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Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing.
Mahmood U, Shukla-Dave A, Chan HP, Drukker K, Samala RK, Chen Q, Vergara D, Greenspan H, Petrick N, Sahiner B, Huo Z, Summers RM, Cha KH, Tourassi G, Deserno TM, Grizzard KT, Näppi JJ, Yoshida H, Regge D, Mazurchuk R, Suzuki K, Morra L, Huisman H, Armato SG 3rd, Hadjiiski L. Mahmood U, et al. BJR Artif Intell. 2024 Mar 4;1(1):ubae003. doi: 10.1093/bjrai/ubae003. eCollection 2024 Jan. BJR Artif Intell. 2024. PMID: 38476957 Free PMC article. Review.
Investigating the Robustness Neighborhood Gray Tone Difference Matrix and Gray Level Co-occurrence Matrix Radiomic Features on Clinical Computed Tomography Systems Using Anthropomorphic Phantoms: Evidence From a Multivendor Study.
Mahmood U, Apte AP, Deasy JO, Schmidtlein CR, Shukla-Dave A. Mahmood U, et al. J Comput Assist Tomogr. 2017 Nov/Dec;41(6):995-1001. doi: 10.1097/RCT.0000000000000632. J Comput Assist Tomogr. 2017. PMID: 28708732 Free PMC article.
Quality control of radiomic features using 3D-printed CT phantoms.
Mahmood U, Apte A, Kanan C, Bates DDB, Corrias G, Manneli L, Oh JH, Erdi YE, Nguyen J, O'Deasy J, Shukla-Dave A. Mahmood U, et al. J Med Imaging (Bellingham). 2021 May;8(3):033505. doi: 10.1117/1.JMI.8.3.033505. Epub 2021 Jun 29. J Med Imaging (Bellingham). 2021. PMID: 34222557 Free PMC article.
Artificial Intelligence in CT and MR Imaging for Oncological Applications.
Paudyal R, Shah AD, Akin O, Do RKG, Konar AS, Hatzoglou V, Mahmood U, Lee N, Wong RJ, Banerjee S, Shin J, Veeraraghavan H, Shukla-Dave A. Paudyal R, et al. Among authors: mahmood u. Cancers (Basel). 2023 Apr 30;15(9):2573. doi: 10.3390/cancers15092573. Cancers (Basel). 2023. PMID: 37174039 Free PMC article. Review.
AI and machine learning in medical imaging: key points from development to translation.
Samala RK, Drukker K, Shukla-Dave A, Chan HP, Sahiner B, Petrick N, Greenspan H, Mahmood U, Summers RM, Tourassi G, Deserno TM, Regge D, Näppi JJ, Yoshida H, Huo Z, Chen Q, Vergara D, Cha KH, Mazurchuk R, Grizzard KT, Huisman H, Morra L, Suzuki K, Armato SG 3rd, Hadjiiski L. Samala RK, et al. Among authors: mahmood u. BJR Artif Intell. 2024 Apr 29;1(1):ubae006. doi: 10.1093/bjrai/ubae006. eCollection 2024 Jan. BJR Artif Intell. 2024. PMID: 38828430 Free PMC article. Review.
Reproducibility of radiomic features using network analysis and its application in Wasserstein k-means clustering.
Oh JH, Apte AP, Katsoulakis E, Riaz N, Hatzoglou V, Yu Y, Mahmood U, Veeraraghavan H, Pouryahya M, Iyer A, Shukla-Dave A, Tannenbaum A, Lee NY, Deasy JO. Oh JH, et al. Among authors: mahmood u. J Med Imaging (Bellingham). 2021 May;8(3):031904. doi: 10.1117/1.JMI.8.3.031904. Epub 2021 Apr 30. J Med Imaging (Bellingham). 2021. PMID: 33954225 Free PMC article.
AAPM Task Group Report 272: Comprehensive acceptance testing and evaluation of fluoroscopy imaging systems.
Lin PP, Goode AR, Corwin FD, Fisher RF, Balter S, Wunderle KA, Schueler BA, Kim DS, Zhang J, Zhou YJ, Jenkins PA, Mahmood U, Lin T, Zhao H, Park MA, Trianni A, Lendle M, Kuhls-Gilcrist A, Jans JC, Desponds L, Banasiak G, Backes S, Snyder C, Snyder A, Lu M, Gonzalez S. Lin PP, et al. Among authors: mahmood u. Med Phys. 2022 Apr;49(4):e1-e49. doi: 10.1002/mp.15429. Epub 2022 Jan 27. Med Phys. 2022. PMID: 35032394
422 results