Charalampos Kalantzopoulos

University of Ioannina — Greece

Medicine · Health Sciences

4h-index70citations12works7.52yr avg
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Research Topics

Prostate Cancer Diagnosis and Treatment(6), Radiomics and Machine Learning in Medical Imaging(5), Advanced Neural Network Applications(3), Medical Image Segmentation Techniques(2), Prostate Cancer Treatment and Research(2)

Publications11 total

AI Model Passport: Data and System Traceability Framework for Transparent AI in Health
arXiv (Cornell University)·2025Open Access
Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models
2025· 1 cited
Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer
Bioengineering·2025· 4 citedOpen Access
AI Model Passport: Data and system traceability framework for transparent AI in health
Computational and Structural Biotechnology Journal·2025· 2 citedOpen Access
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences
Insights into Imaging·2024· 24 citedOpen Access
Spatial Attention-Enhanced Encoder-Decoder Network for Accurate Segmentation of the Prostate’s Transition Zone
2024
ResQu-Net: Effective prostate’s peripheral zone segmentation leveraging the representational power of attention-based mechanisms
Biomedical Signal Processing and Control·2024· 5 cited
AI trustworthiness in prostate cancer imaging: a look at algorithmic and system transparency<sup>*</sup>
2023· 2 citedOpen Access
Assessing the Robustness of nnU-Net in the Detection of Prostate Lesions via Bi-Parametric MRI
2023· 1 cited
Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation
2023
Organ motion quantification and margins evaluation in carbon ion therapy of abdominal lesions
Physica Medica·2020· 7 cited

Frequent Co-authors

Nikolaos S. Tachos(11), Manolis Tsiknakis(11), Kostas Marias(11), Dimitrios I. Zaridis(10), Eugenia Mylona(8), Daniele Regge(7), Dimitrios I. Fotiadis(7), George K. Matsopoulos(5), Nickolas Papanikolaou(5), Dimitrios I. Fotiadis(4), Sara Colantonio(4), Stelios Sfakianakis(3), Varvara Kalokyri(3), Dimitris Koutsouris(3), Vasileios C. Pezoulas(3), Haridimos Kondylakis(3), Nick Papanikolaou(2), Valentina Giannini(2), Simone Mazzetti(2), Maria Antonietta Pascali(2)