esther Ciarrocchi, Lauren Fromont, Jordi Rambla, Alexander Harms, Andrea Gutierrez, Martijn P. A. Starmans, Fred Prior, Josep Ll. Gelpi, Karim Lekadir

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Addressing the clinical unmet needs in primary Sjögren’s Syndrome through the sharing, harmonization and federated analysis of 21 European cohorts by Vasileios C. Pezoulas, Andreas Goules, Fanis Kalatzis, Luke Chatzis, Konstantina D. Kourou, Aliki Venetsanopoulou, Themis P. Exarchos, Saviana Gandolfo, Konstantinos Votis, Evi Zampeli, Jan Burmeister, Thorsten May, Manuel Marcelino Pérez, Iryna Lishchuk, Thymios Chondrogiannis, Vassiliki Andronikou, Theodora Varvarigou, Nenad Filipovic, Manolis Tsiknakis, Chiara Baldini, Michele Bombardieri, Hendrika Bootsma, Simon J. Bowman, Muhammad Shahnawaz Soyfoo, Dorian Parisis, Christine Delporte, Valérie Devauchelle-Pensec, Jacques-Olivier Pers, Thomas Dörner, Elena Bartoloni, Roberto Gerli, Roberto Giacomelli, Roland Jonsson, Wan-Fai Ng, Roberta Priori, Manuel Ramos-Casals, Kathy Sivils, Fotini Skopouli, Witte Torsten, Joel A. G. van Roon, Mariette Xavier, Salvatore De Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis

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