We found a match
Your institution may have rights to this item. Sign in to continue.
- Title
Radiomics in Oncology, Part 2: Thoracic, Genito-Urinary, Breast, Neurological, Hematologic and Musculoskeletal Applications.
- Authors
Caruso, Damiano; Polici, Michela; Zerunian, Marta; Pucciarelli, Francesco; Guido, Gisella; Polidori, Tiziano; Landolfi, Federica; Nicolai, Matteo; Lucertini, Elena; Tarallo, Mariarita; Bracci, Benedetta; Nacci, Ilaria; Rucci, Carlotta; Eid, Marwen; Iannicelli, Elsa; Laghi, Andrea
- Abstract
Simple Summary: This Part II is an overview of the main applications of Radiomics in oncologic imaging with a focus on diagnosis, prognosis prediction and assessment of response to therapy in thoracic, genito-urinary, breast, neurologic, hematologic and musculoskeletal oncology. In this part II we describe the radiomic applications, limitations and future perspectives for each pre-eminent tumor. In the future, Radiomics could have a pivotal role in management of cancer patients as an imaging tool to support clinicians in decision making process. However, further investigations need to obtain some stable results and to standardize radiomic analysis (i.e., image acquisitions, segmentation and model building) in clinical routine. Radiomics has the potential to play a pivotal role in oncological translational imaging, particularly in cancer detection, prognosis prediction and response to therapy evaluation. To date, several studies established Radiomics as a useful tool in oncologic imaging, able to support clinicians in practicing evidence-based medicine, uniquely tailored to each patient and tumor. Mineable data, extracted from medical images could be combined with clinical and survival parameters to develop models useful for the clinicians in cancer patients' assessment. As such, adding Radiomics to traditional subjective imaging may provide a quantitative and extensive cancer evaluation reflecting histologic architecture. In this Part II, we present an overview of radiomic applications in thoracic, genito-urinary, breast, neurological, hematologic and musculoskeletal oncologic applications.
- Subjects
CHEST tumors; INFORMATION storage &; retrieval systems; MEDICAL databases; GENITOURINARY organ tumors; EVIDENCE-based medicine; BRAIN tumors; BONE tumors; DECISION support systems; HEMATOLOGIC malignancies; RADIOTHERAPY; MUSCLE tumors; ONCOLOGY; BREAST tumors
- Publication
Cancers, 2021, Vol 13, Issue 11, p2681
- ISSN
2072-6694
- Publication type
Article
- DOI
10.3390/cancers13112681