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Multi-center external validation of an automated method segmenting and differentiating atypical lipomatous tumors from lipomas using radiomics and deep-learning on MRI.
Spaanderman DJ, Hakkesteegt SN, Hanff DF, Schut ARW, Schiphouwer LM, Vos M, Messiou C, Doran SJ, Jones RL, Hayes AJ, Nardo L, Abdelhafez YG, Moawad AW, Elsayes KM, Lee S, Link TM, Niessen WJ, van Leenders GJLH, Visser JJ, Klein S, Grünhagen DJ, Verhoef C, Starmans MPA. Spaanderman DJ, et al. Among authors: klein s. EClinicalMedicine. 2024 Sep 18;76:102802. doi: 10.1016/j.eclinm.2024.102802. eCollection 2024 Oct. EClinicalMedicine. 2024. PMID: 39351025 Free PMC article.
Distinguishing pure histopathological growth patterns of colorectal liver metastases on CT using deep learning and radiomics: a pilot study.
Starmans MPA, Buisman FE, Renckens M, Willemssen FEJA, van der Voort SR, Groot Koerkamp B, Grünhagen DJ, Niessen WJ, Vermeulen PB, Verhoef C, Visser JJ, Klein S. Starmans MPA, et al. Among authors: klein s. Clin Exp Metastasis. 2021 Oct;38(5):483-494. doi: 10.1007/s10585-021-10119-6. Epub 2021 Sep 17. Clin Exp Metastasis. 2021. PMID: 34533669 Free PMC article.
Differential Diagnosis and Molecular Stratification of Gastrointestinal Stromal Tumors on CT Images Using a Radiomics Approach.
Starmans MPA, Timbergen MJM, Vos M, Renckens M, Grünhagen DJ, van Leenders GJLH, Dwarkasing RS, Willemssen FEJA, Niessen WJ, Verhoef C, Sleijfer S, Visser JJ, Klein S. Starmans MPA, et al. Among authors: klein s. J Digit Imaging. 2022 Apr;35(2):127-136. doi: 10.1007/s10278-022-00590-2. Epub 2022 Jan 27. J Digit Imaging. 2022. PMID: 35088185 Free PMC article.
Automated Assessment of T2-Weighted MRI to Differentiate Malignant and Benign Primary Solid Liver Lesions in Noncirrhotic Livers Using Radiomics.
Starmans MPA, Miclea RL, Vilgrain V, Ronot M, Purcell Y, Verbeek J, Niessen WJ, Ijzermans JNM, de Man RA, Doukas M, Klein S, Thomeer MG. Starmans MPA, et al. Among authors: klein s. Acad Radiol. 2024 Mar;31(3):870-879. doi: 10.1016/j.acra.2023.07.024. Epub 2023 Aug 28. Acad Radiol. 2024. PMID: 37648580 Free article.
3,773 results