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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: shukla dave a. 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.
Integration of quantitative imaging biomarkers in clinical trials for MR-guided radiotherapy: Conceptual guidance for multicentre studies from the MR-Linac Consortium Imaging Biomarker Working Group.
van Houdt PJ, Saeed H, Thorwarth D, Fuller CD, Hall WA, McDonald BA, Shukla-Dave A, Kooreman ES, Philippens MEP, van Lier ALHMW, Keesman R, Mahmood F, Coolens C, Stanescu T, Wang J, Tyagi N, Wetscherek A, van der Heide UA. van Houdt PJ, et al. Eur J Cancer. 2021 Aug;153:64-71. doi: 10.1016/j.ejca.2021.04.041. Epub 2021 Jun 15. Eur J Cancer. 2021. PMID: 34144436 Free PMC article.
Multi-institutional validation of a novel textural analysis tool for preoperative stratification of suspected thyroid tumors on diffusion-weighted MRI.
Brown AM, Nagala S, McLean MA, Lu Y, Scoffings D, Apte A, Gonen M, Stambuk HE, Shaha AR, Tuttle RM, Deasy JO, Priest AN, Jani P, Shukla-Dave A, Griffiths J. Brown AM, et al. Magn Reson Med. 2016 Apr;75(4):1708-16. doi: 10.1002/mrm.25743. Epub 2015 May 20. Magn Reson Med. 2016. PMID: 25995019 Free PMC article.
Multimodality functional imaging using DW-MRI and 18F-FDG-PET/CT during radiation therapy for human papillomavirus negative head and neck squamous cell carcinoma: Meixoeiro Hospital of Vigo Experience.
Aramburu Núñez D, Lopez Medina A, Mera Iglesias M, Salvador Gomez F, Dave A, Hatzoglou V, Paudyal R, Calzado A, Deasy JO, Shukla-Dave A, Muñoz VM. Aramburu Núñez D, et al. World J Radiol. 2017 Jan 28;9(1):17-26. doi: 10.4329/wjr.v9.i1.17. World J Radiol. 2017. PMID: 28144403 Free PMC article.
Prostate MRSI predicts outcome in radical prostatectomy patients.
Zakian KL, Hatfield W, Aras O, Cao K, Yakar D, Goldman DA, Moskowitz CS, Shukla-Dave A, Tehrani YM, Fine S, Eastham J, Hricak H. Zakian KL, et al. Magn Reson Imaging. 2016 Jun;34(5):674-81. doi: 10.1016/j.mri.2016.01.003. Epub 2016 Jan 26. Magn Reson Imaging. 2016. PMID: 26821278 Free PMC article.
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.
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