Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer.

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第一作者： Olivia,Prior

第一单位： From the Radiomics Group, Vall d'Hebron Institute of Oncology, Carrer de Natzaret 115-117, Barcelona 08035, Spain (O.P., C. Macarro, C. Monreal, M.L., A.G.R., F.G., K.B., R.P.L.); Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain (V.N., R.D.); Molecular Pathology Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain (G.S., S.S., P.N.); Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain (I.B., M.V., E.G., J.C.); Molecular Therapeutic Research Unit, Vall d'Hebron Institute of Oncology, Barcelona, Spain (I.B., M.V., E.G., J.C.); Department of Radiology, Vall d'Hebron University Hospital, Barcelona, Spain (M.E.); Biomakers and Clonal Dynamics Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain (R.T.); Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland (A.T.B.); and National Pre-clinical Imaging Centre, Dublin, Ireland (A.T.B.).

作者： Olivia,Prior ^[1] ; Carlos,Macarro ^[1] ; Víctor,Navarro ^[1] ; Camilo,Monreal ^[1] ; Marta,Ligero ^[1] ; Alonso,Garcia-Ruiz ^[1] ; Garazi,Serna ^[1] ; Sara,Simonetti ^[1] ; Irene,Braña ^[1] ; Maria,Vieito ^[1] ; Manuel,Escobar ^[1] ; Jaume,Capdevila ^[1] ; Annette T,Byrne ^[1] ; Rodrigo,Dienstmann ^[1] ; Rodrigo,Toledo ^[1] ; Paolo,Nuciforo ^[1] ; Elena,Garralda ^[1] ; Francesco,Grussu ^[1] ; Kinga,Bernatowicz ^[1] ; Raquel,Perez-Lopez ^[1]

作者单位： From the Radiomics Group, Vall d'Hebron Institute of Oncology, Carrer de Natzaret 115-117, Barcelona 08035, Spain (O.P., C. Macarro, C. Monreal, M.L., A.G.R., F.G., K.B., R.P.L.); Oncology Data Science Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain (V.N., R.D.); Molecular Pathology Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain (G.S., S.S., P.N.); Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain (I.B., M.V., E.G., J.C.); Molecular Therapeutic Research Unit, Vall d'Hebron Institute of Oncology, Barcelona, Spain (I.B., M.V., E.G., J.C.); Department of Radiology, Vall d'Hebron University Hospital, Barcelona, Spain (M.E.); Biomakers and Clonal Dynamics Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain (R.T.); Department of Physiology and Medical Physics, Centre for Systems Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland (A.T.B.); and National Pre-clinical Imaging Centre, Dublin, Ireland (A.T.B.). ^[1]

关键词 CT Diffusion-weighted Imaging Dynamic Contrast-enhanced MRI Liver Lung MRI Oncology Radiomics Unsupervised Learning

主题词人类(Humans);男(雄)性(Male);中年人(Middle Aged);回顾性研究(Retrospective Studies);结果可重复性(Reproducibility of Results);肺肿瘤(Lung Neoplasms);体层摄影术, X线计算机(Tomography, X-Ray Computed);肝肿瘤(Liver Neoplasms)

DOI 10.1148/ryai.230118

PMID 38294307

发布时间 2024-04-24

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Radiology. Artificial intelligence

2024年6卷2期

e230118页

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Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer.

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Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer.

Radiology. Artificial intelligence

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