| 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 | 212 | 2021 |
| 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 | 127 | 2020 |
| Advancing COVID‑19 differentiation with a robust preprocessing and integration of multi‑institutional open‑repository computer tomography datasets for deep learning analysis E Trivizakis, N Tsiknakis, EE Vassalou, GZ Papadakis, DA Spandidos, ... Experimental and therapeutic medicine 20 (5), 1-1, 2020 | 18 | 2020 |
| Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones DI Zaridis, E Mylona, N Tachos, VC Pezoulas, G Grigoriadis, N Tsiknakis, ... Scientific Reports 13 (1), 714, 2023 | 12 | 2023 |
| Dissecting tumor-immune microenvironment in breast cancer at a spatial and multiplex resolution E Tzoras, I Zerdes, N Tsiknakis, GC Manikis, A Mezheyeuski, J Bergh, ... Cancers 14 (8), 1999, 2022 | 12 | 2022 |
| Pollen grain classification based on ensemble transfer learning on the Cretan Pollen Dataset N Tsiknakis, E Savvidaki, GC Manikis, P Gotsiou, I Remoundou, K Marias, ... Plants 11 (7), 919, 2022 | 8 | 2022 |
| Segmenting 20 Types of Pollen Grains for the Cretan Pollen Dataset v1 (CPD-1) N Tsiknakis, E Savvidaki, S Kafetzopoulos, G Manikis, N Vidakis, K Marias, ... Applied Sciences 11 (14), 6657, 2021 | 5 | 2021 |
| Ivus longitudinal and axial registration for atherosclerosis progression evaluation N Tsiknakis, C Spanakis, P Tsompou, G Karanasiou, G Karanasiou, ... Diagnostics 11 (8), 1513, 2021 | 4 | 2021 |
| OCT sequence registration before and after percutaneous coronary intervention (stent implantation) N Tsiknakis, C Spanakis, P Tsoumpou, G Karanasiou, G Karanasiou, ... Biomedical Signal Processing and Control 79, 104251, 2023 | 2 | 2023 |
| Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis N Tsiknakis, E Tzoras, I Zerdes, GC Manikis, B Acs, J Hartman, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 1 | 2023 |
| Automated analysis for glaucoma screening of retinal videos acquired with smartphone-based ophthalmoscope F Scarpa, A Berto, N Tsiknakis, G Manikis, DI Fotiadis, K Marias, A Scarpa Heliyon 10 (14), 2024 | | 2024 |
| Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images N Tsiknakis, G Manikis, E Tzoras, D Salgkamis, JM Vidal, K Wang, ... IEEE Journal of Biomedical and Health Informatics, 2024 | | 2024 |
| Estimating benefit from dose dense adjuvant chemotherapy for early breast cancer in the PANTHER randomized phase 3 trial. A Matikas, M Gnant, H Johansson, M Untch, N Tsiknakis, R Greil, S Loibl, ... Journal of Clinical Oncology 42 (16_suppl), 521-521, 2024 | | 2024 |
| ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions DI Zaridis, E Mylona, N Tsiknakis, NS Tachos, GK Matsopoulos, K Marias, ... Patterns, 2024 | | 2024 |
| Abstract PO2-07-06: Multimodal learning predictor of HER2-positive breast cancer therapy response in the randomized PREDIX HER2 trial K Wang, Y Zhu, I Zerdes, E Sifakis, G Manikis, D Salgkamis, N Tsiknakis, ... Cancer Research 84 (9_Supplement), PO2-07-06-PO2-07-06, 2024 | | 2024 |
| 69P Deep learning prognostication through prediction of TP53 gene mutation status on breast cancer hematoxylin and eosin slides N Tsiknakis, D Salgkamis, E Tzoras, K Wang, X Liu, G Manikis, EG Sifakis, ... ESMO Open 9, 2024 | | 2024 |
| 137P Adherence to and optimization of guidelines for risk of recurrence/Prosigna testing using a machine learning model: A Swedish multicenter study U Kjällquist, N Tsiknakis, B Acs, S Margolin, M Ekholm, LE Kessler, ... ESMO Open 9, 2024 | | 2024 |
| Adherence to and optimization of guidelines for Risk of Recurrence/Prosigna testing using a machine learning model: a Swedish multicenter study U Kjällquist, N Tsiknakis, B Acs, S Margolin, LE Kessler, S Levy, ... | | 2024 |
| Multiomic profiling reveals predictive molecular characteristics of response to neoadjuvant antibody-drug conjugate versus chemotherapy and dual HER2 blockade in HER2 positive … T Foukakis, K Wang, I Zerdes, Y Zhu, E Sifakis, N Tsiknakis, G Manikis, ... European Journal of Cancer 200, 2024 | | 2024 |
| Automated analysis of fundus images for the diagnosis of retinal diseases: a review A Berto, F Scarpa, N Tsiknakis, G Manikis, DI Fotiadis, K Marias, A Scarpa Research on Biomedical Engineering 40 (1), 225-251, 2024 | | 2024 |
Kostas MariasProfessor, Dept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
