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Researchers examine growth of nonphysician practitioners in radiology

doctors.jpg

A new paper in the Journal of the American College of Radiology digs into the emergence of physician assistants and nurse practitioners in radiology and how it has impacted clinical and procedural volumes and imaging interpretation.

  • Read more about Researchers examine growth of nonphysician practitioners in radiology

Clinical evidence is limited in many AI product promotions, analysis shows

Computer Doctor

To promote the legitimacy of their products, companies most often tout their partnerships with medical and academic institutions, in addition to their applications’ legal approvals.

  • Read more about Clinical evidence is limited in many AI product promotions, analysis shows

VIDEO: How hospital IT teams should manage implementation of AI algorithms

Julius Bogdan, vice president and general manager of the Healthcare Information and Management Systems Society (HIMSS) Digital Health Advisory Team for North America, explains considerations for healthcare system information technology (IT) management teams on the implementation of artificial intelligence (AI). He also discusses ideally how AI should be integrated into medical IT systems, and some of the issues AI presents in the complex environment of real-world patient care." #AI #HIMSS

Julius Bogdan, vice president and general manager of the HIMSS Digital Health Advisory Team for North America, explains considerations for healthcare IT teams on the implementation of artificial intelligence (AI).

  • Read more about VIDEO: How hospital IT teams should manage implementation of AI algorithms

Concerns raised over how hospitals can validate radiology AI algorithms

As artificial intelligence (AI) adoption expands in radiology, there is growing concern that AI algorithms needs to undergo quality assurance (QA) reviews. How to validate radiology AI? How can you validate medical imaging AI?

As artificial intelligence (AI) adoption expands in radiology, there is growing concern that AI algorithms need to undergo quality assurance (QA) reviews.

  • Read more about Concerns raised over how hospitals can validate radiology AI algorithms

MRI a useful tool for avoiding invasive procedures for suspected idiopathic intracranial hypertension

idiopathic intracranial hypertension
Image courtesy of the European Journal of Radiology.

The experts maintained that these MRI parameters support the diagnosis of IIH in clinically suspicious cases and could help reduce the use of invasive procedures when aligned with symptoms.

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VIDEO: Validation monitoring for radiology AI to ensure accuracy

Bibb Allen, MD, FACR, chief medical officer of the American College of Radiology (ACR) Data Science Institute, and former ACR president, explains how hospitals or radiology departments can conduct quality assurance (QA) assessments on artificial intelligence (AI) algorithms they adopt to ensure they are accurate. The ACR established the Assess-AI Registry and AI-Lab to help with validating and tracking AI QA for FDA-cleared algorithms.

Bibb Allen, MD, FACR, Chief Medical Officer of the American College of Radiology (ACR) Data Science Institute, and former ACR president, explains how hospitals or radiology departments can conduct quality assurance assessments on artificial intelligence algorithms they adopt to ensure they are accurate. 

  • Read more about VIDEO: Validation monitoring for radiology AI to ensure accuracy

Machine learning model uses MRI data to identify candidates for liver transplant

When applied to MRI and clinical features, different machine learning models were recently shown to reliably predict post-treatment recurrences of hepatocellular carcinoma. 

  • Read more about Machine learning model uses MRI data to identify candidates for liver transplant

COVID's impact on breast radiology trainees represents a 'critical workforce issue'

Student

The authors of the new study noted that, even before the pandemic, consultant breast radiologists were among the most in-demand specialists. The loss of interest in it as a specialty due to COVID will inevitably pose further challenges for recruitment.

  • Read more about COVID's impact on breast radiology trainees represents a 'critical workforce issue'

Deep learning system outperforms rads in brain tumor identification and classification

brain mri

The new findings findings represent “a step toward improved tumor diagnoses," according to authors of a new study published in JAMA.

  • Read more about Deep learning system outperforms rads in brain tumor identification and classification

Same-day results could increase breast cancer screening compliance, study shows

older female patient and doctor

Many women who receive their mammogram results on the same day as their exam report feeling better about their overall experience. 

  • Read more about Same-day results could increase breast cancer screening compliance, study shows

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