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Deep learning combines breast imaging data to predict cancer prognosis

AuntMinnie

A team led by Junqi Han, MD, from the Affiliated Hospital of Qingdao University in China found that its model combining data from mammography images, ultrasound images, and other characteristics performed well in predicting disease-free survival of breast cancer. They collected imaging data to establish deep-learning models using ResNet50.

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WBCT Indication Series: End Stage Ankle Arthritis

CurveBeam AI

Radiographs demonstrated tibiotalar arthritis as well as adjacent-joint arthritis. Postoperative Assessment 52 yo with post-traumatic degenerative joint disease of the ankle. His clinical interests include ankle arthritis, neuropathic disease, forefoot reconstruction, and deformity. (1) Epub 2018 Oct 8. Foot Ankle Int.

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WBCT Indications Series: Midfoot Arthritis

CurveBeam AI

The most common etiology is posttraumatic degeneration, but primary degeneration and inflammatory diseases can also result in osteoarthritis of the midfoot joints.​ However, the severity of deformity and involved joints were difficult to determine on plain radiographs alone. Epub 2018 Oct 8. PMID: 32851880.​ (2) Foot Ankle Int.

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Meet the Minnies 2024 finalists

AuntMinnie

His research interests include using structural and functional MRI -- particularly ultrahigh-field, 7-tesla MRI -- to map brain microstructure and develop neurosurgical treatment of brain tumors, epilepsy, and neurodegenerative and movement disorders such as Parkinson's disease, essential tremor, and dystonia.

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REBEL Cast Ep123: Reduced-Dose Systemic Peripheral Alteplase in Massive PE?

REBEL EM

JACC Cardiovasc Interv 2018. in the paper but 2.7% to ≈0.99 (p<0.001) Mean MPI/Tei Index≈ 0.47 selection bias) Unclear therapies prior to lytics (i.e. A Randomized Trial of the Optimum Duration of Acoustic Pulse Thrombolysis Procedure in Acute Intermediate-Reisk Pulmonary Embolism: The OPTALYSE PE Trial. PMID: 30025734 Sharifi M et al.

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Generative AI, radiologist shortages feature in 2024 Minnies

AuntMinnie

Middlebrooks' research interest consists of using ultrahigh-field, 7-tesla MRI to plot brain microstructure and develop surgical treatment of brain tumors, epilepsy, and neurodegenerative and movement disorders such as Parkinson's disease, essential tremor, and dystonia. In 2018, Fishman received an endowed professorship from Johns Hopkins.

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Minnies winners for 2023 highlight AI, innovation in radiology

AuntMinnie

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. The technology figured prominently in five Minnies categories, including Hottest Clinical Procedure.

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