Are 3d better than 2d convolutional neural networks for medical imaging semantic segmentation? L Crespi, D Loiacono, P Sartori
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
15 2022 Enhancing radiotherapy workflow for head and neck cancer with artificial intelligence: a systematic review C Franzese, D Dei, N Lambri, MA Teriaca, M Badalamenti, L Crespi, ...
Journal of Personalized Medicine 13 (6), 946, 2023
10 2023 Automatic planning of the lower extremities for total marrow irradiation using volumetric modulated arc therapy N Lambri, D Dei, V Hernandez, I Castiglioni, E Clerici, L Crespi, ...
Strahlentherapie und Onkologie 199 (4), 412-419, 2023
9 2023 Internal guidelines for reducing lymph node contour variability in total marrow and lymph node irradiation D Dei, N Lambri, S Stefanini, V Vernier, RC Brioso, L Crespi, E Clerici, ...
Cancers 15 (5), 1536, 2023
6 2023 Impact of the extremities positioning on the set-up reproducibility for the total marrow irradiation treatment N Lambri, SL Antonetti, D Dei, L Bellu, S Bramanti, RC Brioso, ...
Current Oncology 30 (4), 4067-4077, 2023
4 2023 Chest X-Rays Image Classification from L Crespi, D Loiacono, A Chiti
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2021
4 2021 Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs L Crespi, S Camnasio, D Dei, N Lambri, P Mancosu, M Scorsetti, ...
arXiv preprint arXiv:2407.10888, 2024
1 2024 Ensemble Methods for Multi-Organ Segmentation in CT series L Crespi, P Roncaglioni, D Dei, C Franzese, N Lambri, D Loiacono, ...
2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023
1 2023 Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images L Crespi, M Portanti, D Loiacono
2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023
1 2023 Towards a comprehensive application of deep learning methods in medical imaging: semantic segmentation, features extraction, synthetic image generation L Crespi
1 2023 Machine learning and lean six sigma for targeted patient-specific quality assurance of volumetric modulated arc therapy plans N Lambri, D Dei, G Goretti, L Crespi, RC Brioso, M Pelizzoli, S Parabicoli, ...
Physics and Imaging in Radiation Oncology 31, 100617, 2024
2024 Deep learning‐based optimization of field geometry for total marrow irradiation delivered with volumetric modulated arc therapy N Lambri, G Longari, D Loiacono, RC Brioso, L Crespi, C Galdieri, ...
Medical Physics 51 (6), 4402-4412, 2024
2024 745: whole body MRI for contouring of total marrow and lymph node irradiation D Dei, P Navarria, L Bellu, E Clerici, N Lambri, RC Brioso, L Crespi, ...
Radiotherapy and Oncology 194, S1136-S1138, 2024
2024 Deep learning and atlas-based models to streamline the segmentation workflow of total marrow and lymphoid irradiation D Dei, N Lambri, L Crespi, RC Brioso, D Loiacono, E Clerici, L Bellu, ...
La radiologia medica 129 (3), 515-523, 2024
2024 PO-2355 Internal guidelines to reduce lymph-node contour variability for total marrow/lymph node irradiation D Dei, N Lambri, L Crespi, RC Brosio, D Loiacono, M Scorsetti, ...
Radiotherapy and Oncology 182, S2118-S2120, 2023
2023 PO-1645 Deep learning and atlas-based approaches for Total Marrow and Lymphoid Irradiation segmentation D Dei, N Lambri, L Crespi, RC Brosio, D Loiacono, M Scorsetti, ...
Radiotherapy and Oncology 182, S1342-S1344, 2023
2023 PD-0903 Human validation of a Deep Learning MRI-based Synthetic CT for RT Planning L Crespi, S Camnasio, D Dei, N Lambri, P Mancosu, M Scorsetti, ...
Radiotherapy and Oncology 182, S750-S751, 2023
2023 PD-0582 Multicentric validation of an automatic planning tool for TMI and TBI lower-extremities using VMAT N Lambri, G D’Onofrio, F Lliso, FJ Luis-Simon, S Broggi, D Dei, RC Brioso, ...
Radiotherapy and Oncology 182, S464-S465, 2023
2023 MULTI-CENTER VALIDATION OF AN AUTOMATIC PLANNING TOOL FOR LOWER-EXTREMITIES TMI AND TBI P Mancosu, N Lambri, G D’Onofrio, F Lliso, FJ Luis-Simon, S Broggi, ...
Physica Medica 115, 1-1, 2023
2023 Combining Single-Organ Deep Learning Segmentation Models for Total Marrow Irradiation L Crespi, P Roncaglioni, D Dei, N Lambri, P Mancosu, D Loiacono
Radiotherapy and Oncology 170, S280-S281, 2022
2022 
Daniele LoiaconoPolitecnico di MilanoVerified email at polimi.it
