| Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization P Papadimitroulas, L Brocki, NC Chung, W Marchadour, F Vermet, ... Physica Medica 83, 108-121, 2021 | 153 | 2021 |
| A radiomic‐ and dosiomic‐based machine learning regression model for pretreatment planning in 177Lu‐DOTATATE therapy D Plachouris, V Eleftheriadis, T Nanos, N Papathanasiou, D Sarrut, ... Medical physics 50 (11), 7222-7235, 2023 | 8 | 2023 |
| HPC+ in the medical field: Overview and current examples M Koch, C Arlandini, G Antonopoulos, A Baretta, P Beaujean, GJ Bex, ... Technology and Health Care 31 (4), 1509-1523, 2023 | 5 | 2023 |
| Photograph to X-ray image translation for anatomical mouse mapping in preclinical nuclear molecular imaging E Fysikopoulos, M Rouchota, V Eleftheriadis, CA Gatsiou, I Pilatis, ... Proceedings of 2021 International Conference on Medical Imaging and Computer …, 2022 | 5 | 2022 |
| A framework for prediction of personalized pediatric nuclear medical dosimetry based on machine learning and Monte Carlo techniques V Eleftheriadis, G Savvidis, V Paneta, K Chatzipapas, GC Kagadis, ... Physics in Medicine & Biology 68 (8), 084004, 2023 | 4 | 2023 |
| Optical to Planar X-ray Mouse Image Mapping in Preclinical Nuclear Medicine Using Conditional Adversarial Networks E Fysikopoulos, M Rouchota, V Eleftheriadis, CA Gatsiou, I Pilatis, ... Journal of Imaging 7 (12), 262, 2021 | 2 | 2021 |
| Interactive web application for Explainable DNN-based AI models in oncology V Paneta, L Brocki, V Eleftheriadis, P Papadimitroulas, NC Chung 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023 | 1 | 2023 |
| P. 3.2 MC SIMULATIONS: USE CASES FOR PRECISION NUCLEAR MEDICINE G Savvidis, V Paneta, V Eleftheriadis, P Papadimitroulas Physica Medica 127, 104652, 2024 | | 2024 |
| PP. 6.6 AI USE CASES FOR PRECISION MEDICAL IMAGING V Paneta, V Eleftheriadis, G Savvidis, P Papadimitroulas Physica Medica 127, 104610, 2024 | | 2024 |
| Standardization of breast CT imaging and dosimetry MC simulations using GATE G Savvidis, A Sarno, G Mettivier, V Paneta, V Eleftheriadis, P Russo, ... 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023 | | 2023 |
| Radiomics and Machine Learning for Skeletal Muscle Injury Recovery Prediction V Eleftheriadis, JRH Camacho, V Paneta, B Paun, C Aparicio, V Venegas, ... IEEE Transactions on Radiation and Plasma Medical Sciences, 2023 | | 2023 |
| HPC+ in the medical field: Overview and current examples. C Arlandini, G Antonopoulos, A Baretta, P Beaujean, GJ Bex, ... Technology and Health Care: Official Journal of the European Society for …, 2023 | | 2023 |
| A MACHINE LEARNING APPROACH FOR PERSONALIZED DOSIMETRY PREDICTION IN PEDIATRIC NUCLEAR MEDICINE APPLICATIONS MV Eleftheriadis, MG Savvidis, G Loudos, P Papadimitroulas Physica Medica: European Journal of Medical Physics 104, S76-S77, 2022 | | 2022 |
| A Machine Learning Prognostic Model for the Assessment of 177-Lu-DOTATATE Therapy Using Dose and Radiomics Features Analysis D Plachouris, V Eleftheriadis, T Nanos, P Papadimitroulas, L Vergnaud, ... MEDICAL PHYSICS 49 (6), E810-E811, 2022 | | 2022 |
| Ανάπτυξη μοντέλου υποστήριξης της ανίχνευσης του καρκίνου του μαστού από εξετάσεις αίματος, βασισμένο σε τεχνικές συλλογικής μάθησης. Β Ελευθεριάδης | | 2022 |
| Performance evaluation of a Pix2Pix synthetic Xray image generator for preclinical applications V Eleftheriadis, P Valentina, E Fysikopoulos, P Papadimitroulas | | |
| Development & Evaluation of 3D PET synthetic tumors using TGAN and radiomics: Towards a digital patient population V Paneta, V Eleftheriadis, G Savvidis, P Papadimitroulas The International Networking Symposium on Artificial Intelligence and …, 0 | | |
