University of Wisconsin–Madison

Tag: John Garrett

Publications by UW Radiology Faculty Finalized in September 2024

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Carroll, Melissa B.; Fels Elliott, Daffolyn Rachael; Kanne, Jeffrey P.; Martin Rother, Maria Daniela. Update on Pulmonary Fibrosis: Updates to Idiopathic Pulmonary Fibrosis, Progressive Pulmonary Fibrosis, Hypersensitivity Pneumonitis, and Other Emerging Topics in Interstitial Lung Disease. Advances in Clinical Radiology. 2025 Sep; 6(1):253-267.  Chapman, Teresa; Swanson, Jonathan O. Transient soft tissue enhancement mimicking subcutaneous emphysema and pneumoperitoneum. Pediatric Radiology. 2024 …

UW Radiology Faculty & Trainees Present at RSNA 2023

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The Radiological Society of North America (RSNA) will host their annual meeting November 26-30 in Chicago. Many of our department’s faculty and trainees will present as noted in the below schedule. A highlight will be Elizabeth Burnside, MD’s plenary session on Monday, November 27 titled “Leading Through Technology: Valuing Artificial and Human Intelligence.” RSNA’s annual meeting …

What We Published This Month (August 2023)

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Abdominal Imaging and Intervention  Geng, R., Buelo, C.J., Sundaresan, M., Starekova, J., Panagiotopoulos, N., Oechtering, T.H., Lawrence, E.M., Ignaciuk, M., Reeder, S.B., Hernando, D. Automated MR image prescription of the liver using deep learning: Development, evaluation, and prospective implementation. (2023) Journal of Magnetic Resonance Imaging. DOI: https://doi.org/10.1002/jmri.28564.  Lubner, M.G., Marko, J., Hu, R., Kawashima, A., Potretzke, T.A., …

What We Published This Month (July 2023)

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Abdominal Imaging and Intervention  Liu, C.-Y., Noda, C., van der Geest, R.J., Triaire, B., Kassai, Y., Bluemke, D.A., Lima, J.A.C. Sex-specific associations in multiparametric 3 T MRI measurements in adult livers. (2023) Abdominal Radiology. DOI: 10.1007/s00261-023-03981-3.  Mukherjee P., Lee S., Elton D.C., Nakada S.Y., Pickhardt P.J., Summers R.M. Fully Automated Longitudinal Assessment of Renal Stone Burden on …

The OSCAR Project Offers New Prognostic Tools

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The use of abdominal computed tomography (CT) is increasingly common in Western medicine. While CT scans are useful for specific clinical purposes – for example, determining the cause of a patient’s acute abdominal pain – they also provide a wealth of supplementary data that often goes unused. CT scans can quantify bone mineral density, visceral …

ML4MI Initiative Fosters Interdisciplinary Collaboration at UW-Madison

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Machine learning (ML), a branch of artificial intelligence (AI) and computer science, is an emerging field which uses algorithms to analyze and draw inferences from patterns in data. ML and AI approaches are the basis of sensational innovations – like self-driving cars or ChatGPT – as well as something as familiar as Netflix’s recommendation engine. …

What We Published This Month (February 2023)

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Abdominal Imaging and Intervention   Hindman, N., Kang, S., Fournier, L., Lakhman, Y., Nougaret, S., Reinhold, C., Sadowski, E., Huang, J.Q., Ascher, S. MRI Evaluation of Uterine Masses for Risk of Leiomyosarcoma: A Consensus Statement. (2023) Radiology, 306 (2), p. e211658. DOI: 10.1148/radiol.211658.  Hossan, M.S., Lin, E.S., Riedl, E., Stram, A., Mehlhaff, E., Koeppel, L., Warner, J., …

What We Published This Month (October 2022)

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Velikina, J.V., Jung, Y., Field, A.S., Samsonov, A.A. High-resolution dynamic susceptibility contrast perfusion imaging using higher-order temporal smoothness regularization. Magnetic Resonance in Medicine, 89 (1), pp. 112-127 (2023).  Chen, K., Dawkins, D., Orbach, D.B., Aagaard-Kienitz, B. Low profile sheaths in pediatric neurointervention: a multicenter experience. Journal of neurointerventional surgery, 14 (11), pp. 1135-1138 (2022).  Padua, H., Cahill, A.M., …

What We Published This Month (September 2022)

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Lee, M.H., Zea, R., Garrett, J.W., Graffy, P.M., Summers, R.M., Pickhardt, P.J. Abdominal CT Body Composition Thresholds Using Automated AI Tools for Predicting 10-year Adverse Outcomes. Radiology (2022). Toia GV, Zamora D, Singleton M, Liu A, Tan E, Leng S, Shuman WP, Kanal KM, Mileto A. Detectability of Small Low-Attenuation Lesions With Deep Learning CT Image Reconstruction: …

Opportunistic Screening Consortium in Abdominal Radiology (OSCAR) Project Wins at ISCT Meeting

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John Garrett, PhD won first place for his project, “Assessing the Generalizability of Fully Automated AI Body Composition Tools on Heterogeneous External CT Cohorts,” at the 2022 International Society of Computed Tomography Meeting. Dustin Pooler, MD, Ron Summers, PhD, and Perry Pickhardt, MD are co-authors of the project. He said, “The work validated the CT Biomarker tools we have built and …