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News You Need to Know Today
July's Most Popular Stories: ChatGPT | Deep learning algorithms | Stress among radiologists
Thursday, August 3, 2023
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Today's News and Trends

ImpressionGPT, a ChatGPT-based framework, can accurately summarize radiology reports

The program leverages the in-context learning abilities of large language models to generate report summaries using domain-specific, individualized data relative to radiology.

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radiology reporting EHR health record CDS AUC
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ImpressionGPT, a ChatGPT-based framework, can accurately summarize radiology reports

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radiology reporting EHR health record CDS AUC
The program leverages the in-context learning abilities of large language models to generate report summaries using domain-specific, individualized data relative to radiology.
READ MORE >

ChatGPT excels at radiology referrals in emergency departments

With proper training, large language models could help address inappropriate imaging referrals, which are common in EDs, experts write in the Journal of the American College of Radiology.

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hospital emergency room
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ChatGPT excels at radiology referrals in emergency departments

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hospital emergency room
With proper training, large language models could help address inappropriate imaging referrals, which are common in EDs, experts write in the Journal of the American College of Radiology.
READ MORE >

Lumbar MRI exam duration cut in half using deep learning-based reconstruction algorithm

And the improved scan times did not come at the expense of image quality but, instead, offered improved signal-to-noise ratio, according to a new study in Skeletal Radiology.

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Lumbar MRI exam duration cut in half using deep learning-based reconstruction algorithm

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And the improved scan times did not come at the expense of image quality but, instead, offered improved signal-to-noise ratio, according to a new study in Skeletal Radiology.
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Big Tech player dives deep into medical imaging with ‘purpose-built’ service

The world’s most popular supplier of cloud services has become a dedicated radiology vendor.

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Cloud imaging
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Big Tech player dives deep into medical imaging with ‘purpose-built’ service

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Cloud imaging
The world’s most popular supplier of cloud services has become a dedicated radiology vendor.
READ MORE >

Some radiologists' stress lowered during COVID, but it was short lived

Breast radiologists are known to have higher rates of burnout in comparison to many of their peers, but the beginning of the pandemic brought this group something not often encountered within the specialty—downtime. 

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mammogram ORNL Oak Ridge National Laboratory eye-tracking
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Some radiologists' stress lowered during COVID, but it was short lived

Share on Twitter Share on Facebook Share on Linkedin
mammogram ORNL Oak Ridge National Laboratory eye-tracking
Breast radiologists are known to have higher rates of burnout in comparison to many of their peers, but the beginning of the pandemic brought this group something not often encountered within the specialty—downtime. 
READ MORE >

Self-directed triage 'phone trees' can significantly reduce disruptions in radiology workflows

Automated phone trees are a cost-effective means of reducing unnecessary interruptions and can be implemented “in an easily accessible manner,” according to experts at University Hospitals Cleveland Medical Center.

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Landline Phone
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Self-directed triage 'phone trees' can significantly reduce disruptions in radiology workflows

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Landline Phone
Automated phone trees are a cost-effective means of reducing unnecessary interruptions and can be implemented “in an easily accessible manner,” according to experts at University Hospitals Cleveland Medical Center.
READ MORE >

Deep learning detects precancerous changes on mammograms

What’s more, the model proved beneficial in a large, diverse cohort that included women with benign breast disease and BRCA mutations.

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probably benign abnormalities on mammogram
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Deep learning detects precancerous changes on mammograms

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probably benign abnormalities on mammogram
What’s more, the model proved beneficial in a large, diverse cohort that included women with benign breast disease and BRCA mutations.
READ MORE >

Preop prostate MRI findings predict cancer recurrence at rates similar to pathology, analysis shows

Given the similarities in accuracy between pathology results and preoperative imaging, MRI could have a greater role in risk assessments in the future, experts suggested in AJR.

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An international panel of experts recently developed and validated a reporting assessment scoring system that analyzes the location and extent of prostate cancer recurrence. 
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Preop prostate MRI findings predict cancer recurrence at rates similar to pathology, analysis shows

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An international panel of experts recently developed and validated a reporting assessment scoring system that analyzes the location and extent of prostate cancer recurrence. 
Given the similarities in accuracy between pathology results and preoperative imaging, MRI could have a greater role in risk assessments in the future, experts suggested in AJR.
READ MORE >

Evidence supporting use of radiomics is 'insufficient' and 'weak,' according to new meta-analysis

Although the predictive power of radiomics has been touted as a tool that could improve patient outcomes, the method has a long way to go before it can be reliably introduced into real-world clinical environments.

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#CTA #acuteischemicstroke #AIS #radiomics
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Evidence supporting use of radiomics is 'insufficient' and 'weak,' according to new meta-analysis

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#CTA #acuteischemicstroke #AIS #radiomics
Although the predictive power of radiomics has been touted as a tool that could improve patient outcomes, the method has a long way to go before it can be reliably introduced into real-world clinical environments.
READ MORE >

New discovery paves the way for copper's entrance into MRI contrast agents

The new discovery contradicts the notion that copper is not suitable for use in contrast media.

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copper-1081825_960_720.jpg
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New discovery paves the way for copper's entrance into MRI contrast agents

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copper-1081825_960_720.jpg
The new discovery contradicts the notion that copper is not suitable for use in contrast media.
READ MORE >

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