#RareDisease: Aphonia - deafness - retinal dystrophy - bifid halluces - intellectual deficit https://gamuts.net/x/34040 #radiology #FOAMed #FOAMrad

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Development of an Integrated Deep Learning Approach for Detecting Fetal Brain Abnormalities in Routine Second Trimester Ultrasound Scan: A Multicenter Study https://doi.org/10.1148/ryai.250737 #ISBI2026 #imaging #AI #radiology

What can cause neurocutaneous syndrome? https://gamuts.net/x/25510 #radiology #FOAMed #diagnosis

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#ThrowbackThursday – Style Transfer–assisted #DeepLearning Method for Kidney Segmentation on Multiphase MRI Scans (Oct 2023) https://doi.org/10.1148/ryai.230043 #ML #Radiomics #ArtificialIntelligence

Can you name the causes of laryngeal anomaly? https://gamuts.net/x/22609 #radiology #diagnosis

#RareDisease: Osteoporosis - pseudoglioma https://gamuts.net/x/10806 #radiology #FOAMed #FOAMrad

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New from The Vasty Deep: Cybersecurity in the Era of Radiology AI radiologyai.substack.com/p/cybersecurity-the-sile... #ISBI2026 #imaging #AI #radiology

Imaging diagnosis: Hypospadias or ambiguous external genitalia https://gamuts.net/x/17756 #FOAMRad

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Routine fetal second-trimester US images and new end-to-end deep learning pipeline allow for brain anomaly detection https://doi.org/10.1148/ryai.250737 #ISBI2026 #imaging #AI #radiology

Can you name the causes of lower abdominal calcification? https://gamuts.net/x/17580 #radiology #diagnosis

Recent articles on #AI in radiology:

* Pushing the limits of spatial resolution in clinical PCD-CT using a dedicated high-resolution convolutional neural network (HR-CNN) https://pubmed.gov/41904700

* Semi-Supervised Vertebra Segmentation and Identification in CT Images https://pubmed.gov/41893829

Microcornea - corectopia - macular hypoplasia: Imaging findings https://gamuts.net/x/34480 #radiology #RareDisease #FOAMed

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USDist: a US dual-distillation model for automated breast cancer diagnosis deployed on a portable US device https://doi.org/10.1148/ryai.250600 #ISBI2026 #imaging #AI #radiology

Coxa valga: Differential diagnosis https://gamuts.net/x/12441 #radiology #FOAMRad

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Development of a Deep Learning Algorithm for Posterior Fossa Abnormality Recognition on First-Trimester US Screening Scans: AIRFRAME Study Part 1 https://doi.org/10.1148/ryai.250394 @fprefumo.bsky.social #ISBI2026 #imaging #AI #radiology

What can cause pubic bone nonossification? https://gamuts.net/x/31015 #radiology #FOAMed #diagnosis

Extrasystoles - short stature - hyperpigmentation - microcephaly: Imaging findings https://gamuts.net/x/34286 #radiology #RareDisease #FOAMed

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A retrospective study of 127,114 patients establishes reference charts for CT-derived, whole-body anatomic volumes https://doi.org/10.1148/ryai.250506 #AbdRad #heart #lungs

Shaggy lung nodule: #Radiology diagnosis https://gamuts.net/x/14690 #FOAMed #DDx

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A model that uses longitudinal DCE-MRI data improves pCR prediction in HER2-negative breast cancer https://doi.org/10.1148/ryai.250734 #cancer #ML #MachineLearning

Congenital tracheal stenosis x https://gamuts.net/x/22613 #radiology #FOAMRad #Gamuts

Biemond syndrome type 2 https://gamuts.net/x/26289 #RareDisease #MedEd #FOAMrad

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Sanaz Vahdati, MD discusses the cybersecurity risks associated with AI use in radiology radiologyai.substack.com/p/cybersecurity-the-sile... #blogging #ML #MachineLearning

Interstitial lung fibrosis: What's the diagnosis? https://gamuts.net/x/14491 #FOAMed #radiology #Gamuts

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Experimenting with regulations: The role of regulatory sandboxes in governing AI for radiology radiologyai.substack.com/p/experimenting-with-reg... #FDA #AIRegulation #EU

Separation of cranial sutures in a child: #Radiology diagnosis https://gamuts.net/x/6738 #FOAMed #DDx

Microcephaly - lymphedema - chorioretinopathy: Imaging findings https://gamuts.net/x/34477 #radiology #RareDisease #FOAMed

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Deep Learning–based determination of age from chest X-rays predicts all-cause and cause-specific mortality https://doi.org/10.1148/ryai.250609 #Ageing #ML #MachineLearning

Vertebral coronal cleft: Differential diagnosis https://gamuts.net/x/25712 #radiology #FOAMRad

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Explore the journal's collection of Data Resources articles https://pubs.rsna.org/page/ai/data_resources #AI #DeepLearning #Radiomics