1
|
Fiandra C, Rosati S, Arcadipane F, Dinapoli N, Fato M, Franco P, Gallio E, Scaffidi Gennarino D, Silvetti P, Zara S, Ricardi U, Balestra G. Active bone marrow segmentation based on computed tomography imaging in anal cancer patients: A machine-learning-based proof of concept. Phys Med 2023; 113:102657. [PMID: 37567068 DOI: 10.1016/j.ejmp.2023.102657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 06/30/2023] [Accepted: 08/05/2023] [Indexed: 08/13/2023] Open
Abstract
PURPOSE Different methods are available to identify haematopoietically active bone marrow (ActBM). However, their use can be challenging for radiotherapy routine treatments, since they require specific equipment and dedicated time. A machine learning (ML) approach, based on radiomic features as inputs to three different classifiers, was applied to computed tomography (CT) images to identify haematopoietically active bone marrow in anal cancer patients. METHODS A total of 40 patients was assigned to the construction set (training set + test set). Fluorine-18-Fluorodeoxyglucose Positron Emission Tomography (18FDG-PET) images were used to detect the active part of the pelvic bone marrow (ActPBM) and stored as ground-truth for three subregions: iliac, lower pelvis and lumbosacral bone marrow (ActIBM, ActLPBM, ActLSBM). Three parameters were used for the correspondence analyses between 18FDG-PET and ML classifiers: DICE index, Precision and Recall. RESULTS For the 40-patient cohort, median values [min; max] of the Dice index were 0.69 [0.20; 0.84], 0.76 [0.25; 0.89], and 0.36 [0.15; 0.67] for ActIBM, ActLSBM, and ActLPBM, respectively. The Precision/Recall (P/R) ratio median value for the ActLPBM structure was 0.59 [0.20; 1.84] (over segmentation), while for the other two subregions the P/R ratio median has values of 1.249 [0.43; 4.15] for ActIBM and 1.093 [0.24; 1.91] for ActLSBM (under segmentation). CONCLUSION A satisfactory degree of overlap compared to 18FDG-PET was found for 2 out of the 3 subregions within pelvic bones. Further optimization and generalization of the process is required before clinical implementation.
Collapse
Affiliation(s)
- C Fiandra
- Department of Oncology, University of Turin, Turin, Italy.
| | - S Rosati
- Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| | - F Arcadipane
- Department of Oncology, University of Turin, Turin, Italy
| | - N Dinapoli
- UOC Radioterapia Oncologica, Dipartimento Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - M Fato
- Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genova, Genova, Italy
| | - P Franco
- Department of Oncology, University of Turin, Turin, Italy
| | - E Gallio
- Medical Physics Unit, A.O.U. Città della Salute e della Scienza, Turin, Italy
| | - D Scaffidi Gennarino
- Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| | - P Silvetti
- Department of Oncology, University of Turin, Turin, Italy
| | - S Zara
- Tecnologie Avanzate, Torino, Italy
| | - U Ricardi
- Department of Oncology, University of Turin, Turin, Italy
| | - G Balestra
- Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| |
Collapse
|
2
|
Fiandra C, Cattani F, Leonardi M, Comi S, Zara S, Rossi L, Jereczek-Fossa B, Fariselli P, Ricardi U, Heijmen B. Machine learning for predicting clinician approval of treatment plans for left-sided whole breast radiotherapy. Adv Radiat Oncol 2023. [DOI: 10.1016/j.adro.2023.101228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023] Open
|
3
|
Pallotta S, Calusi S, Marrazzo L, Talamonti C, Russo S, Esposito M, Fiandra C, Giglioli FR, Pimpinella M, De Coste V, Bruschi A, Barbiero S, Mancosu P, Stasi M, Lisci R. End-to-end test for lung SBRT: An Italian multicentric pilot experience. Phys Med 2022; 104:129-135. [PMID: 36401941 DOI: 10.1016/j.ejmp.2022.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 09/13/2022] [Accepted: 11/05/2022] [Indexed: 11/17/2022] Open
Abstract
PURPOSE Set up a lung SBRT end-to-end (e2e) test and perform a multicentre validation. MATERIAL AND METHODS A group of medical physicists from four hospitals and the Italian Institute of Ionizing Radiation Metrology designed the present e2e test. One sub-group set up the test, while another tested its feasibility and ease of use. A satisfaction questionnaire was used to collect user feedback. Each participating centre (PC) received the ADAM breathing phantom, a microDiamond detector and radiochromic films. Following the e2e protocol, each PC performed its standard internal procedure for simulating, planning, and irradiating the phantom. Each PC uploaded its planning and treatment delivery data in a shared Google Drive. A single centre analyzed all the data. RESULTS The e2e test was successfully performed by all PCs. Participants' comments indicated that ADAM was well suited to the purpose and the protocol well described. All PCs performed the test in static and dynamic modes. The ratio between measured and planned point dose obtained by PC1, PC2, PC3, PC4 was: 0.99, 0.96, 1.01 and 1.01 (static track) and 0.99, 1.02, 1.01 and 0.94 (dynamic track). The gamma passing rates (3 % global, 3 mm) between planned and measured dose maps were 98.5 %, 94.0 %, 99.1 % and 94.0 % (static track) and 99.5 %, 96.5 %, 86.0 % and 94.5 % (dynamic track) for PC1, PC2, PC3 and PC4, respectively. CONCLUSIONS An e2e test for lung SBRT has been proposed and tested in a multicentre framework. The results and user feedback prove the validity of the proposed e2e test.
Collapse
Affiliation(s)
- S Pallotta
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Florence, Italy; Medical Physics Unit, AOU Careggi Florence, Italy.
| | - S Calusi
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - L Marrazzo
- Medical Physics Unit, AOU Careggi Florence, Italy
| | - C Talamonti
- Department of Biomedical, Experimental and Clinical Sciences "Mario Serio", University of Florence, Florence, Italy; Medical Physics Unit, AOU Careggi Florence, Italy
| | - S Russo
- Health Physics Unit, Azienda USL Toscana Centro Florence, Italy
| | - M Esposito
- Health Physics Unit, Azienda USL Toscana Centro Florence, Italy
| | - C Fiandra
- Oncology Department, University of Tourin, Tourin, Italy
| | - F R Giglioli
- Health Physics Unit A. O. Città della Salute e della Scienza di Torino P.O. Molinette, Tourin, Italy
| | - M Pimpinella
- National Institute of Ionizing Radiation Metrology, ENEA-INMRI, Rome, Italy
| | - V De Coste
- National Institute of Ionizing Radiation Metrology, ENEA-INMRI, Rome, Italy
| | - A Bruschi
- Medical Physics Unit San Rossore, Pisa, Italy
| | - S Barbiero
- Medical Physics Unit San Rossore, Pisa, Italy
| | - P Mancosu
- IRCCS Humanitas Research Hospital, Rozzano (MI), Italy
| | - M Stasi
- Health Physics - AO Ordine Mauriziano, Tourin, Italy
| | - R Lisci
- Department of Agricultural, Food and Forestry System, University of Florence, Florence, Italy
| |
Collapse
|
4
|
Fiandra C, Cattani F, Leonardi M, Comi S, Zara S, Rossi L, Jereczek-Fossa B, Ricardi U, Heijmen B. Machine Learning to Predict the Quality of a Left-Sided Whole Breast Radiotherapy Treatment Plan. Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.2243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
5
|
Fiandra C, Zara S, Alparone A, Loi G, Roggio A, Ciarmatori A, Benvenuto I, Poggiu A, Di Dio A, Verdolino E, Rosica F, Ren Kaiser S, Strigari L, Reversi L, Pierpaoli E, Ferrari P, Placidi L, Comi S, Infusino E, Coeli M, Gino E, Licciardello T, Romeo N, Ciscognetti N, Deotto G, Cora S, Pesente S, Rossi L, Ricardi U, Heijmen B, Marrocco M. OC-0128 multi-institutional real-world validation of autoplanning for breast cancer. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02504-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
6
|
Martucci P, Pimpinella M, Russo S, Fiandra C, Embriaco A, De Coste V, De Felice P, Stasi M. PO-1550 An Italian dosimetry audit service in radiotherapy. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03514-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
|
7
|
Pimpinella M, Martucci P, Fiandra C, Russo S, D’Arienzo M, Fierro C, De Coste V, Pugliatti C, De Felice P, Stasi M. Reference dosimetry audits for radiotherapy beams in Italy. Phys Med 2021. [DOI: 10.1016/s1120-1797(22)00064-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
|
8
|
Fusella M, Vagni M, Fiandra C, Michielli N, Scaggion A, Vecchi C, Zara S, Molinari F, Loi G. Inverse consistency error as a validation metric for deformable image registration: preliminary implementation research. Phys Med 2021. [DOI: 10.1016/s1120-1797(22)00143-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
|
9
|
Fiandra C, Cattani F, Leonardi C, Comi S, Zara S, Rossi L, Jereczek-Fossa B, Ricardi U, Heijmen B. PO-1808 Machine learning to predict best clinical plan for left-sided whole breast radiotherapy. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08259-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
|
10
|
Martucci P, Pimpinella M, Russo S, Fiandra C, D’Arienzo M, De Coste V, Pugliatti C, De Felice P, Stasi M. PO-1744 An Italian project for dosimetry audits in radiotherapy. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08195-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
11
|
Levis M, De Luca V, Bartoncini S, Orlandi E, Iorio G, Parise R, Palladino C, Cavallin C, Botto B, Giglioli F, Fiandra C, Ricardi U. OC-0459: Clinical outcomes in Hodgkin Lymphoma patients treated with IMRT-VMAT according to ISRT principles. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)00481-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
12
|
Fiandra C, Zara S, Alparone A, Franco P, Bartoncini S, Rossi L, Heijman B, Ricardi U. PO-1448: Fully-automated VMAT treatment planning: head to head between genetic and iterative algorithms. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)01466-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
13
|
Orlandi E, De Luca V, Gallio E, Bartoncini S, Iorio G, Parise R, Cavallin C, Palladino C, Fiandra C, Levis M, Ricardi U. OC-0201: Hodgkin Lymphoma patients treated with IMRT: from dosimetric analysis to cardiovascular disease risk. Radiother Oncol 2020. [DOI: 10.1016/s0167-8140(21)00225-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
14
|
Gallio E, Rosati S, Fiandra C, Arcadipane F, Lesca A, Silvetti P, Balestra G, Ricardi U, Franco P. EP-1918 Active bone marrow identification in the pelvis using texture analysis of CT features. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)32338-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
15
|
Fiandra C, Trino E, Arcadipane F, Olivero F, Ricardi U, Franco P. EP-1992 Dose warping protocol for interfraction variation in Bladder filling in ano-rectal cancer patients. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)32412-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
16
|
Sardo A, Giglioli F, Gallio E, Rossetti V, Fiandra C, Rampado O. PO-0914 Patient specific organ dose evaluation in cone beam CT. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)31334-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
17
|
Falco M, Fusella M, Fiandra C, Clemente S, Garibaldi C, Casati M, Giglioli F, Gallio E, Malatesta T, Delana A, Marino C, Soriani A, Linsalata S, Bagalà P, Benecchi G, Consorti R, Casale M, Reggiori G, Villaggi E, Russo S, Mancosu P. EP-1779 Impact of calculation grid resolution and CT slice thickness on TPS calculated small fields OF. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)32199-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
18
|
De Luca V, Bartoncini S, Levis M, Gallio E, Cavallin C, Iorio G, Parise R, Palladino C, Giglioli F, Fiandra C, Ricardi U. PV-0365 Adoption of expansion margins to reduce the dose received by coronary arteries in lymphoma patients. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)30785-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
19
|
Giglioli F, Gallio E, Franco P, Badellino S, Ricardi U, Fiandra C. 12. Clinical evaluation of a transmission detector system and comparison with a homogeneous 3D phantom dosimeter. Phys Med 2018. [DOI: 10.1016/j.ejmp.2018.04.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
|
20
|
Fiandra C, Loi G, Fusella M, Scaggion A, Alparone A, Giglioli F, Paiusco M. 169. Genetic algorithm based script for automation of head and neck VMAT treatment planning. Phys Med 2018. [DOI: 10.1016/j.ejmp.2018.04.180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
|
21
|
Savini A, Fusella M, Esposito M, Ardu V, Benecchi G, Bergantin A, Borzi G, Bresciani S, Cagni E, Carbonini C, Casati M, Clemente S, Consorti R, Cora S, DeMartin E, ElGawhary R, Falco M, Fedele D, Fiandra C, Frassanito M, Garibaldi C, Gasperi G, Giglioli F, Guidi G, Ielo I, Landoni V, Magi S, Malatesta T, Marino C, Masi L, Moretti E, Naccarato S, Nardiello B, Nigro R, Pastore G, Presello M, Ravaglia V, Russo S, Strigari L, Strolin S, Talamonti C, Vaiano A, Vigorito S, Villaggi E, Stasi M, Mancosu P. 161. A crowd-knowledge-based analysis of DVHs in SBRT: First steps towards a national virtual audit. Phys Med 2018. [DOI: 10.1016/j.ejmp.2018.04.172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
|
22
|
Falco M, Clemente S, Fiandra C, Agostinelli S, Bagalà P, Benecchi G, Borzì G, Bresciani S, Broggi S, Carbonini C, Casale M, Casati M, Consorti R, Corletto D, Delana A, Esposito M, Fusella M, Garibaldi C, Iervolino C, Linsalata S, Malatesta T, Manco L, Marino C, Menghi E, Moretti E, Nardiello B, Reggiori G, Romagnoli F, Soriani A, Villaggi E, Russo S, Mancosu P. 141. A preliminary study to evaluate the impact of calculation grid resolution and CT slice thickness on TPS calculated small fields OF. Phys Med 2018. [DOI: 10.1016/j.ejmp.2018.04.152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
|
23
|
Savini A, Fusella M, Esposito M, Carbonini C, Clemente S, Fiandra C, Garibaldi C, Giglioli F, Marino C, Moretti E, Russo S, Strigari L, Villaggi E, Stasi M, Mancosu P. [P187] A crowd-knowledge-based analysis of DVHs in SBRT: First steps towards a national virtual audit. Phys Med 2018. [DOI: 10.1016/j.ejmp.2018.06.487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
|
24
|
Falco M, Clemente S, Cagni E, Landoni V, Russo S, Talamonti C, Alparone A, Vinciguerra A, Fiandra C. EP-1946: Effect of small field (SF) output factor (OF) measurements on FSBRT VMAT plans. Radiother Oncol 2018. [DOI: 10.1016/s0167-8140(18)32255-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
|
25
|
Marino C, Carbonini C, Veronese I, Clemente S, Esposito M, Fiandra C, Fusella M, Garibaldi C, Giglioli F, Moretti E, Russo S, Savini A, Strigari L, Strolin S, Talamonti C, Villaggi E, Stasi M, Mancosu P. EP-2191: Design of a national survey to assess the technology applied to SBRT. Radiother Oncol 2018. [DOI: 10.1016/s0167-8140(18)32500-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
26
|
Girardi A, Fiandra C, Giglioli F, Gallio E, Hammad Ali O, Ragona R. PO-0879: Corrections factors determination for small stereotactic radiosurgery beams with a MonteCarlo method. Radiother Oncol 2018. [DOI: 10.1016/s0167-8140(18)31189-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
|
27
|
Gallio E, Alparone A, Fiandra C, Vecchi C, Balestra G, Ragona R, Ricardi U. EP-1894: Genetic algorithm based script for automation of head and neck VMAT treatment planning. Radiother Oncol 2018. [DOI: 10.1016/s0167-8140(18)32203-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
|
28
|
Zani M, Esposito M, Carbonini C, Clemente S, Fiandra C, Fusella M, Garibaldi C, Giglioli F, Marino C, Moretti E, Russo S, Savini A, Strigari L, Strolin S, Talamonti C, Villaggi E, Stasi M, Mancosu P. EP-1980: Influence of different DVH algorithms on dose constraints evaluation for SBRT. Radiother Oncol 2018. [DOI: 10.1016/s0167-8140(18)32289-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
29
|
Iorio G, Martini S, Franco P, Fiandra C, Arcadipane F, Trino E, Giglioli F, Ragona R, Ricardi U. EP-1486: Incorporating 18FDG-PET to define bone marrow into automatic treatment planning for anal cancer. Radiother Oncol 2018. [DOI: 10.1016/s0167-8140(18)31795-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
|
30
|
Giglioli F, Gallio E, Fiandra C, Hammad O, Ragona R. EP-1512: Comparison between dose transmission detector and 3d dosimetry for lung SBRT treatments. Radiother Oncol 2017. [DOI: 10.1016/s0167-8140(17)31947-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
31
|
Girardi A, Fiandra C, Gallio E, Giglioli F, Ragona R. Small fields dosimetry: Output factors and correction factors determination for an elketa axesse medical linac equipped with circular cones. Phys Med 2016. [DOI: 10.1016/j.ejmp.2016.07.119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
|
32
|
Talamonti C, Falco M, Bartoli A, Russo S, Iervolino C, Menghi E, Moretti E, Mones E, Fiandra C, Casale M, Pastore G, Oliviero C, DiCastro E, Luxardo S, Vaiano A, Raza G, Borzi G, Carbonini C, Consorti R, Pressello M, Gasperi C, Tonghi LB, Palleri F, Marino C, Ardu V, Linsalata S, Riccardi S, Vittorini F, Spiazzi L, Rosica F, Iervolino C, Villaggi E, Mancosu P. Small field relative dosimetry using a silicon diode of new generation. Phys Med 2016. [DOI: 10.1016/j.ejmp.2016.07.725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
|
33
|
Talamonti C, Russo S, Barone TL, Benecchi G, Borzi G, Bresciani S, Cagni E, Carbonino C, Casale M, Clemente S, Consorti R, D’Alessio V, Dicastro E, Donofrio G, Falco M, Fedele D, Fiandra C, Frassanito C, Gasperi C, Giglioli F, Iervolino C, Infusino E, Linsalata S, Loi G, Lorenzini E, Marino C, Martinotti S, Masi L, Menghi E, Miceli R, Moretti E, Nardiello B, Nigro R, Pastore G, Pressello M, Pimpinella M, Raza G, Rosica F, Ruggeri R, Spiazzi L, Stasi M, Strigari L, Tremolada V, Vaiano A, Vigorito S, Villaggi E, Vittorini F, Mancosu P. Small beam dosimetry: A multi-center multi-detector italian project. Phys Med 2016. [DOI: 10.1016/j.ejmp.2016.07.291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
|
34
|
Fusella M, Loi G, Fiandra C, Lanzi E. TU-H-CAMPUS-JeP1-04: Deformable Image Registration Performances in Pelvis Patients: Impact of CBCT Image Quality. Med Phys 2016. [DOI: 10.1118/1.4957672] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
|
35
|
Loi G, Fusella M, Lanzi E, Fiandra C, Orlani G, Lucio F, Strolin S, Gino E, Mezzenga E, Roggio A, Cagni E, Vigorito S. TU-H-CAMPUS-JeP1-03: Results From a Multi Institution Study On Image Quality Impact in Deformable Image Registration. Med Phys 2016. [DOI: 10.1118/1.4957671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
|
36
|
Giglioli F, Rampado O, Rossetti V, Lai M, Fiandra C, Ropolo R, Ragona R. EP-1618: IGRT Cone Beam CT : a method to evaluate patient dose. Radiother Oncol 2016. [DOI: 10.1016/s0167-8140(16)32869-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
37
|
Loi G, Fiandra C, Lanzi E, Fusella M, Orlandini L, Lucio F, Strolin S, Radici L, Mezzenga E, Roggio A, Tana L, Cagni E, Savini A, Garibaldi C. EP-1902: Impact of image quality on DIR performances: results from a multi-institutional study. Radiother Oncol 2016. [DOI: 10.1016/s0167-8140(16)33153-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
38
|
Boschetti A, Bartoncini S, Fiandra C, Guarneri A, Cavallin C, Arcadipane F, Trino E, Levis M, Ragona R, Ricardi U. EP-2114: 3D-Transabdominal Ultrasound and ConeBeam-CT: comparison of prostate positioning. Radiother Oncol 2016. [DOI: 10.1016/s0167-8140(16)33365-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
39
|
Girardi A, Fiandra C, Gallio E, Giglioli F, Ragona R. OC-0459: Small fields output factors and correction factors determination for a linac with circular cones. Radiother Oncol 2016. [DOI: 10.1016/s0167-8140(16)31708-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
40
|
Talamonti C, Falco M, Barone Tonghi L, Benecchi G, Carbonini C, Casale M, Clemente S, Consorti R, Di Castro E, Esposito M, Fiandra C, Gasperi C, Iervolino C, Luxardo S, Marino C, Mones E, Oliviero C, Pressello M, Riccardi S, Rosica F, Spiazzi L, Stasi M, Strigari L, Mancosu P, Russo S. EP-1948: Multicentre comparison for small field dosimetry using the new silicon diode RAZOR. Radiother Oncol 2016. [DOI: 10.1016/s0167-8140(16)33199-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
41
|
Giglioli F, Rampado O, Rossetti V, Lai M, Fiandra C, Ropolo R, Ragona R. IGRT cone beam CT: A method to evaluate patient dose. Phys Med 2016. [DOI: 10.1016/j.ejmp.2016.01.101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
|
42
|
Gallio E, Fiandra C, Giglioli F, Girardi A, Rasoarimalala T, Ragona R. Quantitative evaluation of automatic planning system: Comparison with different manual planning for liver SBRT treatments. Phys Med 2016. [DOI: 10.1016/j.ejmp.2016.01.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
|
43
|
Fusella M, Loi G, Fiandra C, Lanzi E. Impact of image quality on deformable image registration performances in pelvis patients. Phys Med 2016. [DOI: 10.1016/j.ejmp.2016.01.084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
|
44
|
Fusella M, Fiandra C, Lanzi E, Loi G, Orlandini L, Lucio F, Strolin S, Gino E, Mezzenga E, Roggio A, Tana L, Cagni E, Orlandi G, Garibaldi C. Yourelasticsolution group: Multi-institutional study to evaluate DIR algorithms for structure delineation via computational phantoms. Phys Med 2016. [DOI: 10.1016/j.ejmp.2016.01.083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
|
45
|
Loi G, Fiandra C, Fusella M, Lanzi E, Rosica A, Strigari L, Orlandini L, Gino E, Roggio A, Marcocci F, Iacovello G, Miceli R. WE-AB-BRA-08: Results of a Multi-Institutional Study for the Evaluation of Deformable Image Registration Algorithms for Structure Delineation Via Computational Phantoms. Med Phys 2015. [DOI: 10.1118/1.4925861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
|
46
|
Giglioli F, Ragona R, Fiandra C, Pastore G, Landoni V, Borzì G, Menghi E, Villaggi E, Carbonini C, Zani M, Lorenzini E, Malisan M, Redaelli I, Loi G, Ravaglia V, Fedele D, Nigro R, Nardiello B, Frassanito C, Falco M, Cagni E, Ruggieri R, Consorti R, El Gawhary R, Mancosu P. EP-1471: Lung SABR: radiobiological multi planning comparison in a perspective of a multi-institutional study. Radiother Oncol 2015. [DOI: 10.1016/s0167-8140(15)41463-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
47
|
Boschetti A, Fusella M, Fiandra C, Giglioli F, Ragona R, Ricardi U. PO-1120 4D-CBCT in lung SBRT: characterization and validation using 6D motion platform and antropomorphic phantom. Radiother Oncol 2015. [DOI: 10.1016/s0167-8140(15)41112-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
|
48
|
Masi L, Russo S, De Martin E, Frassanito C, Fumagalli M, Martinotti A, Rondi E, Vigorito S, Vite C, Redaelli I, Marino C, Fiandra C, Clemente S, Strigari L, Esposito M, Giglioli F, Stasi M, Begnozzi L, Verona Rinati G, Marinelli M, Pimpinella M, Mancosu P. PO-0839: Synthetic diamond detector for CyberKnife beam output measurements: a multi-site study. Radiother Oncol 2015. [DOI: 10.1016/s0167-8140(15)40831-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
49
|
Marino C, Begnozzi L, Bonanno E, Borzì G, Casale M, Cavalli N, Clemente S, Dalesio V, Esposito M, Fiandra C, Giglioli F, Iori M, Malatesta T, Malisan M, Orsingher L, Russo S, Stasi M, Strigari L, Villaggi E, Zani M, Mancosu P. PO-0869: Stereotactic Body Radiation Therapy (SBRT) planning pretreatment verification : an Italian multicenter study. Radiother Oncol 2015. [DOI: 10.1016/s0167-8140(15)40861-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
|
50
|
Fusella M, Fiandra C, Giglioli F, Ricardi U, Ragona R. SU-E-T-84: Comparison of Three Different Systems for Patient-Specific Quality Assurance: Cranial Stereotactic Radiosurgery Using VMAT with Multiple Non Coplanar Arcs. Med Phys 2014. [DOI: 10.1118/1.4888414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
|