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Jacopo Lenkowicz
Jacopo Lenkowicz
PhD, Policlinico Universitario A. Gemelli IRCCS
Dirección de correo verificada de unicatt.it
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Año
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
23272020
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
1282019
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
1102018
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
822021
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
742020
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
722020
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
572017
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
542018
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
522019
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
472019
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
452019
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
422020
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
412020
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
372021
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
372020
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
352022
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
352019
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
332018
Results from the image biomarker standardisation initiative
A Zwanenburg, M Abdalah, S Ashrafinia, J Beukinga, M Bogowicz, ...
Radiotherapy and Oncology, 2018
332018
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
332017
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Artículos 1–20