当前位置： SCI文献检索 > ACADEMIC RADIOLOGY期刊下所有文献 > Toward Augmented Radiologists: Changes in Radiology Education in the Era of Machine Learning and Artificial Intelligence.

Toward Augmented Radiologists: Changes in Radiology Education in the Era of Machine Learning and Artificial Intelligence.

Abstract：

:Radiology practice will be altered by the coming of artificial intelligence, and the process of learning in radiology will be similarly affected. In the short term, radiologists will need to understand the first wave of artificially intelligent tools, how they can help them improve their practice, and be able to effectively supervise their use. Radiology training programs will need to develop curricula to help trainees acquire the knowledge to carry out this new supervisory duty of radiologists. In the longer term, artificially intelligent software assistants could have a transformative effect on the training of residents and fellows, and offer new opportunities to bring learning into the ongoing practice of attending radiologists.

journal_name

Acad Radiol

journal_title

Academic radiology

authors

Tajmir SH,Alkasab TK

doi

10.1016/j.acra.2018.03.007

subject

Has Abstract

pub_date

2018-06-01 00:00:00

pages

747-750

issue

6

eissn

1076-6332

issn

1878-4046

pii

S1076-6332(18)30120-X

journal_volume

25

pub_type

杂志文章

相关文献

ACADEMIC RADIOLOGY文献大全
  • Coregistration of Preoperative MRI with Ex Vivo Mesorectal Pathology Specimens to Spatially Map Post-treatment Changes in Rectal Cancer Onto In Vivo Imaging: Preliminary Findings.

    abstract：RATIONALE AND OBJECTIVES:The objective of this study was to develop and quantitatively evaluate a radiology-pathology fusion method for spatially mapping tissue regions corresponding to different chemoradiation therapy-related effects from surgically excised whole-mount rectal cancer histopathology onto preoperative ma...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2017.12.006

    authors： Antunes J,Viswanath S,Brady JT,Crawshaw B,Ros P,Steele S,Delaney CP,Paspulati R,Willis J,Madabhushi A

    更新日期：2018-07-01 00:00:00

  • Balancing the three missions and the impact on academic radiology.

    abstract：:The three missions of academic radiology compete with one another for time and funding. Revenue for the clinical mission often subsidizes education and research. Given the internal and external drivers/pressures on health care and, more particularly, on academic health centers, the current model is unsustainable. Tren...

    journal_title：Academic radiology

    pub_type： 杂志文章,评审

    doi：10.1016/j.acra.2013.04.003

    authors： Rawson JV,Baron RL

    更新日期：2013-10-01 00:00:00

  • Breast Imaging Boot Camp Meets Milestones 2.0: A Match Made in Clinic.

    abstract：RATIONALE AND OBJECTIVES:Designed to provide broad-based training in all aspects of imaging, the diagnostic radiology residency program must provide educational experiences that not only provide technical training, but also meet accreditation standards. With the breadth of material to cover during training, carefully o...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2020.12.022

    authors： Jordan SG,Lee SS,Rivers LM,Schwartz CJ,Benefield T,Beck Dallaghan GL

    更新日期：2021-01-21 00:00:00

  • A comparison of internally water-perfused and cryogenically cooled monopolar and bipolar radiofrequency applicators in ex vivo liver samples.

    abstract：RATIONALE AND OBJECTIVES:To evaluate the ex vivo ablation zones created in hepatic tissue using monopolar and bipolar gas- and water-cooled radiofrequency (RF) applicators. MATERIALS AND METHODS:RF ablations were performed on ex vivo bovine liver tissue using closed circuit water-cooled and closed circuit cryogenicall...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2014.02.004

    authors： Rempp H,Mezger D,Voigtlaender M,Scharpf M,Hoffmann R,Pereira PL,Enderle MD,Claussen CD,Clasen S

    更新日期：2014-05-01 00:00:00

  • "Structure-Function Imaging of Lung Disease Using Ultrashort Echo Time MRI".

    abstract：RATIONALE AND OBJECTIVES:The purpose of this review is to acquaint the reader with recent advances in ultrashort echo time (UTE) magnetic resonance imaging (MRI) of the lung and its implications for pulmonary MRI when used in conjunction with functional MRI technique. MATERIALS AND METHODS:We provide an overview of re...

    journal_title：Academic radiology

    pub_type： 杂志文章,评审

    doi：10.1016/j.acra.2018.12.007

    authors： Torres L,Kammerman J,Hahn AD,Zha W,Nagle SK,Johnson K,Sandbo N,Meyer K,Schiebler M,Fain SB

    更新日期：2019-03-01 00:00:00

  • Teaching and Assessing Professionalism in Radiology: Resources and Scholarly Opportunities to Contribute to Required Expectations.

    abstract：:Teaching and assessing trainees' professionalism now represents an explicit expectation for Accreditation Council Graduate Medical Education-accredited radiology programs. Challenges to meeting this expectation include variability in defining the construct of professionalism; limits of traditional teaching and assessm...

    journal_title：Academic radiology

    pub_type： 杂志文章,评审

    doi：10.1016/j.acra.2018.01.008

    authors： Kelly AM,Mullan PB

    更新日期：2018-05-01 00:00:00

  • Effects of oral 5-fluorouracil drugs on hepatic fat content in patients with colon cancer.

    abstract：RATIONALE AND OBJECTIVES:The association between hepatic steatosis and oral 5-fluorouracil (5-FU) agents is clinically recognized but has not been systematically studied. The aim of this study was to determine the effects of 5-FU on hepatic fat content in patients undergoing oral 5-FU therapy and to compare the effects...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2005.02.010

    authors： Miyake K,Hayakawa K,Nishino M,Morimoto T,Mukaihara S

    更新日期：2005-06-01 00:00:00

  • Characterizing Breast Lesions Using Quantitative Parametric 3D Subharmonic Imaging: A Multicenter Study.

    abstract：RATIONALE AND OBJECTIVES:Breast cancer is the leading type of cancer among women. Visualization and characterization of breast lesions based on vascularity kinetics was evaluated using three-dimensional (3D) contrast-enhanced ultrasound imaging in a clinical study. MATERIALS AND METHODS:Breast lesions (n = 219) were i...

    journal_title：Academic radiology

    pub_type： 杂志文章,多中心研究

    doi：10.1016/j.acra.2019.10.029

    authors： Sridharan A,Eisenbrey JR,Stanczak M,Machado P,Merton DA,Wilkes A,Sevrukov A,Ojeda-Fournier H,Mattrey RF,Wallace K,Forsberg F

    更新日期：2020-08-01 00:00:00

  • Suspicious axillary lymph nodes identified on clinical breast MRI in patients newly diagnosed with breast cancer: can quantitative features improve discrimination of malignant from benign?

    abstract：RATIONALE AND OBJECTIVES:To determine whether quantitative dynamic contrast-enhanced (DCE) and diffusion-weighted (DW) magnetic resonance imaging (MRI) features can discriminate malignant from benign axillary lymph nodes (ALNs) identified as suspicious on clinical breast MRI in patients newly diagnosed with breast canc...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2014.10.010

    authors： Rahbar H,Conlin JL,Parsian S,DeMartini WB,Peacock S,Lehman CD,Partridge SC

    更新日期：2015-04-01 00:00:00

  • Subtraction CT angiography of the lower extremities: single volume subtraction versus multi-segmented volume subtraction.

    abstract：RATIONALE AND OBJECTIVES:To validate the hypothesis that a multisegmented approach during subtraction computed tomography (CT) angiography of the lower extremities can improve bone removal efficiency by suppressing regional motion. MATERIALS AND METHODS:The institutional review board of our hospital approved this retr...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2011.01.024

    authors： Lee IJ,Chung JW,Hong H,Yin YH,Kim S,Park EA,Lee W

    更新日期：2011-07-01 00:00:00

  • Gain in signal-to-noise for first-pass contrast-enhanced abdominal MR angiography at 3 Tesla over standard 1.5 Tesla: prediction with a computer model.

    abstract：RATIONALE AND OBJECTIVES:To estimate the gain in signal-to-noise ratio (SNR) in first-pass contrast-enhanced (CE) abdominal magnetic resonance angiography (MRA) at 3.0 T compared with 1.5 T. MATERIALS AND METHODS:Three protocols were simulated using six contrast agents: gadopentetate dimeglumine (Magnevist, Berlex, Wa...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2007.03.007

    authors： Merkle EM,Dale BM,Barboriak DP

    更新日期：2007-07-01 00:00:00

  • Magnetic field strength increase yields significantly greater contrast-to-noise ratio increase: Measured using BOLD contrast in the primary visual area.

    abstract：RATIONALE AND OBJECTIVE:The advantage of a higher static magnetic field for functional MRI has been advocated; however, the observed advantage varies. The aim of this study was to evaluate the effect of increasing static magnetic field strength on the task-related increase in blood oxygenation level-dependent (BOLD) si...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2004.11.012

    authors： Okada T,Yamada H,Ito H,Yonekura Y,Sadato N

    更新日期：2005-02-01 00:00:00

  • Computed radiography X-ray exposure trends.

    abstract：RATIONALE AND OBJECTIVES:Computed radiography provides correct optical density on film, independent of the incident radiation exposure, but it can result in under- or overexposure of the imaging plate. In the current study, we evaluated the radiation exposure trends of computed radiography over a 2-year period for port...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/s1076-6332(96)80247-9

    authors： Seibert JA,Shelton DK,Moore EH

    更新日期：1996-04-01 00:00:00

  • Cardiac imaging training in radiology residency programs: a survey of radiology chief residents.

    abstract：RATIONALE AND OBJECTIVES:Comprehensive training in cardiac imaging during radiology residency is imperative if radiologists are to maintain a significant role in this rapidly growing field. In this study, radiology chief residents were surveyed to assess the current status of cardiac imaging training in radiology resid...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2010.02.002

    authors： Minocha J,Yaghmai V,Hammond N,Pyrros AT,Nikolaidis P

    更新日期：2010-06-01 00:00:00

  • Longitudinal follow-up comparison of educational interventions: multimedia textbook, traditional lecture, and printed textbook.

    abstract：RATIONALE AND OBJECTIVES:The goal of this prospective, interinstitutional study was to compare the long-term instructional effectiveness of a pediatric multimedia textbook (MMTB) to that of a standard lecture and a printed textbook. MATERIALS AND METHODS:A randomized cohort of 89 3rd-year medical students from two ins...

    journal_title：Academic radiology

    pub_type： 临床试验,杂志文章,随机对照试验

    doi：10.1016/s1076-6332(97)80074-8

    authors： D'Alessandro DM,Kreiter CD,Erkonen WE,Winter RJ,Knapp HR

    更新日期：1997-11-01 00:00:00

  • Automated assessment of renal cortical surface roughness from computerized tomography images and its association with age.

    abstract：RATIONALE AND OBJECTIVES:Nephrosclerosis occurs with aging and is characterized by increased kidney subcapsular surface irregularities at autopsy. Assessments of cortical roughness in vivo could provide an important measure of nephrosclerosis. The purpose of this study was to develop and validate an image-processing al...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2014.05.014

    authors： Duan X,Rule AD,Elsherbiny H,Vrtiska TJ,Avula RT,Alexander MP,Lerman LO,McCollough CH

    更新日期：2014-11-01 00:00:00

  • Teaching medical management and operations engineering for systems-based practice to radiology residents.

    abstract：RATIONALE AND OBJECTIVES:To better prepare radiology residents for providing care within the context of the larger health care system, this study evaluated the feasibility and impact of a curriculum to enhance radiology residents' understanding and ability to apply concepts from medical management and industrial and op...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2012.09.025

    authors： Brandon CJ,Mullan PB

    更新日期：2013-03-01 00:00:00

  • Assessment of respiration during video fluoroscopy of dysphagic patients.

    abstract：RATIONALE AND OBJECTIVES:The authors evaluated the coordination of swallowing and respiration in dysphagic patients. MATERIALS AND METHODS:Video fluoroscopy and respirometry were performed simultaneously during 98 swallows in 33 patients (18 women, 15 men) with a median age of 70 years (interquartile range, 52-78 year...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/s1076-6332(97)80237-1

    authors： Nilsson H,Ekberg O,Bülow M,Hindfelt B

    更新日期：1997-07-01 00:00:00

  • Normative analysis of pulmonary vein drainage patterns on multidetector CT with measurements of pulmonary vein ostial diameter and distance to first bifurcation.

    abstract：RATIONALE AND OBJECTIVES:To document the frequency of normal and anomalous drainage patterns of the pulmonary veins, and to establish normal values for pulmonary vein ostial diameters, and distance to first bifurcation using multidetector computed tomography, as pertinent to ablation procedures for atrial fibrillation....

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2006.11.004

    authors： Cronin P,Kelly AM,Desjardins B,Patel S,Gross BH,Kazerooni EA,Morady F,Oral H,Carlos RC

    更新日期：2007-02-01 00:00:00

  • Loss of anteroposterior intralobar attenuation gradient of the lung: Correlation with pulmonary function.

    abstract：RATIONALE AND OBJECTIVES:Since the initial description of an intralobar attenuation gradient by Webb et al, it has been suggested that departure from the intralobar attenuation gradient could indicate early lung diseases. However, its significance has not been determined in detail. We aimed to quantify the anteroposter...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2005.10.025

    authors： Nishino M,Roberts DH,Sitek A,Raptopoulos V,Boiselle PM,Hatabu H

    更新日期：2006-05-01 00:00:00

  • Monitoring breast cancer response to neoadjuvant systemic chemotherapy using parametric contrast-enhanced MRI: a pilot study.

    abstract：RATIONALE AND OBJECTIVES:Neoadjuvant systemic therapy (NST) is the standard treatment for locally advanced breast cancer and a common option for primary operable disease. It is important to develop standardized imaging techniques that can monitor and quantify response to NST enabling treatment tailored to each individu...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2007.02.005

    authors： Chou CP,Wu MT,Chang HT,Lo YS,Pan HB,Degani H,Furman-Haran E

    更新日期：2007-05-01 00:00:00

  • High-resolution MR imaging of the human eye 2005.

    abstract：RATIONALE AND OBJECTIVES:We studied preparatory strategies for high-resolution human eye in vivo imaging with commercially available magnets and coils. MATERIALS AND METHODS:We imaged normal volunteers on 1.5T systems by Philips, GE, and Siemens, using commercial approximately 9 cm temporomandibular joint receive coil...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2005.10.023

    authors： Bert RJ,Patz S,Ossiani M,Caruthers SD,Jara H,Krejza J,Freddo T

    更新日期：2006-03-01 00:00:00

  • Computer-assisted mammography feedback program (CAMFP) an electronic tool for continuing medical education.

    abstract：RATIONALE AND OBJECTIVES:Our goal was to develop and evaluate software to support a computer assisted mammography feedback program (CAMFP) to be used for continuing medical education (CME). MATERIALS AND METHODS:Thirty-five radiologists from our region signed consent to participate in an institutional review board-app...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2007.05.018

    authors： Urban N,Longton GM,Crowe AD,Drucker MJ,Lehman CD,Peacock S,Lowe KA,Zeliadt SB,Gaul MA

    更新日期：2007-09-01 00:00:00

  • Evaluation of analgesic effect of equimolar mixture of oxygen and nitrous oxide inhalation during percutaneous biopsy of focal liver lesions: a double-blind randomized study.

    abstract：RATIONALE AND OBJECTIVES:Percutaneous liver biopsy for tumors performed under local anesthesia is still a painful procedure. The aim of this study was to evaluate the patient's reaction and the analgesic efficacy and safety of an equimolar mixture of oxygen and nitrous oxide (EMONO) inhalation. MATERIALS AND METHODS:A...

    journal_title：Academic radiology

    pub_type： 杂志文章,随机对照试验

    doi：10.1016/j.acra.2011.01.025

    authors： Meskine N,Vullierme MP,Zappa M,d'Assignies G,Sibert A,Vilgrain V

    更新日期：2011-07-01 00:00:00

  • Comparison of image acquisition and radiologist interpretation times in a diagnostic mammography center.

    abstract：RATIONALE AND OBJECTIVES:The purpose of this study was to determine the acquisition and interpretation times of screen-film mammography and soft-copy digital mammography in a diagnostic mammography center. MATERIALS AND METHODS:The study was conducted in three phases for patients presenting for clinical diagnostic wor...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2010.04.018

    authors： Kuzmiak CM,Cole E,Zeng D,Kim E,Koomen M,Lee Y,Pavic D,Pisano ED

    更新日期：2010-09-01 00:00:00

  • MR imaging of the temporomandibular joint: a validation experiment in vitro.

    abstract：RATIONALE AND OBJECTIVES:The authors compared magnetic resonance (MR) image quality obtained from 3- and 1-mm-thick sections in the depiction of the temporomandibular joint (TMJ) and its adjacent structures. MATERIALS AND METHODS:Eight TMJ specimens from four adult cadaver heads were depicted with MR imaging. Both 3- ...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/S1076-6332(99)80116-0

    authors： Cavalcanti MG,Lew D,Ishimaru T,Ruprecht A

    更新日期：1999-11-01 00:00:00

  • Endpoint localization in guide wire tracking during endovascular interventions.

    abstract：RATIONALE AND OBJECTIVES:A method is presented to track guide wires during endovascular interventions under X-ray fluoroscopy. Accurate guide wire tracking can be used to improve guide wire visualization in the low quality fluoroscopic images, and to estimate the position of the guide wire in world coordinates for navi...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/s1076-6332(03)00539-7

    authors： Baert SA,van Walsum T,Niessen WJ

    更新日期：2003-12-01 00:00:00

  • Evaluation of the quality of radiology requisitions for intensive care unit patients.

    abstract：RATIONALE AND OBJECTIVES:The study aim is to evaluate the quality of radiology requisitions for plain film radiographs on intensive care unit (ICU) patients. MATERIALS AND METHODS:Radiology requisitions for 58 patients in ICU units at our children's hospital and the corresponding original orders for the study, written...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2005.10.017

    authors： Cohen MD,Curtin S,Lee R

    更新日期：2006-02-01 00:00:00

  • Design considerations for using PET as a response measure in single site and multicenter clinical trials.

    abstract：RATIONALE AND OBJECTIVES:Positron emission tomography (PET) is used to evaluate response to therapy with increasing interest in having PET provide endpoints for clinical trials. Here we demonstrate impacts of PET measurement error and choice of quantification method on clinical trial design. MATERIALS AND METHODS:Samp...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2011.10.008

    authors： Doot RK,Kurland BF,Kinahan PE,Mankoff DA

    更新日期：2012-02-01 00:00:00

  • Dissecting Costs of CT Study: Application of TDABC (Time-driven Activity-based Costing) in a Tertiary Academic Center.

    abstract：RATIONALE AND OBJECTIVES:The lack of understanding of the real costs (not charge) of delivering healthcare services poses tremendous challenges in the containment of healthcare costs. In this study, we applied an established cost accounting method, the time-driven activity-based costing (TDABC), to assess the costs of ...

    journal_title：Academic radiology

    pub_type： 杂志文章

    doi：10.1016/j.acra.2016.11.001

    authors： Anzai Y,Heilbrun ME,Haas D,Boi L,Moshre K,Minoshima S,Kaplan R,Lee VS

    更新日期：2017-02-01 00:00:00