Kaptein FHJ, Kroft LJM, Hammerschlag G et al (2021) Pulmonary infarction in acute pulmonary embolism. Thromb Res 202:162–169
Article CAS PubMed Google Scholar
Konstantinides SV, Torbicki A, Agnelli G et al (2014) 2014 ESC guidelines on the diagnosis and management of acute pulmonary embolism. Eur Heart J 35(43):3069a–3069k
Remy-Jardin M, Pistolesi M, Goodman LR et al (2007) Management of suspected acute pulmonary embolism in the era of CT angiography: a statement from the Fleischner society. Radiology 245:315–329
Konstantinides SV, Meyer G, Becattini C et al (2019) 2019 ESC guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS): the task force for the diagnosis and management of acute pulmonary embolism of the European Society of Cardiology (ESC). Eur Respir J 54(3):1901647
Lambin P, Rios-Velazquez E, Leijenaar R et al (2012) Radiomics: extracting more information from medical images using advanced feature analysis. Eur J Cancer 48(4):441–446
Article PubMed PubMed Central Google Scholar
Lambin P, Leijenaar RTH, Deist TM et al (2017) Radiomics: the bridge between medical imaging and personalized medicine. Nat Rev Clin Oncol 14(12):749–762
Limkin EJ, Sun R, Dercle L et al (2017) Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology. Ann Oncol 28(6):1191–1206
Article CAS PubMed Google Scholar
Patel TR, Santo BA, Baig AA et al (2023) Histologically interpretable clot radiomic features predict treatment outcomes of mechanical thrombectomy for ischemic stroke. Neuroradiology 65(4):737–749
Yusuying S, Lu Y, Zhang S et al (2023) CT-based thrombus radiomics nomogram for predicting secondary embolization during mechanical thrombectomy for large vessel occlusion. Front Neurol 14:1152730
Article PubMed PubMed Central Google Scholar
Kolossváry M, De Cecco CN, Feuchtner G et al (2019) Advanced atherosclerosis imaging by CT: radiomics, machine learning and deep learning. J Cardiovasc Comput Tomogr 13(5):274–280
Qiu W, Kuang H, Nair J et al (2019) Radiomics-based intracranial thrombus features on CT and CTA predict recanalization with intravenous alteplase in patients with acute ischemic stroke. Am J Neuroradiol 40(1):39–44
Article CAS PubMed PubMed Central Google Scholar
Surov A, Akritidou M, Bach AG et al (2021) A new index for the prediction of 30-day mortality in patients with pulmonary embolism: the pulmonary embolism mortality score (PEMS). Angiology 72(8):787–793
Article CAS PubMed PubMed Central Google Scholar
Schmid J, Nagy E, Kaufmann-Bühler AK et al (2022) Diagnosing pulmonary embolism with computed tomography pulmonary angiography: diagnostic accuracy of a reduced scan range. J Thorac Imaging 37(5):323–330
Article PubMed PubMed Central Google Scholar
Schoepf UJ, Kucher N, Kipfmueller F et al (2004) Right ventricular enlargement on chest computed tomography: a predictor of early death in acute pulmonary embolism. Circulation 110(20):3276–3280
Rizzo S, Botta F, Raimondi S et al (2018) Radiomics: the facts and the challenges of image analysis. Eur Radiol Exp 2(1):36
Article PubMed PubMed Central Google Scholar
Koçak B, Durmaz EŞ, Ateş E et al (2019) Radiomics with artificial intelligence: a practical guide for beginners. Diagn Interv Radiol 25:485–495
Article PubMed PubMed Central Google Scholar
Image IBSI (2022) The image biomarker standardisation initiative (third chapter): image features. https://ibsi.readthedocs.io/en/latest/03_image_features.html
Meinel FG, Nance JW Jr, Schoepf UJ et al (2015) Predictive value of computed tomography in acute pulmonary embolism: systematic review and meta-analysis. Am J Med 128(7):747-759.e2
Sarioglu O, Sarioglu FC, Capar AE et al (2022) Clot-based radiomics features predict first pass effect in acute ischemic stroke. Interv Neuroradiol 28(2):160–168
Ende-Verhaar YM, Kroft LJM, Mos ICM et al (2017) Accuracy and reproducibility of CT right-to-left ventricular diameter measurement in patients with acute pulmonary embolism. PLoS ONE 12(11):e0188862
Article PubMed PubMed Central Google Scholar
Doğan H, de Roos A, Geleijins J et al (2015) The role of computed tomography in the diagnosis of acute and chronic pulmonary embolism. Diagn Interv Radiol 21(4):307–316
Article PubMed PubMed Central Google Scholar
Jiménez D, Lobo JL, Monreal M et al (2014) Prognostic significance of multidetector CT in normotensive patients with pulmonary embolism: results of the protect study. Thorax 69(2):109–115
Xiaoming Z, Gang H (2018) A radiomics nomogram based on CT pulmonary angiographic data for predicting adverse outcomes in non-high-risk acute pulmonary embolism patients. Eur Respir J 52:OA3596
Kumar V, Gu Y, Basu S et al (2012) Radiomics: the process and the challenges. Magn Reson Imaging 30(9):1234–1248
留言 (0)