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Evaluation of Deep Learning-Based Approaches to Segment Bowel Air Pockets and Generate Pelvic Attenuation Maps from CAIPIRINHA-Accelerated Dixon MR Images.
Sari H, Reaungamornrat J, Catalano OA, Vera-Olmos J, Izquierdo-Garcia D, Morales MA, Torrado-Carvajal A, Ng TSC, Malpica N, Kamen A, Catana C. Sari H, et al. Among authors: kamen a. J Nucl Med. 2022 Mar;63(3):468-475. doi: 10.2967/jnumed.120.261032. Epub 2021 Jul 22. J Nucl Med. 2022. PMID: 34301782 Free PMC article.
A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate: Results of a Multireader, Multicase Study.
Winkel DJ, Tong A, Lou B, Kamen A, Comaniciu D, Disselhorst JA, Rodríguez-Ruiz A, Huisman H, Szolar D, Shabunin I, Choi MH, Xing P, Penzkofer T, Grimm R, von Busch H, Boll DT. Winkel DJ, et al. Among authors: kamen a. Invest Radiol. 2021 Oct 1;56(10):605-613. doi: 10.1097/RLI.0000000000000780. Invest Radiol. 2021. PMID: 33787537
A personalized biomechanical model for respiratory motion prediction.
Fuerst B, Mansi T, Zhang J, Khurd P, Declerck J, Boettger T, Navab N, Bayouth J, Comaniciu D, Kamen A. Fuerst B, et al. Among authors: kamen a. Med Image Comput Comput Assist Interv. 2012;15(Pt 3):566-73. doi: 10.1007/978-3-642-33454-2_70. Med Image Comput Comput Assist Interv. 2012. PMID: 23286176 Free PMC article.
An image-based deep learning framework for individualizing radiotherapy dose.
Lou B, Doken S, Zhuang T, Wingerter D, Gidwani M, Mistry N, Ladic L, Kamen A, Abazeed ME. Lou B, et al. Among authors: kamen a. Lancet Digit Health. 2019 Jul;1(3):e136-e147. doi: 10.1016/S2589-7500(19)30058-5. Epub 2019 Jun 27. Lancet Digit Health. 2019. PMID: 31448366 Free PMC article.
Detection and PI-RADS classification of focal lesions in prostate MRI: Performance comparison between a deep learning-based algorithm (DLA) and radiologists with various levels of experience.
Youn SY, Choi MH, Kim DH, Lee YJ, Huisman H, Johnson E, Penzkofer T, Shabunin I, Winkel DJ, Xing P, Szolar D, Grimm R, von Busch H, Son Y, Lou B, Kamen A. Youn SY, et al. Among authors: kamen a. Eur J Radiol. 2021 Sep;142:109894. doi: 10.1016/j.ejrad.2021.109894. Epub 2021 Aug 5. Eur J Radiol. 2021. PMID: 34388625
Recursive Green's function registration.
Beuthien B, Kamen A, Fischer B. Beuthien B, et al. Among authors: kamen a. Med Image Comput Comput Assist Interv. 2010;13(Pt 2):546-53. Med Image Comput Comput Assist Interv. 2010. PMID: 20879358
241 results