Radiology Gamuts

#RareDisease: Weismann-Netter syndrome https://gamuts.net/x/10330 #radiology #FOAMed #FOAMrad

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MRSegmentator accurately segments 40 anatomic structures on MRI and generalized to CT https://doi.org/10.1148/ryai.240477 @kbressem.bsky.social #CT #radiology #AI

Duodenal narrowing or obstruction: Differential diagnosis https://gamuts.net/x/594 #radiology #FOAMRad

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Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #MLLM #VLM #cyberattack

What causes large bladder? https://gamuts.net/x/22579 #FOAMed #Gamuts

Woolly hair - hypotrichosis - everted lower lip - outstanding ears https://gamuts.net/x/34181 #RareDisease #MedEd #FOAMrad

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In-depth analysis of the latest advancements in federated learning, privacy preservation & uncertainty quantification in medical imaging https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #FederatedLearning #privacy #DeepLearning

What can cause delta phalanx? https://gamuts.net/x/25635 #radiology #FOAMed #diagnosis

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Retrieval-augmented generation (#RAG) integrates task-specific expert knowledge into #LLM queries https://doi.org/10.1148/ryai.240790 @uni-freiburg.de #LargeLanguageModel #ML #MachineLearning

Imaging diagnosis: Wormian bones https://gamuts.net/x/25593 #FOAMRad

Familial hypomagnesemia - hypercalciuria - nephrocalcinosis https://gamuts.net/x/25453 #RareDisease #MedEd #FOAMrad

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As AI in radiology transitions to #foundation models, dependence on expert annotations to prepare “AI-ready” datasets continues to evolve https://doi.org/10.1148/ryai.240631 @monganmd.bsky.social #LLM #radiology #MachineLearning

How many causes of "increased intracranial vessel size" do you know? https://gamuts.net/x/7680 #radiology #Gamuts

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The Checklist for AI in Medical Imaging addresses #AI applications that include classification, segmentation, and reconstruction of medical images

https://pubs.rsna.org/page/ai/claim #ML #DeepLearning #Radiomics

Imaging diagnosis: Extraocular muscle enlargement https://gamuts.net/x/18581 #FOAMRad

Proteus syndrome https://gamuts.net/x/29042 #RareDisease #MedEd #FOAMrad

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Short history & review of annotation & labeling of medical images https://doi.org/10.1148/ryai.240631 @monganmd.bsky.social #LLM #DeepLearning #AI

Congenital short limbs: #Radiology diagnosis https://gamuts.net/x/10289 #FOAMed #DDx

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#FederatedLearning models for #MRI #prostate segmentation and #cancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #ProstateCancer #MachineLearning #ML

Slipped capital femoral epiphysis: #Radiology diagnosis https://gamuts.net/x/25653 #FOAMed #DDx

Mitochondrial myopathy - lactic acidosis - deafness: #Radiology findings https://gamuts.net/x/34507 #RareDisease #FOAMrad #Gamuts

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#Segmentation model with image & feature domain randomization provided automatic abdominal organ segmentation on CTs and MRIs with high accuracy & generalization https://doi.org/10.1148/ryai.240586 #abdomen #ML #MachineLearning

Imaging diagnosis: Pharyngeal neoplasm https://gamuts.net/x/8518 #FOAMRad

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Structural MRI-based Computer-aided Diagnosis Models for Alzheimer Disease: Insights into Misclassifications and Diagnostic Limitations https://doi.org/10.1148/ryai.240508 #ALZ #MRI #neurology

Conjunctivitis https://gamuts.net/x/25539 #radiology #FOAMRad #Gamuts

Fetal valproate syndrome: #Radiology findings https://gamuts.net/x/8631 #RareDisease #FOAMrad #Gamuts

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AIM-NT offers high accuracy to identify & measure nuchal thickness https://doi.org/10.1148/ryai.240498 #PedsRad #FetalImaging #ML

What can cause generalized pulmonary arterial hypovascularity? https://gamuts.net/x/13998 #radiology #FOAMed #diagnosis

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#ThrowbackThursday – @Radiology_AI editor @cekahn celebrates the important contributions represented by the journal's Data Resources articles (Nov 2023) https://doi.org/10.1148/ryai.230418 #AI #DeepLearning #Radiomics

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Introducing Dr. John Mayfield https://pubs.rsna.org/page/ai/blog/introducing-dr-mayfield @doctormayfield.bsky.social @rsnasky.bsky.social ‪@harvardmed.bsky.social‬ #radiology #ArtificialIntelligence #ML