The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ... Radiology 295 (2), 328-338, 2020 | 2388 | 2020 |
Delta radiomics for rectal cancer response prediction with hybrid 0.35 T magnetic resonance-guided radiotherapy (MRgRT): a hypothesis-generating study for an innovative … L Boldrini, D Cusumano, G Chiloiro, C Casà, C Masciocchi, J Lenkowicz, ... La radiologia medica 124, 145-153, 2019 | 129 | 2019 |
Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer D Cusumano, N Dinapoli, L Boldrini, G Chiloiro, R Gatta, C Masciocchi, ... La radiologia medica 123, 286-295, 2018 | 111 | 2018 |
A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer D Cusumano, G Meijer, J Lenkowicz, G Chiloiro, L Boldrini, C Masciocchi, ... La radiologia medica 126, 421-429, 2021 | 83 | 2021 |
CT radiomics signature of tumor and peritumoral lung parenchyma to predict nonsmall cell lung cancer postsurgical recurrence risk TA D'Antonoli, A Farchione, J Lenkowicz, M Chiappetta, G Cicchetti, ... Academic radiology 27 (4), 497-507, 2020 | 74 | 2020 |
A deep learning approach to generate synthetic CT in low field MR-guided adaptive radiotherapy for abdominal and pelvic cases D Cusumano, J Lenkowicz, C Votta, L Boldrini, L Placidi, F Catucci, ... Radiotherapy and Oncology 153, 205-212, 2020 | 73 | 2020 |
pMineR: An innovative R library for performing process mining in medicine R Gatta, J Lenkowicz, M Vallati, E Rojas, A Damiani, L Sacchi, B De Bari, ... Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017 | 58 | 2017 |
ENT COBRA ONTOLOGY: the covariates classification system proposed by the Head & Neck and Skin GEC-ESTRO Working Group for interdisciplinary standardized data collection in head … L Tagliaferri, A Budrukkar, J Lenkowicz, M Cambeiro, F Bussu, JL Guinot, ... Journal of contemporary brachytherapy 10 (3), 260-266, 2018 | 54 | 2018 |
Identification of the most significant magnetic resonance imaging (MRI) radiomic features in oncological patients with vertebral bone marrow metastatic disease: a feasibility study L Filograna, J Lenkowicz, F Cellini, N Dinapoli, S Manfrida, N Magarelli, ... La radiologia medica 124, 50-57, 2019 | 52 | 2019 |
Comparison of radiomics tools for image analyses and clinical prediction in nasopharyngeal carcinoma ZG Liang, HQ Tan, F Zhang, LK Rui Tan, L Lin, J Lenkowicz, H Wang, ... The British Journal of Radiology 92 (1102), 20190271, 2019 | 48 | 2019 |
Towards a modular decision support system for radiomics: A case study on rectal cancer R Gatta, M Vallati, N Dinapoli, C Masciocchi, J Lenkowicz, D Cusumano, ... Artificial intelligence in medicine 96, 145-153, 2019 | 45 | 2019 |
Delta radiomics can predict distant metastasis in locally advanced rectal cancer: the challenge to personalize the cure G Chiloiro, P Rodriguez-Carnero, J Lenkowicz, C Casa, C Masciocchi, ... Frontiers in Oncology 10, 595012, 2020 | 43 | 2020 |
External validation of early regression index (ERITCP) as predictor of pathologic complete response in rectal cancer using magnetic resonance-guided radiation therapy D Cusumano, L Boldrini, P Yadav, G Yu, B Musurunu, G Chiloiro, A Piras, ... International Journal of Radiation Oncology* Biology* Physics 108 (5), 1347-1356, 2020 | 41 | 2020 |
Delta radiomics for rectal cancer response prediction using low field magnetic resonance guided radiotherapy: an external validation D Cusumano, L Boldrini, P Yadav, G Yu, B Musurunu, G Chiloiro, A Piras, ... Physica Medica 84, 186-191, 2021 | 37 | 2021 |
SKIN-COBRA (Consortium for Brachytherapy data Analysis) ontology: The first step towards interdisciplinary standardized data collection for personalized oncology in skin cancer V Lancellotta, JL Guinot, B Fionda, A Rembielak, A Di Stefani, ... Journal of contemporary brachytherapy 12 (2), 105-110, 2020 | 37 | 2020 |
Does restaging MRI radiomics analysis improve pathological complete response prediction in rectal cancer patients? A prognostic model development G Chiloiro, D Cusumano, P de Franco, J Lenkowicz, L Boldrini, D Carano, ... La radiologia medica 127 (1), 11-20, 2022 | 35 | 2022 |
Clinical guidelines: a crossroad of many research areas. Challenges and opportunities in process mining for healthcare R Gatta, M Vallati, C Fernández-Llatas, A Martinez-Millana, S Orini, ... Business Process Management Workshops: BPM 2019 International Workshops …, 2019 | 35 | 2019 |
Ruthenium brachytherapy for uveal melanomas: Factors affecting the development of radiation complications MM Pagliara, L Tagliaferri, L Azario, J Lenkowicz, A Lanza, R Autorino, ... Brachytherapy 17 (2), 432-438, 2018 | 33 | 2018 |
Results from the image biomarker standardisation initiative A Zwanenburg, M Abdalah, S Ashrafinia, J Beukinga, M Bogowicz, ... Radiotherapy and Oncology, 2018 | 33 | 2018 |
Generating and comparing knowledge graphs of medical processes using pMineR R Gatta, M Vallati, J Lenkowicz, E Rojas, A Damiani, L Sacchi, B De Bari, ... Proceedings of the 9th Knowledge Capture Conference, 1-4, 2017 | 33 | 2017 |