Expanding the functionality of speech recognition in radiology: creating a real-time methodology for measurement and analysis of occupational stress and fatigue.

Abstract:

: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 largely account for inter-radiologist stress variability and relate to unique attributes of the radiologist such as personality, emotional state, education/training, and experience. Extrinsic stressors may account for intra-radiologist stress variability and include cumulative workload and task complexity. The creation of personalized stress profiles creates a mechanism for accounting for both inter- and intra-radiologist stress variability, which is essential in creating customizable stress intervention strategies. One viable option for real-time occupational stress measurement is voice stress analysis, which can be directly implemented through existing speech recognition technology and has been proven to be effective in stress measurement and analysis outside of medicine. This technology operates by detecting stress in the acoustic properties of speech through a number of different variables including duration, glottis source factors, pitch distribution, spectral structure, and intensity. The correlation of these speech derived stress measures with outcomes data can be used to determine the user-specific inflection point at which stress becomes detrimental to clinical performance.

journal_name

J Digit Imaging

authors

Reiner BI

doi

10.1007/s10278-012-9540-0

subject

Has Abstract

pub_date

2013-02-01 00:00:00

pages

5-9

issue

1

eissn

0897-1889

issn

1618-727X

journal_volume

26

pub_type

杂志文章
  • Classification of breast masses using selected shape, edge-sharpness, and texture features with linear and kernel-based classifiers.

    abstract::Breast masses due to benign disease and malignant tumors related to breast cancer differ in terms of shape, edge-sharpness, and texture characteristics. In this study, we evaluate a set of 22 features including 5 shape factors, 3 edge-sharpness measures, and 14 texture features computed from 111 regions in mammograms,...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-007-9102-z

    authors: Mu T,Nandi AK,Rangayyan RM

    更新日期:2008-06-01 00:00:00

  • Can an Offsite Expert Remotely Evaluate the Visual Estimation of Ejection Fraction via a Social Network Video Call?

    abstract::We aimed to investigate whether an offsite expert could effectively evaluate visually estimated ejection fraction (EF) while watching and guiding the echocardiographic procedure of an onsite novice practitioner using a social network video call. Sixty patients presenting to the intensive care unit and requiring echoca...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-017-9974-5

    authors: Kim C,Hur J,Kang BS,Choi HJ,Shin JH,Kim TH,Chung JH

    更新日期:2017-12-01 00:00:00

  • Full-Dose PET Image Estimation from Low-Dose PET Image Using Deep Learning: a Pilot Study.

    abstract::Positron emission tomography (PET) imaging is an effective tool used in determining disease stage and lesion malignancy; however, radiation exposure to patients and technicians during PET scans continues to draw concern. One way to minimize radiation exposure is to reduce the dose of radioactive tracer administered in...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-018-0150-3

    authors: Kaplan S,Zhu YM

    更新日期:2019-10-01 00:00:00

  • A Pilot Study on the Development of Remote Quality Control of Digital Mammography Systems in the NHS Breast Screening Programme.

    abstract::In the UK, physicists and radiographers perform routine quality control (QC) of digital mammography equipment at daily, weekly and monthly intervals. The tests performed and tolerances are specified by standard protocols. The manual nature of many of the tests introduces variability due to the positioning of regions o...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-014-9759-z

    authors: Looney P,Halling-Brown MD,Oduko JM,Young KC

    更新日期:2015-10-01 00:00:00

  • Three monochrome displays from a single, true color video display controller.

    abstract::Some nuclear medicine computer displays, as well as many image processing workstations are "true color" machines characterized by independent memory and grey scale mapping for each of the red, green and blue color channels. Other color image display systems produce a color image from a single grey scale map composed o...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03173872

    authors: Raff U,Spitzer VM

    更新日期:1991-02-01 00:00:00

  • Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning.

    abstract::In today's radiology workflow, free-text reporting is established as the most common medium to capture, store, and communicate clinical information. Radiologists routinely refer to prior radiology reports of a patient to recall critical information for new diagnosis, which is quite tedious, time consuming, and prone t...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-018-0116-5

    authors: Tahmasebi AM,Zhu H,Mankovich G,Prinsen P,Klassen P,Pilato S,van Ommering R,Patel P,Gunn ML,Chang P

    更新日期:2019-02-01 00:00:00

  • Toward Data-Driven Radiology Education-Early Experience Building Multi-Institutional Academic Trainee Interpretation Log Database (MATILDA).

    abstract::The residency review committee of the Accreditation Council of Graduate Medical Education (ACGME) collects data on resident exam volume and sets minimum requirements. However, this data is not made readily available, and the ACGME does not share their tools or methodology. It is therefore difficult to assess the integ...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章,多中心研究

    doi:10.1007/s10278-016-9872-2

    authors: Chen PH,Loehfelm TW,Kamer AP,Lemmon AB,Cook TS,Kohli MD

    更新日期:2016-12-01 00:00:00

  • Information retrieval for teaching files: a preliminary study.

    abstract::A computer algorithm for information retrieval from an electronic teaching file has been developed. This index enables the user to retrieve cases from a teaching file, based on the input of a combination of features. The algorithm is based on nearest neighbor analysis, and is programmed in the "C" language. A teaching...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03167602

    authors: Bramble JM,Insana MF,Dwyer SJ 3rd

    更新日期:1990-08-01 00:00:00

  • Effect of viewing angle on luminance and contrast for a five-million-pixel monochrome display and a nine-million-pixel color liquid crystal display.

    abstract::Digital imaging systems used in radiology rely on electronic display devices to present images to human observers. Active-matrix liquid crystal displays (AMLCDs) continue to improve and are beginning to be considered for diagnostic image display. In spite of recent progress, AMLCDs are characterized by a change in lum...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-004-1021-7

    authors: Fifadara DH,Averbukh A,Channin DS,Badano A

    更新日期:2004-12-01 00:00:00

  • Assessing the accuracy factors in the determination of postoperative acetabular cup orientation using hybrid 2D-3D registration.

    abstract::Single standard anteroposterior radiograph-based methods for measuring cup orientation following total hip arthroplasty (THA) are subject to substantial errors if the individual pelvic orientation with respect to X-ray plate is not taken into consideration. Previously, we proposed to use a hybrid 2D-3D registration sc...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-009-9226-4

    authors: Zheng G

    更新日期:2010-12-01 00:00:00

  • Computer-aided detection scheme for sentinel lymph nodes in lymphoscintigrams using symmetrical property around mapped injection point.

    abstract::It is difficult to detect sentinel lymph nodes (SLNs) around an injection point of radiopharmaceuticals mapped in lymphoscintigrams. The purpose of this study was to develop a computer-aided detection (CAD) scheme for SLNs by a subtraction technique using the symmetrical property in the mapped injection point. Our dat...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-011-9396-8

    authors: Nakayama R,Hizukuri A,Yamamoto K,Nakako N,Nagasawa N,Takeda K

    更新日期:2012-02-01 00:00:00

  • DEWEY: the DICOM-enabled workflow engine system.

    abstract::Workflow is a widely used term to describe the sequence of steps to accomplish a task. The use of workflow technology in medicine and medical imaging in particular is limited. In this article, we describe the application of a workflow engine to improve workflow in a radiology department. We implemented a DICOM-enabled...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-013-9661-0

    authors: Erickson BJ,Langer SG,Blezek DJ,Ryan WJ,French TL

    更新日期:2014-06-01 00:00:00

  • Effect of Interventional Program on the Utilization of PACS in Point-of-Care Ultrasound.

    abstract::While the implementation of Picture Archiving and Communication Systems (PACS) has revolutionized the field of radiology, there has been considerably less utilization of PACS by emergency physicians with point-of-care ultrasound. Benefits of PACS archival of images include improved quality assurance, preservation of i...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-016-9893-x

    authors: Kessler R,Stowell JR,Vogel JA,Liao MM,Kendall JL

    更新日期:2016-12-01 00:00:00

  • DICOM versus HL7 for modality interfacing.

    abstract::Digital modalities such as CT, MRI, Ultrasound and Computerized Radiography systems, generating softcopy images to be used by a Picture Archiving and Communication System (PACS), need to identify the images properly in order to retrieve and manage them. In many cases, a technologist re-enters patient demographic and s...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章,评审

    doi:10.1007/BF03168256

    authors: Oosterwijk H

    更新日期:1998-08-01 00:00:00

  • Electronic imaging and clinical implementation: work group approach at Mayo Clinic, Rochester.

    abstract::Electronic imaging clinical implementation strategies and principles need to be developed as we move toward replacement of film-based radiology practices. During an 8-month period (1998 to 1999), an Electronic Imaging Clinical Implementation Work Group (EICIWG) was formed from sections of our department: Informatics L...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168749

    authors: King BF Jr,Erickson BJ,Williamson B Jr,Reading CC,James EM,Ramthun SK,Owen DA

    更新日期:1999-05-01 00:00:00

  • Development of a research dedicated archival system (TARAS) in a university hospital.

    abstract::Recent healthcare policies have influenced the manner in which patient data is handled in research projects, and the regulations concerning protected health information have become significantly tighter. Thus, new procedures are needed to facilitate research while protecting the confidentiality of patient data and ens...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-010-9350-1

    authors: Rajala T,Savio S,Penttinen J,Dastidar P,Kähönen M,Eskola H,Miettunen R,Turjanmaa V,Järvenpää R

    更新日期:2011-10-01 00:00:00

  • Computer-aided diagnosis for detection of lacunar infarcts on MR images: ROC analysis of radiologists' performance.

    abstract::The purpose of this study was to retrospectively evaluate radiologist performance in detection of lacunar infarcts on T1- and T2-weighted images, without and with the use of a computer-aided diagnosis (CAD) scheme. Thirty T1-weighted and 30 T2-weighted MR images obtained from 30 patients were used for assessing observ...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-011-9444-4

    authors: Uchiyama Y,Asano T,Kato H,Hara T,Kanematsu M,Hoshi H,Iwama T,Fujita H

    更新日期:2012-08-01 00:00:00

  • Imaging Informatics Fellowship Curriculum: a Survey to Identify Core Topics and Potential Inter-Program Areas of Collaboration.

    abstract::New consumer technologies and interoperability standards have dated the first standardized curriculum for imaging informatics fellowships suggested by the Society for Computer Applications in Radiology (SCAR) in 2004 (Journal of digital imaging 17(4):244-248, 2004). Last year, analysis from this institution characteri...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-019-00292-2

    authors: Makeeva V,Vey B,Cook TS,Nagy P,Filice RW,Wang KC,Balthazar P,Harri P,Safdar NM

    更新日期:2020-04-01 00:00:00

  • INDIAM--an e-learning system for the interpretation of mammograms.

    abstract::We propose the design of a teaching system named Interpretation and Diagnosis of Mammograms (INDIAM) for training students in the interpretation of mammograms and diagnosis of breast cancer. The proposed system integrates an illustrated tutorial on radiology of the breast, that is, mammography, which uses education te...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-008-9111-6

    authors: Guliato D,Bôaventura RS,Maia MA,Rangayyan RM,Simedo MS,Macedo TA

    更新日期:2009-08-01 00:00:00

  • Patient-specific three-dimensional composite bone models for teaching and operation planning.

    abstract:BACKGROUND:Orthopedic trauma care relies on two-dimensional radiograms both before and during the operation. Understanding the three-dimensional nature of complex fractures on plain radiograms is challenging. Modern fluoroscopes can acquire three-dimensional volume datasets even during an operation, but the device limi...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-007-9078-8

    authors: Matthews F,Messmer P,Raikov V,Wanner GA,Jacob AL,Regazzoni P,Egli A

    更新日期:2009-10-01 00:00:00

  • Scoliosis evaluation by direct digital radiography and computerized post-processing.

    abstract::With the introduction of direct digital radiography into clinical practice, there are opportunities to provide faster and more reliable ways of performing traditional radiological tasks. A technique was developed for evaluating and measuring scoliosis, which involves the computerized stitching of a radiograph of the t...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-002-5033-x

    authors: Berliner L,Kreang-Arekul S,Kaufman L

    更新日期:2002-01-01 00:00:00

  • Strategic thinking for radiology.

    abstract::We have now analyzed the use and benefits of four Strategic Thinking Tools for Radiology: the Vision Statement, the High Five, the Two-by-Two, and Real-Win-Worth. Additional tools will be provided during the tutorial. The tools provided above should be considered as examples. They all contain the 10 benefits outlined ...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168638

    authors: Schilling RB

    更新日期:1997-08-01 00:00:00

  • Combining fast response and low cost in an intensive care unit viewing station.

    abstract::This paper describes a prototype viewing station for the Intensive Care Unit (ICU) that combines a low cost with a fast response for the primary viewing tasks. A single monitor is used together with the possibility to switch to another image on the same screen instantaneously. To reduce the time for image retrieval an...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168429

    authors: Bellon E,Houtput W,Bijnens B,Suetens P,Marchal G,Lauwers P

    更新日期:1994-05-01 00:00:00

  • Picture archiving and communication systems and related developments in Sweden.

    abstract::Large PACS (Picture Archiving and Communication Systems) installations do not yet exist in Sweden, but some hospitals have had experience with limited PACS activities. At present there are four mini PACS installations in radiology departments and about 12 teleradiology systems in use in Sweden. A couple of small Swedi...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168157

    authors: Olsson S

    更新日期:1991-08-01 00:00:00

  • Online availability check of teleradiology components.

    abstract::For a region-wide teleradiology network in Germany a vendor-independent Uptime-server concept was defined. The Uptime-server was realized for the availability check and prospective error-detection of the emergency teleradiology servers and clients based on encrypted digital imaging and communication in medicine (DICOM...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-006-1044-3

    authors: Weisser G,Ruggiero S,Runa A,Düber C,Neff W,Walz M

    更新日期:2007-12-01 00:00:00

  • Can the documented patient briefing be carried out with an iPad app?

    abstract::To evaluate the feasibility of an iPad-based documented patient briefing for Magnetic Resonance Imaging (MRI) examinations. A standard briefing sheet and questionnaire for a MRI scan was converted from paper form into an iPad application. Twenty patients, who had been referred for an MRI scan, were briefed about the e...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-012-9560-9

    authors: Schlechtweg PM,Hammon M,Heberlein C,Giese D,Uder M,Schwab SA

    更新日期:2013-06-01 00:00:00

  • Computed radiography: user-programmable features and capabilities.

    abstract::Digital or computed radiography (CR) using photostimulable storage phosphor plate technology is becoming increasingly popular in certain clinical applications, such as bedside radiography, where it possesses clear advantages over conventional screen-film imaging. The majority of CR systems in clinical use have been ma...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168504

    authors: Gingold EL,Tucker DM,Barnes GT

    更新日期:1994-08-01 00:00:00

  • Displaying radiologic images on personal computers.

    abstract::This is the second article of our series for radiologists and imaging scientists on displaying, manipulating, and analyzing radiologic images on personal computers (PCs). The first article discussed the digital image data file, standard PC graphic file formats, and various methods for importing radiologic images into ...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168488

    authors: Gillespy T 3rd,Rowberg AH

    更新日期:1993-08-01 00:00:00

  • A content-boosted collaborative filtering algorithm for personalized training in interpretation of radiological imaging.

    abstract::Devising a method that can select cases based on the performance levels of trainees and the characteristics of cases is essential for developing a personalized training program in radiology education. In this paper, we propose a novel hybrid prediction algorithm called content-boosted collaborative filtering (CBCF) to...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-014-9678-z

    authors: Lin H,Yang X,Wang W

    更新日期:2014-08-01 00:00:00

  • Use of a thin-section archive and enterprise 3D software for long-term storage of thin-slice CT data sets.

    abstract::Rapid advances are changing the technology and applications of multidetector computed tomography (CT) scanners. The major increase in data associated with this new technology, however, breaks most commercial picture archiving and communication system (PACS) architectures by preventing them from delivering data in real...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-006-0925-9

    authors: Meenan C,Daly B,Toland C,Nagy P

    更新日期:2006-01-01 00:00:00