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Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer Zaridis, Dimitrios I.; Pezoulas, Vasileios C.; Mylona, Eugenia; Kalantzopoulos, Charalampos N.; Tachos, Nikolaos S.; Tsiknakis, Nikos; Matsopoulos, George K.; Regge, Daniele; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas; Fotiadis, Dimitrios I. 分享 收藏
Combining Computational Fluid Dynamics, Structural Analysis, and Machine Learning to Predict Cerebrovascular Events: A Mild ML Approach Siogkas, Panagiotis K.; Pleouras, Dimitrios; Pezoulas, Vasileios; Kigka, Vassiliki; Tsakanikas, Vassilis; Fotiou, Evangelos; Potsika, Vassiliki; Charalampopoulos, George; Galyfos, George; Sigala, Fragkiska; Koncar, Igor; Fotiadis, Dimitrios I. 分享 收藏
Identification and evolution of predictors of Sjogren's disease-associated mucosa-associated lymphoid tissue lymphoma development overtime: a case-control study Goules, Andreas, V; Chatzis, Loukas; Pezoulas, Vasilis C.; Patsouras, Markos; Mavragani, Clio; Quartuccio, Luca; Baldini, Chiara; De Vita, Salvatore; Fotiadis, Dimitrios, I; Tzioufas, Athanasios G. 分享 收藏
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Small airways dysfunction in patients with systemic sclerosis and interstitial lung disease Panagopoulos, Panagiotis K.; Goules, Andreas V.; Georgakopoulou, Vasiliki E.; Kallianos, Anastasios; Chatzinikita, Eirini; Pezoulas, Vasileios C.; Malagari, Katerina; Fotiadis, Dimitrios I.; Vlachoyiannopoulos, Panayiotis; Vassilakopoulos, Theodoros; Tzioufas, Athanasios G. 分享 收藏
Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning Piculin, Matej; Smole, Tim; Zunkovic, Bojan; Kokalj, Enja; Robnik-Sikonja, Marko; Kukar, Matjaz; Fotiadis, Dimitrios, I; Pezoulas, Vasileios C.; Tachos, Nikolaos S.; Barlocco, Fausto; Mazzarotto, Francesco; Popovic, Dejana; Maier, Lars S.; Velicki, Lazar; Olivotto, Iacopo; MacGowan, Guy A.; Jakovljevic, Djordje G.; Filipovic, Nenad; Bosnic, Zoran 分享 收藏
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints Pezoulas, Vasileios C.; Kourou, Konstantina D.; Mylona, Eugenia; Papaloukas, Costas; Liontos, Angelos; Biros, Dimitrios; Milionis, Orestis, I; Kyriakopoulos, Chris; Kostikas, Kostantinos; Milionis, Haralampos; Fotiadis, Dimitrios, I 分享 收藏
A Multimodal Approach for the Risk Prediction of Intensive Care and Mortality in Patients with COVID-19 Pezoulas, Vasileios C.; Kourou, Konstantina D.; Papaloukas, Costas; Triantafyllia, Vassiliki; Lampropoulou, Vicky; Siouti, Eleni; Papadaki, Maria; Salagianni, Maria; Koukaki, Evangelia; Rovina, Nikoletta; Koutsoukou, Antonia; Andreakos, Evangelos; Fotiadis, Dimitrios I. 分享 收藏
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy 基于机器学习的肥厚型心肌病室性心动过速和心力衰竭危险分层模型 Smole, Tim; Zunkovic, Bojan; Piculin, Matej; Kokalj, Enja; Robnik-Sikonja, Marko; Kukar, Matjaz; Fotiadis, Dimitrios, I; Pezoulas, Vasileios C.; Tachos, Nikolaos S.; Barlocco, Fausto; Mazzarotto, Francesco; Popovic, Dejana; Maier, Lars; Velicki, Lazar; MacGowan, Guy A.; Olivotto, Iacopo; Filipovic, Nenad; Jakovljevic, Djordje G.; Bosnic, Zoran 分享 收藏
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains Pezoulas, Vasileios C.; Grigoriadis, Grigoris, I; Gkois, George; Tachos, Nikolaos S.; Smole, Tim; Bosnic, Zoran; Piculin, Matej; Olivotto, Iacopo; Barlocco, Fausto; Robnik-Sikonja, Marko; Jakovljevic, Djordje G.; Goules, Andreas; Tzioufas, Athanasios G.; Fotiadis, Dimitrios, I 分享 收藏
Primary Sjogren's Syndrome of Early and Late Onset: Distinct Clinical Phenotypes and Lymphoma Development 早期和晚期发作的原发性干燥综合征: 不同的临床表型和淋巴瘤发展 Goules, Andreas V.; Argyropoulou, Ourania D.; Pezoulas, Vasileios C.; Chatzis, Loukas; Critselis, Elena; Gandolfo, Saviana; Ferro, Francesco; Binutti, Marco; Donati, Valentina; Zandonella Callegher, Sara; Venetsanopoulou, Aliki; Zampeli, Evangelia; Mavrommati, Maria; Voulgari, Paraskevi V.; Exarchos, Themis; Mavragani, Clio P.; Baldini, Chiara; Skopouli, Fotini N.; Fotiadis, Dimitrios I.; De Vita, Salvatore; Moutsopoulos, Haralampos M.; Tzioufas, Athanasios G. 分享 收藏
Sjogren's Syndrome: The Clinical Spectrum of Male Patients Chatzis, Loukas; Pezoulas, Vasileios C.; Ferro, Francesco; Gandolfo, Saviana; Donati, Valentina; Binutti, Marco; Callegher, Sara Zandonella; Venetsanopoulou, Aliki; Zampeli, Evangelia; Mavrommati, Maria; Argyropoulou, Ourania D.; Michalopoulos, Giorgos; Voulgari, Paraskevi V.; Exarchos, Themis; Baldini, Chiara; Skopouli, Fotini N.; Fotiadis, Dimitrios, I; De Vita, Salvatore; Moutsopoulos, Haralampos M.; Tzioufas, Athanasios G.; Goules, Andreas, V 分享 收藏
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Medical data quality assessment: On the development of an automated framework for medical data curation 医疗数据质量评估: 关于医疗数据管理自动化框架的开发 Pezoulas, Vasileios C.; Kourou, Konstantina D.; Kalatzis, Fanis; Exarchos, Themis P.; Venetsanopoulou, Aliki; Zampeli, Evi; Gandolfo, Saviana; Skopouli, Fotini; De Vita, Salvatore; Tzioufas, Athanasios G.; Fotiadis, Dimitrios I. 分享 收藏
Cohort Harmonization and Integrative Analysis From a Biomedical Engineering Perspective Kourou, Konstadina D.; Pezoulas, Vasileios C.; Georga, Eleni, I; Exarchos, Themis P.; Tsanakas, Panayiotis; Tsiknakis, Manolis; Varvarigou, Theodora; De Vita, Salvatore; Tzioufas, Athanasios; Fotiadis, Dimitrios, I 分享 收藏
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