Attention 3D U-NET for dose distribution prediction of high-dose-rate brachytherapy of cervical cancer: Direction modulated brachytherapy tandem applicator.

Autor: Gautam S; Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA., Osman AFI; Department of Medical Physics, Al-Neelain University, Khartoum, Sudan., Richeson D; Department of Radiation Oncology, Inova Schar Cancer Institute, Fairfax, Virginia, USA., Gholami S; Department of Radiation Oncology, University of Utah, Salt Lake City, Utah, USA., Manandhar B; Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA., Alam S; Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA., Song WY; Department of Radiation Oncology, Virginia Commonwealth University, Richmond, Virginia, USA.

Publikováno v: Medical physics [Med Phys] 2024 Aug; Vol. 51 (8), pp. 5593-5603. Date of Electronic Publication: 2024 Jun 03.

Deformable registration of magnetic resonance images using unsupervised deep learning in neuro-/radiation oncology.

Autor: Osman AFI; Department of Medical Physics, Al-Neelain University, Khartoum, 11121, Sudan. alexanderfadul@yahoo.com., Al-Mugren KS; Department of Physics, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia., Tamam NM; Department of Physics, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia., Shahine B; Department of Radiation Oncology, American University of Beirut Medical Center, Beirut, Lebanon.

Publikováno v: Radiation oncology (London, England) [Radiat Oncol] 2024 May 21; Vol. 19 (1), pp. 61. Date of Electronic Publication: 2024 May 21.

OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines.

Autor: Babier A; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.; Vector Institute, Toronto, ON, Canada., Mahmood R; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada., Zhang B; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada., Alves VGL; Department of Radiation Oncology, University of Virginia Health System, Charlottesville, VA, United States of America., Barragán-Montero AM; Department of Molecular Imaging Radiation Oncology, UCLouvain, Louvain-la-Neuve, Belgium., Beaudry J; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America., Cardenas CE; Department of Radiation Oncology, The University of Alabama at Birmingham, Birmingham, AL, United States of America., Chang Y; Department of Engineering and Applied Physics, University of Science and Technology of China, Hefei, People's Republic of China., Chen Z; Shenying Medical Technology Co., Ltd., Shenzhen, Guangdong, People's Republic of China., Chun J; Department of Radiation Oncology, Yonsei University College of Medicine, Seoul, Republic of Korea., Diaz K; Department of Physics, National University of Colombia, Medellín, Colombia., David Eraso H; Department of Physics, National University of Colombia, Medellín, Colombia., Faustmann E; Atominstitut, Vienna University of Technology, Vienna, Austria., Gaj S; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, United States of America., Gay S; Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America., Gronberg M; Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America., Guo B; Department of Radiation Oncology, Cleveland Clinic, Cleveland, OH, United States of America., He J; Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China., Heilemann G; Department of Radiation Oncology, Medical University of Vienna, Vienna, Austria., Hira S; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America., Huang Y; Department of Radiation Oncology, Peking University Cancer Hospital and Institute, Beijing, People's Republic of China., Ji F; Department of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China., Jiang D; Department of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China., Carlo Jimenez Giraldo J; Department of Physics, National University of Colombia, Medellín, Colombia., Lee H; Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, United States of America., Lian J; Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America., Liu S; Department of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China., Liu KC; Department of Medical Imaging, Taiwan AI Labs, Taipei, Taiwan., Marrugo J; Department of Physics, National University of Colombia, Medellín, Colombia., Miki K; Department Of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan., Nakamura K; Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, United States of America., Netherton T; Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America., Nguyen D; Medical Artificial Intelligence and Automation (MAIA) Laboratory, Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America., Nourzadeh H; Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, United States of America., Osman AFI; Department of Medical Physics, Al-Neelain University, Khartoum, Sudan., Peng Z; Department of Engineering and Applied Physics, University of Science and Technology of China, Hefei, People's Republic of China., Darío Quinto Muñoz J; Department of Physics, National University of Colombia, Medellín, Colombia., Ramsl C; Atominstitut, Vienna University of Technology, Vienna, Austria., Joo Rhee D; Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America., David Rodriguez J; Department of Physics, National University of Colombia, Medellín, Colombia., Shan H; Institute of Science and Technology for Brain-inspired Intelligence, Fudan University, Shanghai, People's Republic of China., Siebers JV; Department of Radiation Oncology, University of Virginia Health System, Charlottesville, VA, United States of America., Soomro MH; Department of Radiation Oncology, University of Virginia Health System, Charlottesville, VA, United States of America., Sun K; Studio Vodels, Atlanta, GA, United States of America., Usuga Hoyos A; Department of Physics, National University of Colombia, Medellín, Colombia., Valderrama C; Department of Physics, National University of Colombia, Medellín, Colombia., Verbeek R; Department Computer Science, Aalto University, Espoo, Finland., Wang E; Shenying Medical Technology Co., Ltd., Shenzhen, Guangdong, People's Republic of China., Willems S; Department of Electrical Engineering, KULeuven, Leuven, Belgium., Wu Q; Department of Electrical Engineering and Automation, Anhui University, Hefei, People's Republic of China., Xu X; Department of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, United States of America., Yang S; Tencent AI Lab, Shenzhen, Guangdong, People's Republic of China., Yuan L; Department of Radiation Oncology, Virginia Commonwealth University Medical Center, Richmond, VA, United States of America., Zhu S; Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States of America., Zimmermann L; Faculty of Health, University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria.; Competence Center for Preclinical Imaging and Biomedical Engineering, University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria., Moore KL; Department of Radiation Oncology, University of California, San Diego, La Jolla, CA, United States of America., Purdie TG; Radiation Medicine Program, UHN Princess Margaret Cancer Centre, Toronto, ON, Canada.; Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada.; Techna Institute for the Advancement of Technology for Health, Toronto, ON, Canada.; Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada., McNiven AL; Radiation Medicine Program, UHN Princess Margaret Cancer Centre, Toronto, ON, Canada.; Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada., Chan TCY; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.; Vector Institute, Toronto, ON, Canada.; Techna Institute for the Advancement of Technology for Health, Toronto, ON, Canada.

Publikováno v: Physics in medicine and biology [Phys Med Biol] 2022 Sep 12; Vol. 67 (18). Date of Electronic Publication: 2022 Sep 12.

Applications of machine and deep learning to patient-specific IMRT/VMAT quality assurance.

Autor: Osman AFI; Department of Medical Physics, Al-Neelain University, Khartoum, Sudan., Maalej NM; Department of Physics, Khalifa University, Abu Dhabi, UAE.

Publikováno v: Journal of applied clinical medical physics [J Appl Clin Med Phys] 2021 Sep; Vol. 22 (9), pp. 20-36. Date of Electronic Publication: 2021 Aug 03.

Prediction of the individual multileaf collimator positional deviations during dynamic IMRT delivery priori with artificial neural network.

Autor: Osman AFI; Department of Radiation Oncology, American University of Beirut Medical Center, Riad El-Solh, 1107 2020, Beirut, Lebanon.; Department of Medical Physics, Al-Neelain University, Khartoum, 11121, Sudan., Maalej NM; Department of Physics, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia., Jayesh K; Department of Radiation Oncology, American Hospital Dubai, Dubai, United Arab Emirates.

Publikováno v: Medical physics [Med Phys] 2020 Apr; Vol. 47 (4), pp. 1421-1430. Date of Electronic Publication: 2020 Jan 30.