Report on the AAPM grand challenge on deep generative modeling for learning medical image statistics.

Autor: Deshpande R; Dept. of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA., Kelkar VA; Dept. of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA., Gotsis D; Dept. of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA., Kc P; Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, Maryland, USA., Zeng R; Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, Maryland, USA., Myers KJ; Puente Solutions, LLC, Phoenix, Arizona, USA., Brooks FJ; Center for Label-free Imaging and Multiscale Biophotonics (CLIMB), University of Illinois Urbana-Champaign, Urbana, Illinois, USA.; Dept. of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA., Anastasio MA; Dept. of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.; Center for Label-free Imaging and Multiscale Biophotonics (CLIMB), University of Illinois Urbana-Champaign, Urbana, Illinois, USA.; Dept. of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.

Publikováno v: Medical physics [Med Phys] 2024 Oct 24. Date of Electronic Publication: 2024 Oct 24.

Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics.

Autor: Deshpande R; Dept. of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA., Kelkar VA; Dept. of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA., Gotsis D; Dept. of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA., Kc P; Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, Maryland, USA., Zeng R; Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, Maryland, USA., Myers KJ; Puente Solutions, LLC, Phoenix, Arizona, USA., Brooks FJ; Center for Label-free Imaging and Multiscale Biophotonics (CLIMB), University of Illinois Urbana-Champaign, Urbana, Illinois, USA.; Dept. of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA., Anastasio MA; Dept. of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois, USA.; Center for Label-free Imaging and Multiscale Biophotonics (CLIMB), University of Illinois Urbana-Champaign, Urbana, Illinois, USA.; Dept. of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.

Publikováno v: ArXiv [ArXiv] 2024 May 03. Date of Electronic Publication: 2024 May 03.

Impact of deep learning-based image super-resolution on binary signal detection.

Autor: Zhang X; University of Illinois at Urbana-Champaign, Department of Bioengineering, Urbana, Illinois, United States., Kelkar VA; University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States., Granstedt J; University of Illinois at Urbana-Champaign, Department of Computer Science, Urbana, Illinois, United States., Li H; University of Illinois at Urbana-Champaign, Department of Bioengineering, Urbana, Illinois, United States.; University of Illinois at Urbana-Champaign, Cancer Center at Illinois, Urbana, Illinois, United States.; Carle Foundation Hospital, Carle Cancer Center, Urbana, Illinois, United States., Anastasio MA; University of Illinois at Urbana-Champaign, Department of Bioengineering, Urbana, Illinois, United States.; University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, Illinois, United States.; University of Illinois at Urbana-Champaign, Department of Computer Science, Urbana, Illinois, United States.

Publikováno v: Journal of medical imaging (Bellingham, Wash.) [J Med Imaging (Bellingham)] 2021 Nov; Vol. 8 (6), pp. 065501. Date of Electronic Publication: 2021 Nov 16.

Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction.

Autor: Kelkar VA; Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, IL 61801 USA., Bhadra S; Department of Computer Science and Engineering, Washington University in Saint Louis, Saint Louis, MO USA., Anastasio MA; Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL 61801 USA.

Publikováno v: IEEE transactions on computational imaging [IEEE Trans Comput Imaging] 2021; Vol. 7, pp. 209-223. Date of Electronic Publication: 2021 Jan 08.

Recruiting intergenerational African American males for biomedical research Studies: a major research challenge.

Autor: Byrd GS; Department of Biology, North Carolina A&T State University, College of Arts & Sciences, A411 General Classroom Bldg, 1601 E Market St, Greensboro, NC 27411, USA. gsbyrd@ncat.edu, Edwards CL, Kelkar VA, Phillips RG, Byrd JR, Pim-Pong DS, Starks TD, Taylor AL, Mckinley RE, Li YJ, Pericak-Vance M

Publikováno v: Journal of the National Medical Association [J Natl Med Assoc] 2011 Jun; Vol. 103 (6), pp. 480-7.