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A Hybrid Transformer-Convolutional Neural Network for Segmentation of Intracerebral Hemorrhage and Perihematomal Edema on Non-Contrast Head Computed Tomography (CT) with Uncertainty Quantification to Improve Confidence.
Tran AT, Desser D, Zeevi T, Abou Karam G, Dierksen F, Dell'Orco A, Kniep H, Hanning U, Fiehler J, Zietz J, Sanelli PC, Malhotra A, Duncan JS, Aneja S, Falcone GJ, Qureshi AI, Sheth KN, Nawabi J, Payabvash S. Tran AT, et al. Among authors: dierksen f. Bioengineering (Basel). 2024 Dec 15;11(12):1274. doi: 10.3390/bioengineering11121274. Bioengineering (Basel). 2024. PMID: 39768092 Free article.
Machine Learning Models for 3-Month Outcome Prediction Using Radiomics of Intracerebral Hemorrhage and Perihematomal Edema from Admission Head Computed Tomography (CT).
Dierksen F, Sommer JK, Tran AT, Lin H, Haider SP, Maier IL, Aneja S, Sanelli PC, Malhotra A, Qureshi AI, Claassen J, Park S, Murthy SB, Falcone GJ, Sheth KN, Payabvash S. Dierksen F, et al. Diagnostics (Basel). 2024 Dec 16;14(24):2827. doi: 10.3390/diagnostics14242827. Diagnostics (Basel). 2024. PMID: 39767188 Free article.
Deep learning for prediction of post-thrombectomy outcomes based on admission CT angiography in large vessel occlusion stroke.
Sommer J, Dierksen F, Zeevi T, Tran AT, Avery EW, Mak A, Malhotra A, Matouk CC, Falcone GJ, Torres-Lopez V, Aneja S, Duncan J, Sansing LH, Sheth KN, Payabvash S. Sommer J, et al. Among authors: dierksen f. Front Artif Intell. 2024 Aug 1;7:1369702. doi: 10.3389/frai.2024.1369702. eCollection 2024. Front Artif Intell. 2024. PMID: 39149161 Free PMC article.