Eleftherios Tzanis | Karolinska Institutet

Publikationer
Populärvetenskap och samverkan

Artiklar

Journal article: EUROPEAN JOURNAL OF RADIOLOGY ARTIFICIAL INTELLIGENCE. 2025;4:100044
mAIstro: An open-source multi-agent system for automated end-to-end development of radiomics and deep learning models for medical imaging
Tzanis E; Klontzas ME
Journal article: EUROPEAN JOURNAL OF RADIOLOGY. 2025;190:112236
A machine learning approach for personalized breast radiation dosimetry in CT: Integrating radiomics and deep neural networks
Tzanis E; Stratakis J; Damilakis J
Journal article: PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS. 2025;130:104896
A qualitative, quantitative and dosimetric evaluation of a machine learning-based automatic segmentation method in treatment planning for gastric cancer
Mazonakis M; Tzanis E; Kachris S; Lyraraki E; Damilakis J
Journal article: EUROPEAN RADIOLOGY. 2025;35(2):919-928
A machine learning-based pipeline for multi-organ/tissue patient-specific radiation dosimetry in CT.
Tzanis E; Damilakis J
Journal article: PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS. 2024;117:103195
A fully automated machine learning-based methodology for personalized radiation dose assessment in thoracic and abdomen CT
Tzanis E; Stratakis J; Myronakis M; Damilakis J
Journal article: PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS. 2023;114:103140
A neural network-enhanced methodology for the rapid establishment of local DRLs in interventional radiology: EVAR as a case example
Tzanis E; Damilakis J
Journal article: CANCERS. 2022;14(24):6098
Automatic Radiobiological Comparison of Radiation Therapy Plans: An Application to Gastric Cancer
Mazonakis M; Tzanis E; Lyraraki E; Damilakis J
Journal article: EUROPEAN RADIOLOGY. 2022;32(9):6418-6426
A novel methodology to train and deploy a machine learning model for personalized dose assessment in head CT.
Tzanis E; Damilakis J
Journal article: REPORTS OF PRACTICAL ONCOLOGY AND RADIOTHERAPY. 2022;27(1):170-175
A software tool for organ-specific second cancer risk assessment from exposure to therapeutic doses.
Tzanis E; Mazonakis M; Damilakis J
Journal article: EUROPEAN RADIOLOGY. 2021;31(9):6547-6554
A novel personalized dosimetry method for endovascular aneurysm repair (EVAR) procedures.
Tzanis E; Perisinakis K; Ioannou CV; Tsetis D; Damilakis J
Journal article: PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS. 2021;85:123-128
Radiation exposure to infants undergoing voiding cystourethrography: The importance of the digital imaging technology.
Tzanis E; Raissaki M; Konstantinos A; Damilakis J; Perisinakis K
Journal article: PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS. 2020;73:89-94
Complexity-based local diagnostic reference levels (DRLs) for standard endovascular aneurysm repair (EVAR) procedures
Tzanis E; Ioannou CV; Tsetis D; Lioudaki S; Matthaiou N; Damilakis J
Journal article: RADIOLOGIA MEDICA. 2019;124(6):539-545
Occupational exposure during endovascular aneurysm repair (EVAR) and aortoiliac percutaneous transluminal angioplasty (PTA) procedures
Tzanis E; Tsetis D; Kehagias E; Ioannou CV; Damilakis J

Alla övriga publikationer

Review: DIAGNOSTIC AND INTERVENTIONAL IMAGING. 2026;107(1):7-16
Agentic systems in radiology: Principles, opportunities, privacy risks, regulation, and sustainability concerns
Tzanis E; Adams LC; D'antonoli TA; Bressem KK; Cuocolo R; Kocak B; Malamateniou C; Klontzas ME
Preprint: ARXIV. 2025
ReclAIm: A multi-agent framework for degradation-aware performance tuning of medical imaging AI
Tzanis E; Klontzas ME
Preprint: ARXIV. 2025
mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging
Tzanis E; Klontzas ME

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