Search Results - "Enzmann, Dieter R."

Deep transfer learning-based prostate cancer classification using 3 Tesla multi-parametric MRI by Zhong, Xinran, Cao, Ruiming, Shakeri, Sepideh, Scalzo, Fabien, Lee, Yeejin, Enzmann, Dieter R., Wu, Holden H., Raman, Steven S., Sung, Kyunghyun

“…Purpose The purpose of the study was to propose a deep transfer learning (DTL)-based model to distinguish indolent from clinically significant prostate cancer…”
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Genomic Adequacy from Solid Tumor Core Needle Biopsies of ex Vivo Tissue and in Vivo Lung Masses: Prospective Study by Jamshidi, Neema, Huang, Danshan, Abtin, Fereidoun G, Loh, Christopher T, Kee, Stephen T, Suh, Robert D, Yamamoto, Shota, Das, Kingshuk, Dry, Sarah, Binder, Scott, Enzmann, Dieter R, Kuo, Michael D

“…Purpose To identify the variables and factors that affect the quantity and quality of nucleic acid yields from imaging-guided core needle biopsy. Materials and…”
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Physician Burnout: A Hidden Cause by Enzmann, Dieter R.

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Managing Scale and Innovation in Health IT by Enzmann, Dieter R., MD, Pfeffer, Michael, MD

“…Abstract Given the high-intensity interaction between radiology and IT, radiology leadership should understand IT’s new, somewhat conflicting, dual roles…”
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Measuring Radiology's Value in Time Saved by Lee, Christoph I., MD, MSHS, Enzmann, Dieter R., MD

“…Because radiology has historically not measured its added value to patient care and thus not communicated it in easily understood terms to all stakeholders,…”
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Continuous Learning AI in Radiology: Implementation Principles and Early Applications by Pianykh, Oleg S, Langs, Georg, Dewey, Marc, Enzmann, Dieter R, Herold, Christian J, Schoenberg, Stefan O, Brink, James A

“…Artificial intelligence (AI) is becoming increasingly present in radiology and health care. This expansion is driven by the principal AI strengths: automation,…”
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The Risks of Innovation in Health Care by Enzmann, Dieter R., MD

“…Abstract Innovation in health care creates risks that are unevenly distributed. An evolutionary analogy using species to represent business models helps…”
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Actionable Reporting by Boland, Giles W., MD, Enzmann, Dieter R., MD, Duszak, Richard, MD

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Radiology’s “Smart New Deal” by Enzmann, Dieter R.

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Radiology's value chain by Enzmann, Dieter R

“…A diagnostic radiology value chain is constructed to define its main components, all of which are vulnerable to change, because digitization has caused…”
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Analysis of Radiology Business Models by Enzmann, Dieter R., MD, Schomer, Donald F., MD, MBA

“…As health care moves to value orientation, radiology's traditional business model faces challenges to adapt. The authors describe a strategic value framework…”
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The Nature of Change by Enzmann, Dieter R., MD, Feinberg, David T., MD, MBA

“…There is little doubt that health care is facing change. The conventional view of change, based on evolution, is that it is slow, gradual, and generally an…”
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Prostate Microstructure in Prostate Cancer Using 3-T MRI with Diffusion-Relaxation Correlation Spectrum Imaging: Validation with Whole-Mount Digital Histopathology by Zhang, Zhaohuan, Wu, Holden H, Priester, Alan, Magyar, Clara, Afshari Mirak, Sohrab, Shakeri, Sepideh, Mohammadian Bajgiran, Amirhossein, Hosseiny, Melina, Azadikhah, Afshin, Sung, Kyunghyun, Reiter, Robert E, Sisk, Anthony E, Raman, Steven, Enzmann, Dieter R

“…Background Microstructural MRI has the potential to improve diagnosis and characterization of prostate cancer (PCa), but validation with histopathology is…”
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Translating AI to Clinical Practice: Overcoming Data Shift with Explainability by Choi, Youngwon, Yu, Wenxi, Nagarajan, Mahesh B, Teng, Pangyu, Goldin, Jonathan G, Raman, Steven S, Enzmann, Dieter R, Kim, Grace Hyun J, Brown, Matthew S

“…To translate artificial intelligence (AI) algorithms into clinical practice requires generalizability of models to real-world data. One of the main obstacles…”
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Scenario Planning by Enzmann, Dieter R., MD, Beauchamp, Norman J., MD, MHS, Norbash, Alexander, MD, MHCM

“…In facing future developments in health care, scenario planning offers a complementary approach to traditional strategic planning. Whereas traditional…”
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Angular needle tracker and stabilizer for image-guided interventions by Zhao, Zhuo, Li, Rui, Xu, Lingwen J., Enzmann, Dieter R., Wood, Bradford J., Tse, Zion Tsz Ho

“…Minimally invasive image-guided interventions have changed the face of procedural medicine. For these procedures, safety and efficacy depend on precise needle…”
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Radiology’s Information Architecture Could Migrate to One Emulating That of Smartphones by Enzmann, Dieter R., Arnold, Corey W., Zaragoza, Edward, Siegel, Eliot, Pfeffer, Michael A.

“…Diagnostic radiology (DxR), having had successful serial co-evolutions with imaging equipment and PACS, is faced with another. With a backdrop termed…”
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The Anatomy of the Posterior Communicating Artery as a Risk Factor for Ischemic Cerebral Infarction by Schomer, Don F, Marks, Michael P, Steinberg, Gary K, Johnstone, Iain M, Boothroyd, Derek B, Ross, Michael R, Pelc, Norbert J, Enzmann, Dieter R

“…The risk of cerebral infarction is multifactorial and includes genetic, anatomical, and environmental considerations. If a major vessel such as a carotid…”
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The Disaggregation of Radiology by Brant-Zawadzki, Michael N., MD, Enzmann, Dieter R., MD

“…The authors discuss certain market and political forces buffeting the traditional structure of radiology, both in practice and in the academic setting. These…”
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Value of Office-Based Labs to an Interventional Radiology Practice by Lee, Shimwoo, Srinivasa, Ravi N., Patel, Prital, Genshaft, Scott, Enzmann, Dieter R.

“…Abstract Purpose  Office-based laboratories (OBLs), or outpatient interventional suites, are rapidly gaining traction with both patients and…”
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