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Deep learning combines breast imaging data to predict cancer prognosis

AuntMinnie

Deep-learning models could have potential as predictive tools for breast cancer prognosis, a study published January 17 in Clinical Breast Cancer has found. The researchers included data from 1,242 patients recruited between 2013 and 2018 and divided them into training (n = 1,014) and testing groups (n = 228).

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Low risk of oropharynx cancer on PET/CT, surgeons advise

AuntMinnie

Radiologists can help reduce unnecessary follow-up work in patients with suspected oropharynx cancer by analyzing certain metrics on PET/CT scans, according to a team of head and neck surgeons at the Mayo Clinic in Rochester, MN.

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Meet the Minnies 2024 finalists

AuntMinnie

Most Influential Radiology Researcher Erik Middlebrooks, MD, Mayo Clinic, Jacksonville, FL Erik Middlebrooks, MD. One of this year's nominations for Most Influential Radiology Researcher is Erik Middlebrooks, MD, of the Mayo Clinic in Jacksonville, FL. In 2018 he received an endowed professorship from the university.

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WBCT Indication Series: End Stage Ankle Arthritis

CurveBeam AI

Radiographs demonstrated tibiotalar arthritis as well as adjacent-joint arthritis. His clinical interests include ankle arthritis, neuropathic disease, forefoot reconstruction, and deformity. (1) Characteristics of medial gutter arthritis on weightbearing CT and plain radiograph. Epub 2018 Oct 8. Foot Ankle Int.

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Minnies winners for 2023 highlight AI, innovation in radiology

AuntMinnie

The technology figured prominently in five Minnies categories, including Hottest Clinical Procedure. And for the first time since 2018, physician burnout did not win the Minnies award for Biggest Threat to Radiology. Notably, AI was even more prevalent this year among the Minnies winners than in the past.

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WBCT Indications Series: Midfoot Arthritis

CurveBeam AI

Diagnosis An accurate diagnosis and grading of the severity of osteoarthritic joints in the midfoot have been shown to be clinically relevant in treating the pathology early in its course and avoiding late-stage invasive procedures such as arthrodesis 3.​ Epub 2018 Oct 8. Images demonstrated severe degeneration of the midfoot joints.

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Generative AI, radiologist shortages feature in 2024 Minnies

AuntMinnie

Middlebrooks, MD, Mayo Clinic, Jacksonville, FL Erik H. Middlebrooks, MD, of the Mayo Clinic in Jacksonville, FL. Given the extensive array of sequences and techniques employed in clinical imaging, we must address the inherent challenges associated with each," he noted. I'm a radiographer,' " Stewart recalled.