CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset.

Giacomo Avesani; Huong Elena Tran; Giulio Cammarata; Francesca Botta; Sara Raimondi; Luca Russo; Salvatore Persiani; Matteo Bonatti; Tiziana Tagliaferri; Miriam Dolciami; Veronica Celli; Luca Boldrini; Jacopo Lenkowicz; Paola Pricolo; Federica Tomao; Stefania Maria Rita Rizzo; Nicoletta Colombo; Lucia Manganaro; Anna Fagotti; Giovanni Scambia; Benedetta Gui; Riccardo Manfredi

doi:10.3390/cancers14112739

CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset.

Giacomo Avesani
, Huong Elena Tran
, Giulio Cammarata
, Francesca Botta
, Sara Raimondi
, Luca Russo
, Salvatore Persiani
, Matteo Bonatti
, Tiziana Tagliaferri
, Miriam Dolciami
, Veronica Celli
, Luca Boldrini
, Jacopo Lenkowicz
, Paola Pricolo
, Federica Tomao
, Stefania Maria Rita Rizzo
, Nicoletta Colombo
, Lucia Manganaro
, Anna Fagotti
, Giovanni Scambia

Benedetta Gui, Riccardo Manfredi

Krankenhaus Bozen

Research output: Contribution to journal › Original Article › peer-review

42 Citations (Web of Science)

Original language	English
Journal	Cancers
Volume	14
Issue number	11
DOIs	https://doi.org/10.3390/cancers14112739
Publication status	Published - 2022

Keywords

CHALLENGES

Access to Document

10.3390/cancers14112739

Cite this

Avesani, G., Tran, H. E., Cammarata, G., Botta, F., Raimondi, S., Russo, L., Persiani, S., Bonatti, M., Tagliaferri, T., Dolciami, M., Celli, V., Boldrini, L., Lenkowicz, J., Pricolo, P., Tomao, F., Rizzo, S. M. R., Colombo, N., Manganaro, L., Fagotti, A., ... Manfredi, R. (2022). CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset. Cancers, 14(11). https://doi.org/10.3390/cancers14112739

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title = "CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset.",

keywords = "CHALLENGES",

author = "Giacomo Avesani and Tran, \{Huong Elena\} and Giulio Cammarata and Francesca Botta and Sara Raimondi and Luca Russo and Salvatore Persiani and Matteo Bonatti and Tiziana Tagliaferri and Miriam Dolciami and Veronica Celli and Luca Boldrini and Jacopo Lenkowicz and Paola Pricolo and Federica Tomao and Rizzo, \{Stefania Maria Rita\} and Nicoletta Colombo and Lucia Manganaro and Anna Fagotti and Giovanni Scambia and Benedetta Gui and Riccardo Manfredi",

note = "Lehr-KH Bozen: Bonatti: Radiology Unit, Ospedale Centrale di Bolzano, Via Lorenz B{\"o}hler, 5, 39100 Bolzano, Italy; Tagliaferri: Gynecology and Obstetrics Unit, Ospedale Centrale di Bolzano, Via Lorenz B{\"o}hler, 5, 39100 Bolzano, Italy",

year = "2022",

doi = "10.3390/cancers14112739",

language = "English",

volume = "14",

journal = "Cancers",

issn = "2072-6694",

publisher = "MDPI",

number = "11",

}

Avesani, G, Tran, HE, Cammarata, G, Botta, F, Raimondi, S, Russo, L, Persiani, S, Bonatti, M, Tagliaferri, T, Dolciami, M, Celli, V, Boldrini, L, Lenkowicz, J, Pricolo, P, Tomao, F, Rizzo, SMR, Colombo, N, Manganaro, L, Fagotti, A, Scambia, G, Gui, B & Manfredi, R 2022, 'CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset.', Cancers, vol. 14, no. 11. https://doi.org/10.3390/cancers14112739

TY - JOUR

T1 - CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset.

AU - Avesani, Giacomo

AU - Tran, Huong Elena

AU - Cammarata, Giulio

AU - Botta, Francesca

AU - Raimondi, Sara

AU - Russo, Luca

AU - Persiani, Salvatore

AU - Bonatti, Matteo

AU - Tagliaferri, Tiziana

AU - Dolciami, Miriam

AU - Celli, Veronica

AU - Boldrini, Luca

AU - Lenkowicz, Jacopo

AU - Pricolo, Paola

AU - Tomao, Federica

AU - Rizzo, Stefania Maria Rita

AU - Colombo, Nicoletta

AU - Manganaro, Lucia

AU - Fagotti, Anna

AU - Scambia, Giovanni

AU - Gui, Benedetta

AU - Manfredi, Riccardo

N1 - Lehr-KH Bozen: Bonatti: Radiology Unit, Ospedale Centrale di Bolzano, Via Lorenz Böhler, 5, 39100 Bolzano, Italy; Tagliaferri: Gynecology and Obstetrics Unit, Ospedale Centrale di Bolzano, Via Lorenz Böhler, 5, 39100 Bolzano, Italy

PY - 2022

Y1 - 2022

KW - CHALLENGES

U2 - 10.3390/cancers14112739

DO - 10.3390/cancers14112739

M3 - Original Article

C2 - 35681720

SN - 2072-6694

VL - 14

JO - Cancers

JF - Cancers

IS - 11

ER -