The Biological Meaning of Radiomic Features

医学 无线电技术 乳腺癌 核医学 淋巴结 癌症 放射科 内科学
作者
Michal R. Tomaszewski,Robert J. Gillies
出处
期刊:Radiology [Radiological Society of North America]
卷期号:299 (2): E256-E256 被引量:239
标识
DOI:10.1148/radiol.2021219005
摘要

HomeRadiologyVol. 299, No. 2 PreviousNext CommunicationsFree AccessErrataThe Biological Meaning of Radiomic FeaturesMichal R. Tomaszewski, Robert J. GilliesMichal R. Tomaszewski, Robert J. GilliesMichal R. TomaszewskiRobert J. GilliesPublished Online:Apr 26 2021https://doi.org/10.1148/radiol.2021219005MoreSectionsPDF ToolsAdd to favoritesCiteTrack CitationsPermissionsReprints ShareShare onFacebookXLinked In Originally published in:Radiology 298;505–516https://pubs.rsna.org/doi/10.1148/radiol.2021202553Erratum in:https://pubs.rsna.org/doi/10.1148/radiol.2021219005In Figure 2, the reference number should be 15; in Figure 3, the reference number should be 44; in Figure 4, the reference numbers should be 80, 81, and 90.Article HistoryPublished online: Apr 26 2021Published in print: May 2021 FiguresReferencesRelatedDetailsCited ByA radiomics model development via the associations with genomics features in predicting axillary lymph node metastasis of breast cancer: a study based on a public database and single-centre verificationH.Chen, X.Wang, X.Lan, T.Yu, L.Li, S.Tang, S.Liu, F.Jiang, L.Wang, J.Zhang2023 | Clinical Radiology, Vol. 78, No. 3A "Seed-and-Soil" Radiomics Model Predicts Brain Metastasis Development in Lung Cancer: Implications for Risk-Stratified Prophylactic Cranial IrradiationXiaoChu, JingGong, XiYang, JianjiaoNi, YajiaGu, ZhengfeiZhu2023 | Cancers, Vol. 15, No. 1Diagnostic Performance of Selected MRI-Derived Radiomics Able to Discriminate Progression-Free and Overall Survival in Patients with Midline Glioma and the H3F3AK27M MutationMaria-FatimaChilaca-Rosas, MelissaGarcia-Lezama, SergioMoreno-Jimenez, ErnestoRoldan-Valadez2023 | Diagnostics, Vol. 13, No. 5Radiomics in precision medicine for gastric cancer: opportunities and challengesQiuyingChen, LuZhang, ShuyiLiu, JingjingYou, LuyanChen, ZheJin, ShuixingZhang, BinZhang2022 | European Radiology, Vol. 32, No. 9Radiomics in neuro-oncological clinical trialsPhilippLohmann, EnricoFranceschi, PhilippVollmuth, FrédéricDhermain, MichaelWeller, MatthiasPreusser, MarionSmits, NorbertGalldiks2022 | The Lancet Digital Health, Vol. 4, No. 113D DCE-MRI Radiomic Analysis for Malignant Lesion Prediction in Breast Cancer PatientsCarmeloMilitello, LeonardoRundo, MariangelaDimarco, AlessiaOrlando, RamonaWoitek, IldebrandoD'Angelo, GiorgioRusso, Tommaso VincenzoBartolotta2022 | Academic Radiology, Vol. 29, No. 6Ultrasonic Features and Molecular Subtype Predict Somatic Mutations in TP53 and PIK3CA Genes in Breast CancerYunxiaHuang, YuQiang, LeJian, ZhouJin, QianLang, ChenSheng, ZhouShichong, ChangCai2022 | Academic Radiology, Vol. 29, No. 12Radiomics-guided radiation therapy: opportunities and challengesHamidAbdollahi, ErikaChin, HaleyClark, Derek EHyde, StevenThomas, JonnWu, Carlos FUribe, ArmanRahmim2022 | Physics in Medicine & Biology, Vol. 67, No. 12Radiomics and radiogenomics in pediatric neuro-oncology: A reviewRachelMadhogarhia, DebanjanHaldar, SinaBagheri, ArianaFamiliar, HannahAnderson, SherjeelArif, ArastooVossough, PhillipStorm, AdamResnick, ChristosDavatzikos, AnahitaFathi Kazerooni, AliNabavizadeh2022 | Neuro-Oncology Advances, Vol. 4, No. 1Reply to: The potential and challenges of radiomics in uncovering prognostic and molecular differences in interstitial lung disease associated with systemic sclerosisJanineSchniering, MalgorzataMaciukiewicz, StephanieTanadini-Lang, BrittaMaurer2022 | European Respiratory Journal, Vol. 59, No. 6Biological interpretation of prognostic radiomic score by correlating with tumor heterogeneity and microenvironmentJielingZheng, BinZhang2022 | Breast Cancer Research, Vol. 24, No. 1Differentiation of malignant brain tumor types using intratumoral and peritumoral radiomic featuresDongmingLiu, JiuChen, HonglinGe, XinhuaHu, KunYang, YongLiu, GuanjieHu, BeiLuo, ZhenYan, KunSong, ChaoyongXiao, YuanjieZou, WenbinZhang, HongyiLiu2022 | Frontiers in Oncology, Vol. 12Virtual Biopsy in Soft Tissue Sarcoma. How Close Are We?AmaniArthur, Edward W.Johnston, Jessica M.Winfield, Matthew D.Blackledge, Robin L.Jones, Paul H.Huang, ChristinaMessiou2022 | Frontiers in Oncology, Vol. 12RP-Rs-fMRIomics as a Novel Imaging Analysis Strategy to Empower Diagnosis of Brain GliomasXiaoxueLiu, JianruiLi, QiangXu, QiruiZhang, XianZhou, HaoPan, NanWu, GuangmingLu, ZhiqiangZhang2022 | Cancers, Vol. 14, No. 12The Potential of Radiomics in the Assessment of Intestinal Fibrosis in Crohn's DiseaseBinZhang, ShuixingZhang2021 | Gastroenterology, Vol. 161, No. 6Delta radiomics analysis of Magnetic Resonance guided radiotherapy imaging data can enable treatment response prediction in pancreatic cancerM. R.Tomaszewski, K.Latifi, E.Boyer, R. F.Palm, I.El Naqa, E. G.Moros, S. E.Hoffe, S. A.Rosenberg, J. M.Frakes, R. J.Gillies2021 | Radiation Oncology, Vol. 16, No. 1Multi-Parametric MRI-Based Radiomics Models for Predicting Molecular Subtype and Androgen Receptor Expression in Breast CancerYuhongHuang, LihongWei, YalanHu, NanShao, YingyuLin, ShaofuHe, HuijuanShi, XiaolingZhang, YingLin2021 | Frontiers in Oncology, Vol. 11Radiomics Models for Predicting Microvascular Invasion in Hepatocellular Carcinoma: A Systematic Review and Radiomics Quality Score AssessmentQiangWang, ChangfengLi, JiaxingZhang, XiaojunHu, YingfangFan, KuanshengMa, ErnestoSparrelid, Torkel B.Brismar2021 | Cancers, Vol. 13, No. 22Recommended Articles How Far Are We from Using Radiomics Assessment of Gliomas in Clinical Practice?Radiology2018Volume: 289Issue: 3pp. 807-808Bag-of-Words Technique in Natural Language Processing: A Primer for RadiologistsRadioGraphics2021Volume: 41Issue: 5pp. 1420-1426Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic ModelsRadiology2022Volume: 307Issue: 1Radiomics Model to Predict Early Progression of Nonmetastatic Nasopharyngeal Carcinoma after Intensity Modulation Radiation Therapy: A Multicenter StudyRadiology: Artificial Intelligence2019Volume: 1Issue: 4Fewer Reproducible Radiomic Features Mean Better Reproducibility within the Same PatientRadiology2019Volume: 293Issue: 3pp. 592-593See More RSNA Education Exhibits Radiomics Analysis Using The Image Biomarker Standardization Initiative (IBSI): Benchmarks And GuidelinesDigital Posters2021Radiogenomics in Abdominal Imaging – All You Need to Know and Are Embarrassed to AskDigital Posters2020Statistical Plots in Oncologic Imaging: A Primer for RadiologistsDigital Posters2022 RSNA Case Collection PyknodysostosisRSNA Case Collection2020Peritoneal mesotheliomaRSNA Case Collection2020Multiple System Atrophy (MSA)RSNA Case Collection2021 Vol. 299, No. 2 Metrics Altmetric Score PDF download
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