Stress and anxiety detection using facial cues from videos G Giannakakis, M Pediaditis, D Manousos, E Kazantzaki, F Chiarugi, ... Biomedical Signal Processing and Control 31, 89-101, 2017 | 343 | 2017 |
Automatic assessment of depression based on visual cues: A systematic review A Pampouchidou, PG Simos, K Marias, F Meriaudeau, F Yang, ... IEEE Transactions on Affective Computing 10 (4), 445-470, 2017 | 209 | 2017 |
Deep learning for diabetic retinopathy detection and classification based on fundus images: A review N Tsiknakis, D Theodoropoulos, G Manikis, E Ktistakis, O Boutsora, ... Computers in biology and medicine 135, 104599, 2021 | 188 | 2021 |
A novel method to detect heart beat rate using a mobile phone P Pelegris, K Banitsas, T Orbach, K Marias 2010 annual international conference of the IEEE engineering in medicine and …, 2010 | 186 | 2010 |
Review of eye tracking metrics involved in emotional and cognitive processes V Skaramagkas, G Giannakakis, E Ktistakis, D Manousos, I Karatzanis, ... IEEE Reviews in Biomedical Engineering 16, 260-277, 2021 | 140 | 2021 |
Extending 2-D convolutional neural networks to 3-D for advancing deep learning cancer classification with application to MRI liver tumor differentiation E Trivizakis, GC Manikis, K Nikiforaki, K Drevelegas, M Constantinides, ... IEEE journal of biomedical and health informatics 23 (3), 923-930, 2018 | 135 | 2018 |
Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays N Tsiknakis, E Trivizakis, EE Vassalou, GZ Papadakis, DA Spandidos, ... Experimental and Therapeutic Medicine 20 (2), 727-735, 2020 | 122 | 2020 |
Depression assessment by fusing high and low level features from audio, video, and text A Pampouchidou, O Simantiraki, A Fazlollahi, M Pediaditis, D Manousos, ... Proceedings of the 6th International Workshop on Audio/Visual Emotion …, 2016 | 122 | 2016 |
Wize Mirror-a smart, multisensory cardio-metabolic risk monitoring system Y Andreu, F Chiarugi, S Colantonio, G Giannakakis, D Giorgi, ... Computer Vision and Image Understanding 148, 3-22, 2016 | 104 | 2016 |
Technology-based innovations to foster personalized healthy lifestyles and well-being: a targeted review EG Spanakis, S Santana, M Tsiknakis, K Marias, V Sakkalis, A Teixeira, ... Journal of medical Internet research 18 (6), e128, 2016 | 91 | 2016 |
Fusion of contrast-enhanced breast MR and mammographic imaging data CP Behrenbruch, K Marias, PA Armitage, M Yam, N Moore, RE English, ... Medical Image Analysis 7 (3), 311-340, 2003 | 87 | 2003 |
A registration framework for the comparison of mammogram sequences K Marias, C Behrenbruch, S Parbhoo, A Seifalian, M Brady IEEE Transactions on Medical Imaging 24 (6), 782-790, 2005 | 79 | 2005 |
Facial geometry and speech analysis for depression detection A Pampouchidou, O Simantiraki, CM Vazakopoulou, C Chatzaki, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 73 | 2017 |
iManageCancer: Developing a platform for Empowering patients and strengthening self-management in cancer diseases H Kondylakis, A Bucur, F Dong, C Renzi, A Manfrinati, N Graf, S Hoffman, ... 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017 | 72 | 2017 |
FUTURE-AI: guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging K Lekadir, R Osuala, C Gallin, N Lazrak, K Kushibar, G Tsakou, S Aussó, ... arXiv preprint arXiv:2109.09658, 2021 | 68 | 2021 |
A biologically inspired algorithm for microcalcification cluster detection MG Linguraru, K Marias, R English, M Brady Medical image analysis 10 (6), 850-862, 2006 | 68 | 2006 |
A stress recognition system using HRV parameters and machine learning techniques G Giannakakis, K Marias, M Tsiknakis 2019 8th International Conference on Affective Computing and Intelligent …, 2019 | 66 | 2019 |
Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care E Trivizakis, GZ Papadakis, I Souglakos, N Papanikolaou, L Koumakis, ... International journal of oncology 57 (1), 43-53, 2020 | 64 | 2020 |
An image analysis framework for the early assessment of hypertensive retinopathy signs GC Manikis, V Sakkalis, X Zabulis, P Karamaounas, A Triantafyllou, ... 2011 E-Health and Bioengineering Conference (EHB), 1-6, 2011 | 64 | 2011 |
Evaluation of personal health record systems through the lenses of EC research projects I Genitsaridi, H Kondylakis, L Koumakis, K Marias, M Tsiknakis Computers in biology and medicine 59, 175-185, 2015 | 63 | 2015 |