Wyniki wyszukiwania dla: Bruce I. Reiner

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Quantifying Analysis of Uncertainty in Medical Reporting: Creation of User and Context-Specific Uncertainty Profiles

Bruce I. Reiner

Journal of Digital Imaging > 2018 > 31 > 4 > 379-382

While uncertainty is ubiquitous in medical practice, minimal work to date has been performed to analyze the cause and effect relationship between uncertainty and patient outcomes. In medical imaging practice, uncertainty in the radiology report has been well documented to be a source of clinician dissatisfaction. Before one can effectively create intervention strategies aimed at reducing uncertainty,...

artykuł

Quantitative Analysis of Uncertainty in Medical Reporting: Creating a Standardized and Objective Methodology

Bruce I. Reiner

Journal of Digital Imaging > 2018 > 31 > 2 > 145-149

Uncertainty in text-based medical reports has long been recognized as problematic, frequently resulting in misunderstanding and miscommunication. One strategy for addressing the negative clinical ramifications of report uncertainty would be the creation of a standardized methodology for characterizing and quantifying uncertainty language, which could provide both the report author and reader with...

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Quantitative Analysis of Uncertainty in Medical Reporting: Part 3: Customizable Education, Decision Support, and Automated Alerts

Bruce I. Reiner

Journal of Digital Imaging > 2018 > 31 > 5 > 579-584

In order to better elucidate and understand the causative factors and clinical implications of uncertainty in medical reporting, one must first create a referenceable database which records a number of standardized metrics related to uncertainty language, clinical context, technology, and provider and patient data. The resulting analytics can in turn be used to create context and user-specific reporting...

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Redefining the Medical Standard of Care: Event-Specific Workflow Analysis

Bruce I. Reiner

Journal of the American College of Radiology > 2017 > 14 > 9 > 1177-1179

artykuł

Redefining the Practice of Peer Review Through Intelligent Automation Part 2: Data-Driven Peer Review Selection and Assignment

Bruce I. Reiner

Journal of Digital Imaging > 2017 > 30 > 6 > 657-660

In conventional radiology peer review practice, a small number of exams (routinely 5% of the total volume) is randomly selected, which may significantly underestimate the true error rate within a given radiology practice. An alternative and preferable approach would be to create a data-driven model which mathematically quantifies a peer review risk score for each individual exam and uses this data...

artykuł

Redefining the Practice of Peer Review Through Intelligent Automation Part 1: Creation of a Standardized Methodology and Referenceable Database

Bruce I. Reiner

Journal of Digital Imaging > 2017 > 30 > 5 > 530-533

Conventional peer review practice is compromised by a number of well-documented biases, which in turn limit standard of care analysis, which is fundamental to determination of medical malpractice. In addition to these intrinsic biases, other existing deficiencies exist in current peer review including the lack of standardization, objectivity, retrospective practice, and automation. An alternative...

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Redefining the Practice of Peer Review Through Intelligent Automation—Part 3: Automated Report Analysis and Data Reconciliation

Bruce I. Reiner

Journal of Digital Imaging > 2018 > 31 > 1 > 1-4

One method for addressing existing peer review limitations is the assignment of peer review cases on a completely blinded basis, in which the peer reviewer would create an independent report which can then be cross-referenced with the primary reader report of record. By leveraging existing computerized data mining techniques, one could in theory automate and objectify the process of report data extraction,...

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Evolution of the Digital Revolution: A Radiologist Perspective

Bruce I. Reiner, Eliot L. Siegel, Khan Siddiqui

The transformation from film-based to filmless operation has become more and more challenging, as imaging studies expand in size and complexity. To adapt to these changes, radiologists must proactively develop new workflow strategies to compensate for increasing work demands and the existing workforce shortage. This article addresses the evolutionary changes underway in the radiology interpretation...

artykuł

Data Challenges and Opportunities in the Evolving Medical Imaging Practice

Bruce I. Reiner

Journal of the American College of Radiology > 2015 > 12 > 9 > 940-941

artykuł

The Quality/Safety Medical Index: Implementation and Analysis

Bruce I. Reiner

Journal of Digital Imaging > 2015 > 28 > 1 > 1-6

Medical analytics relating to quality and safety measures have become particularly timely and of high importance in contemporary medical practice. In medical imaging, the dynamic relationship between medical imaging quality and radiation safety creates challenges in quantifying quality or safety independently. By creating a standardized measurement which simultaneously accounts for quality and safety...

artykuł

Opportunities for Radiation-Dose Optimization Through Standardized Analytics and Decision Support

Bruce I. Reiner

Journal of the American College of Radiology > 2014 > 11 > 11 > 1048-1052

Although the potential for adverse clinical outcomes related to medical radiation have been well documented for over a century, several relatively recent trends have increased awareness of radiation safety in medical imaging. These include expanded CT applications and utilization, increased patient attention on radiation carcinogenesis, and a wide array of legislative and societal radiation initiatives,...

artykuł

Hidden Costs of Poor Image Quality: A Radiologist’s Perspective

Bruce I. Reiner

Journal of the American College of Radiology > 2014 > 11 > 10 > 974-978

Although image quality is a well-recognized component in the successful delivery of medical imaging services, it has arguably declined over the past decade owing to several technical, economic, cultural, and geographic factors. To improve quality, the radiologist community must take a more proactive role in image quality analysis and optimization; these require analysis of not just the single step...

artykuł

Strategies for Radiology Reporting and Communication

Bruce I. Reiner

Journal of Digital Imaging > 2014 > 27 > 1 > 1-6

artykuł

The Quality/Safety Medical Index: a Standardized Method for Concurrent Optimization of Radiation Dose and Image Quality in Medical Imaging

Bruce I. Reiner

Journal of Digital Imaging > 2014 > 27 > 6 > 687-691

artykuł

Creating Accountability in Image Quality Analysis. Part 2: Medical Imaging Accreditation

Bruce I. Reiner

Journal of Digital Imaging > 2013 > 26 > 3 > 371-374

artykuł

Creating Accountability in Image Quality Analysis Part 1: the Technology Paradox

Bruce I. Reiner

Journal of Digital Imaging > 2013 > 26 > 2 > 147-150

artykuł

Strategies for Radiology Reporting and Communication

Bruce I. Reiner

Journal of Digital Imaging > 2013 > 26 > 5 > 838-842

artykuł

Expanding the Functionality of Speech Recognition in Radiology: Creating a Real-Time Methodology for Measurement and Analysis of Occupational Stress and Fatigue

Bruce I. Reiner

Journal of Digital Imaging > 2013 > 26 > 1 > 5-9

While occupational stress and fatigue have been well described throughout medicine, the radiology community is particularly susceptible due to declining reimbursements, heightened demands for service deliverables, and increasing exam volume and complexity. The resulting occupational stress can be variable in nature and dependent upon a number of intrinsic and extrinsic stressors. Intrinsic stressors...

artykuł

Creating Accountability in Image Quality Analysis. Part 4: Quality Analytics

Bruce I. Reiner

Journal of Digital Imaging > 2013 > 26 > 5 > 825-829

artykuł

Creating Accountability in Image Quality Analysis Part 3: Creation of a Standardized Image-Centric Mark-Up and Annotation Tool

Bruce I. Reiner

Journal of Digital Imaging > 2013 > 26 > 4 > 600-604

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Wyniki wyszukiwania dla: Bruce I. Reiner

Quantifying Analysis of Uncertainty in Medical Reporting: Creation of User and Context-Specific Uncertainty Profiles

Quantitative Analysis of Uncertainty in Medical Reporting: Creating a Standardized and Objective Methodology

Quantitative Analysis of Uncertainty in Medical Reporting: Part 3: Customizable Education, Decision Support, and Automated Alerts

Redefining the Medical Standard of Care: Event-Specific Workflow Analysis

Redefining the Practice of Peer Review Through Intelligent Automation Part 2: Data-Driven Peer Review Selection and Assignment

Redefining the Practice of Peer Review Through Intelligent Automation Part 1: Creation of a Standardized Methodology and Referenceable Database

Redefining the Practice of Peer Review Through Intelligent Automation—Part 3: Automated Report Analysis and Data Reconciliation

Evolution of the Digital Revolution: A Radiologist Perspective

Data Challenges and Opportunities in the Evolving Medical Imaging Practice

The Quality/Safety Medical Index: Implementation and Analysis

Opportunities for Radiation-Dose Optimization Through Standardized Analytics and Decision Support

Hidden Costs of Poor Image Quality: A Radiologist’s Perspective

Strategies for Radiology Reporting and Communication

The Quality/Safety Medical Index: a Standardized Method for Concurrent Optimization of Radiation Dose and Image Quality in Medical Imaging

Creating Accountability in Image Quality Analysis. Part 2: Medical Imaging Accreditation

Creating Accountability in Image Quality Analysis Part 1: the Technology Paradox

Strategies for Radiology Reporting and Communication

Expanding the Functionality of Speech Recognition in Radiology: Creating a Real-Time Methodology for Measurement and Analysis of Occupational Stress and Fatigue

Creating Accountability in Image Quality Analysis. Part 4: Quality Analytics

Creating Accountability in Image Quality Analysis Part 3: Creation of a Standardized Image-Centric Mark-Up and Annotation Tool

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