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Grigorios Kalliatakis

Refining activation downsampling with SoftPool
2021 · Alexandros Stergiou, Ronald Poppe, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 317
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Evaluation of an AI Model to Assess Future Breast Cancer Risk
2023 · Celeste Damiani, Grigorios Kalliatakis, et al. · Radiology · 56
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences
2024 · Eugenia Mylona, Dimitrios I. Zaridis, et al. · Insights into Imaging · 52
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Detection of Human Rights Violations in Images: Can Convolutional Neural Networks Help?
2017 · Grigorios Kalliatakis, Shoaib Ehsan, et al. · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) · 43
MAT-CNN-SOPC: Motionless Analysis of Traffic Using Convolutional Neural Networks on System-On-a-Programmable-Chip
2018 · Somdip Dey, Grigorios Kalliatakis, et al. · NASA/ESA Conference on Adaptive Hardware and Systems (AHS) · 26
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Evaluating Deep Convolutional Neural Networks for Material Classification
2017 · Grigorios Kalliatakis, Georgios Stamatiadis, et al. · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) · 20
Exploring Object-Centric and Scene-Centric CNN Features and Their Complementarity for Human Rights Violations Recognition in Images
2019 · Grigorios Kalliatakis, Shoaib Ehsan, et al. · IEEE Access · 14
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Traffic Sign Recognition based on Synthesised Training Data
2018 · Alexandros Stergiou, Grigorios Kalliatakis, et al. · Big Data and Cognitive Computing · 11
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Conceiving Human Interaction by Visualising Depth Data of Head Pose Changes and Emotion Recognition via Facial Expressions
2017 · Grigorios Kalliatakis, Alexandros Stergiou, et al. · Computers · 9
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A Paradigm Shift: Detecting Human Rights Violations Through Web Images
2017 · Kalliatakis, Grigorios, Ehsan, Shoaib, et al. · arXiv (Cornell University) · 7
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DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level
2019 · Kalliatakis, Grigorios, Ehsan, Shoaib, et al. · arXiv (Cornell University) · 5
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Material Classification in theWild: Do Synthesized Training Data Generalise Better than Real-world Training Data?
2018 · Grigorios Kalliatakis, Anca Sticlaru, et al. · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) · 5
Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks
2025 · Avtantil Dimitriadis, Grigorios Kalliatakis, et al. · Journal of Imaging · 4
Radiomics Prediction of Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer: Interpretation and Imaging Pitfalls
2025 · Georgios S. Ioannidis, Smriti Joshi, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 3
Moving Healthcare AI Support Systems for Visually Detectable Diseases to Constrained Devices
2024 · Tess Watt, Christos Chrysoulas, et al. · Applied Sciences · 3
An Interdisciplinary Ecosystem for the Prevention of Cardiotoxicity in Older Patients With Breast Cancer: Protocol for a Prospective and Multicentric Study
2025 · Gaia Giulia Angela Sacco, Ketti Mazzocco, et al. · JMIR Research Protocols · 2
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Head pose 3D data web-based visualization
2015 · Grigorios Kalliatakis, Georgios Triantafyllidis, et al. · international conference on 3D web technology · 2
EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology
2026 · Kalliatakis, Grigorios, Karanasiou, Georgia, et al. · arXiv (Cornell University) · 1
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CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity
2023 · G. Karanasiou, L. Koumakis, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 1
Image based Touristic Monument Classification using Graph based Visual Saliency and Scale-Invariant Feature Transform
2012 · Grigorios E. Kalliatakis, Tsampikos Kounalakis, et al. · IASTED International Conference on Signal Processing, Pattern Recognition and Applications / Computer Graphics and Imaging (SPPRA/CGIM) · 1
Cross-attention fusion of biparametric MRI sequences with demographic and clinical variables for patient-level classification of clinically significant prostate cancer
2026 · Avtantil Dimitriadis, Grigorios Kalliatakis, et al. · Scientific Reports
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SkepticalNet: A Safety-Aware Interactive Segmentation Framework for Neuro-Oncology
2026 · Efstathios Kyriazis, Grigorios Kalliatakis, et al. · Lecture notes in computer science
Physical activity, wearable-derived physiological markers, and stress regulation in older women with breast cancer undergoing treatment: associations with wellbeing and cardiotoxicity status
2026 · Kyprakis, Ioannis, Bonacina, Glora, et al. · Zenodo (CERN European Organization for Nuclear Research)
EchoRisk-MICCAI: AI for Cardiac Function Estimation, Assessment and Early Prediction of Therapy-Induced Cardiotoxicity from Echocardiography
2026 · Marias, Kostas, Tsiknakis, Manolis, et al. · Zenodo (CERN European Organization for Nuclear Research)
Explainable Radiomics-Based Model for Automatic Image Quality Assessment in Breast Cancer DCE MRI Data
2025 · Georgios S. Ioannidis, Katerina Nikiforaki, et al. · Journal of Imaging
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Works count: 31
Citation count: 582
H-index: 9
I10-index: 8
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