Super-Resolving and Denoising 4D flow MRI of Neurofluids Using Physics-Guided Neural Networks.

Autor: Patel NM; Biomedical Engineering, Purdue University, West Lafayette, IN, USA., Bartusiak ER; Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA., Rothenberger SM; Biomedical Engineering, Purdue University, West Lafayette, IN, USA., Schwichtenberg AJ; Health and Human Sciences, Purdue University, West Lafayette, IN, USA., Delp EJ; Biomedical Engineering, Purdue University, West Lafayette, IN, USA.; Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA.; Psychological Sciences, Purdue University, West Lafayette, IN, USA., Rayz VL; Biomedical Engineering, Purdue University, West Lafayette, IN, USA. vrayz@purdue.edu.; Mechanical Engineering, Purdue University, West Lafayette, IN, USA. vrayz@purdue.edu.

Publikováno v: Annals of biomedical engineering [Ann Biomed Eng] 2024 Sep 02. Date of Electronic Publication: 2024 Sep 02.

Wall Shear Stress Estimation for 4D Flow MRI Using Navier-Stokes Equation Correction.

Autor: Zhang J; School of Mechanical Engineering, Purdue University, West Lafayette, IN, 47907, USA., Rothenberger SM; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, 47907, USA., Brindise MC; Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, 16802, USA., Markl M; Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA.; McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA., Rayz VL; School of Mechanical Engineering, Purdue University, West Lafayette, IN, 47907, USA.; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, 47907, USA., Vlachos PP; School of Mechanical Engineering, Purdue University, West Lafayette, IN, 47907, USA. pvlachos@purdue.edu.; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, 47907, USA. pvlachos@purdue.edu.

Publikováno v: Annals of biomedical engineering [Ann Biomed Eng] 2022 Dec; Vol. 50 (12), pp. 1810-1825. Date of Electronic Publication: 2022 Aug 09.

A multi-modality approach for enhancing 4D flow magnetic resonance imaging via sparse representation.

Autor: Zhang J; School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907 USA., Brindise MC; School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907 USA., Rothenberger SM; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907 USA., Markl M; Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.; McCormick School of Engineering, Northwestern University, Evanston, IL 60208, USA., Rayz VL; School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907 USA.; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907 USA., Vlachos PP; School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907 USA.; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907 USA.

Publikováno v: Journal of the Royal Society, Interface [J R Soc Interface] 2022 Jan; Vol. 19 (186), pp. 20210751. Date of Electronic Publication: 2022 Jan 19.

Design and validation of a modular micro-robotic system for the mechanical characterization of soft tissues.

Autor: Acuna A; Weldon School of Biomedical Engineering, Purdue University, 206 South Martin Jischke Drive, West Lafayette, IN 47907, United States., Jimenez JM; Weldon School of Biomedical Engineering, Purdue University, 206 South Martin Jischke Drive, West Lafayette, IN 47907, United States., Deneke N; School of Materials Engineering, Purdue University, Neil Armstrong Hall of Engineering, 701 West Stadium Avenue, West Lafayette, IN 47907, United States., Rothenberger SM; Weldon School of Biomedical Engineering, Purdue University, 206 South Martin Jischke Drive, West Lafayette, IN 47907, United States., Libring S; Weldon School of Biomedical Engineering, Purdue University, 206 South Martin Jischke Drive, West Lafayette, IN 47907, United States., Solorio L; Weldon School of Biomedical Engineering, Purdue University, 206 South Martin Jischke Drive, West Lafayette, IN 47907, United States; Purdue Center for Cancer Research, Purdue University, 201 South Street, West Lafayette, IN 47906, United States., Rayz VL; Weldon School of Biomedical Engineering, Purdue University, 206 South Martin Jischke Drive, West Lafayette, IN 47907, United States., Davis CS; School of Materials Engineering, Purdue University, Neil Armstrong Hall of Engineering, 701 West Stadium Avenue, West Lafayette, IN 47907, United States., Calve S; Weldon School of Biomedical Engineering, Purdue University, 206 South Martin Jischke Drive, West Lafayette, IN 47907, United States; Paul M. Rady Department of Mechanical Engineering, University of Colorado - Boulder, 1111 Engineering Center, 427 UCB, Boulder, CO 80309, United States. Electronic address: sarah.calve@colorado.edu.

Publikováno v: Acta biomaterialia [Acta Biomater] 2021 Oct 15; Vol. 134, pp. 466-476. Date of Electronic Publication: 2021 Jul 21.

A comparison of machine learning methods for recovering noisy and missing 4D flow MRI data.

Autor: Csala H; Department of Mechanical Engineering, University of Utah, Salt Lake City, Utah, USA.; Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, Utah, USA., Amili O; Department of Mechanical, Industrial and Manufacturing Engineering, University of Toledo, Toledo, Ohio, USA., D'Souza RM; Department of Mechanical Engineering, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA., Arzani A; Department of Mechanical Engineering, University of Utah, Salt Lake City, Utah, USA.; Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, Utah, USA.

Publikováno v: International journal for numerical methods in biomedical engineering [Int J Numer Method Biomed Eng] 2024 Nov; Vol. 40 (11), pp. e3858. Date of Electronic Publication: 2024 Aug 28.