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

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Automated analysis for glaucoma screening of retinal videos acquired with smartphone-based ophthalmoscope von Scarpa, Fabio, Berto, Alexa, Tsiknakis, Nikos, Manikis, Georgios, Fotiadis, Dimitrios I., Marias, Kostas, Scarpa, Alberto

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Segmenting 20 Types of Pollen Grains for the Cretan Pollen Dataset v1 (CPD-1) von Tsiknakis, Nikos, Savvidaki, Elisavet, Kafetzopoulos, Sotiris, Manikis, Georgios, Vidakis, Nikolas, Marias, Kostas, Alissandrakis, Eleftherios

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Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset von Tsiknakis, Nikos, Savvidaki, Elisavet, Manikis, Georgios C, Gotsiou, Panagiota, Remoundou, Ilektra, Marias, Kostas, Alissandrakis, Eleftherios, Vidakis, Nikolas

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IVUS Longitudinal and Axial Registration for Atherosclerosis Progression Evaluation von Tsiknakis, Nikos, Spanakis, Constantinos, Tsompou, Panagiota, Karanasiou, Georgia, Karanasiou, Gianna, Sakellarios, Antonis, Rigas, George, Kyriakidis, Savvas, Papafaklis, Michael, Nikopoulos, Sotirios, Gijsen, Frank, Michalis, Lampros, Fotiadis, Dimitrios, Marias, Kostas

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Deep learning for diabetic retinopathy detection and classification based on fundus images: A review von Tsiknakis, Nikos, Theodoropoulos, Dimitris, Manikis, Georgios, Ktistakis, Emmanouil, Boutsora, Ourania, Berto, Alexa, Scarpa, Fabio, Scarpa, Alberto, Fotiadis, Dimitrios I., Marias, Kostas

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Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images von Tsiknakis, Nikos, Manikis, Georgios, Tzoras, Evangelos, Salgkamis, Dimitrios, Vidal, Joan Martinez, Wang, Kang, Zaridis, Dimitris, Sifakis, Emmanouil, Zerdes, Ioannis, Bergh, Jonas, Hartman, Johan, Acs, Balazs, Marias, Kostas, Foukakis, Theodoros

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Interpretable artificial intelligence framework for COVID-19 screening on chest X-rays von Tsiknakis, Nikos, Trivizakis, Eleftherios, Vassalou, Evangelia E., Papadakis, Georgios Z., Spandidos, Demetrios A., Tsatsakis, Aristidis, Sanchez-Garcia, Jose, Lopez-Gonzalez, Rafael, Papanikolaou, Nikolaos, Karantanas, Apostolos H., Marias, Kostas

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Automated analysis of fundus images for the diagnosis of retinal diseases: a review von Berto, Alexa, Scarpa, Fabio, Tsiknakis, Nikos, Manikis, Georgios, Fotiadis, Dimitrios I., Marias, Kostas, Scarpa, Alberto

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Dissecting Tumor-Immune Microenvironment in Breast Cancer at a Spatial and Multiplex Resolution von Tzoras, Evangelos, Zerdes, Ioannis, Tsiknakis, Nikos, Manikis, Georgios C, Mezheyeuski, Artur, Bergh, Jonas, Matikas, Alexios, Foukakis, Theodoros

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The analytical and clinical validity of AI algorithms to score TILs in TNBC: can we use different machine learning models interchangeably? von Vidal, Joan Martínez, Tsiknakis, Nikos, Staaf, Johan, Bosch, Ana, Ehinger, Anna, Nimeus, Emma, Salgado, Roberto, Bai, Yalai, Rimm, David L., Hartman, Johan, Acs, Balazs

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The analytical and clinical validity of AI algorithms to score TILs in TNBC: can we use different machine learning models interchangeably?Research in context von Joan Martínez Vidal, Nikos Tsiknakis, Johan Staaf, Ana Bosch, Anna Ehinger, Emma Nimeus, Roberto Salgado, Yalai Bai, David L. Rimm, Johan Hartman, Balazs Acs

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ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions von Zaridis, Dimitrios I., Mylona, Eugenia, Tsiknakis, Nikos, Tachos, Nikolaos S., Matsopoulos, George K., Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.

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OCT sequence registration before and after percutaneous coronary intervention (stent implantation) von Tsiknakis, Nikos, Spanakis, Constantinos, Tsoumpou, Panagiota, Karanasiou, Georgia, Karanasiou, Gianna, Sakellarios, Antonis, Rigas, George, Kyriakidis, Savvas, Papafaklis, Michail I., Nikopoulos, Sotirios, Gijsen, Frank, Michalis, Lampros, Fotiadis, Dimitrios I., Marias, Kostas

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Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis von Trivizakis, Eleftherios, Tsiknakis, Nikos, Vassalou, Evangelia E., Papadakis, Georgios Z., Spandidos, Demetrios A., Sarigiannis, Dimosthenis, Tsatsakis, Aristidis, Papanikolaou, Nikolaos, Karantanas, Apostolos H., Marias, Kostas

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Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis von Trivizakis, Eleftherios, Tsiknakis, Nikos, Vassalou, Evangelia E., Papadakis, Georgios Z., Spandidos, Demetrios A., Sarigiannis, Dimosthenis, Tsatsakis, Aristidis, Papanikolaou, Nikolaos, Karantanas, Apostolos H., Marias, Kostas

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Cretan Pollen Dataset v1 (CPD-1) von Tsiknakis, Nikos, Savvidaki, Elisavet, Kafetzopoulos, Sotiris, Manikis, Georgios, Vidakis, Nikolas, Marias, Kostas, Alissandrakis, Eleftherios

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Dissecting Tumor-Immune Microenvironment in Breast Cancer at a Spatial and Multiplex Resolution von Tzoras, Evangelos, Zerdes, Ioannis, Tsiknakis, Nikos, Manikis, Georgios C, Mezheyeuski, Artur, Bergh, Jonas, Matikas, Alexios, Foukakis, Theodoros

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Machine-learning regression in evolutionary algorithms and image registration von Spanakis, Constantinos, Mathioudakis, Emmanouil, Kampanis, Nikos, Tsiknakis, Manolis, Marias, Kostas

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Risk assessment of a cardiology eHealth service in HYGEIAnet von Stathiakis, N., Chronaki, C.E., Skipenes, E., Henriksen, E., Charalambus, E., Sykianakis, A., Vrouchos, G., Antonakis, N., Tsiknakis, M., Orphanoudakis, S.

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