Radiology Gamuts
@gamuts.net
The Radiology Gamuts Ontology supports medical diagnosis with knowledge of more than 16,000 conditions and imaging findings
https://gamuts.net
#radiology #diagnosis #medsky
https://gamuts.net
#radiology #diagnosis #medsky
Reposted by Radiology Gamuts
Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #DeepLearning #muscle #segmentation
November 17, 2025 at 3:15 PM
Multicenter Validation of Automated Segmentation and Composition Analysis of Lumbar Paraspinal Muscles Using Multisequence MRI https://doi.org/10.1148/ryai.240833 @griffith.edu.au #DeepLearning #muscle #segmentation
How many of the causes of "perforated hollow viscus in an infant" do you know? https://gamuts.net/x/4718 #radiology #Gamuts #DDx
November 18, 2025 at 9:01 PM
How many of the causes of "perforated hollow viscus in an infant" do you know? https://gamuts.net/x/4718 #radiology #Gamuts #DDx
#RareDisease: Isolated anophthalmia - microphthalmia https://gamuts.net/x/34486 #radiology #FOAMed #FOAMrad
November 18, 2025 at 2:01 PM
#RareDisease: Isolated anophthalmia - microphthalmia https://gamuts.net/x/34486 #radiology #FOAMed #FOAMrad
November 18, 2025 at 8:01 AM
Reposted by Radiology Gamuts
Rigor vs. transparency in @US_FDA marketing authorization of AI-enabled #MedicalDevices https://doi.org/10.1148/ryai.250369 @danafarber.bsky.social @fda.gov #AMIA2025 #AMIA25 #informatics #AI
November 17, 2025 at 3:15 AM
Rigor vs. transparency in @US_FDA marketing authorization of AI-enabled #MedicalDevices https://doi.org/10.1148/ryai.250369 @danafarber.bsky.social @fda.gov #AMIA2025 #AMIA25 #informatics #AI
Imaging diagnosis: Functional pharyngeal disorder https://gamuts.net/x/8507 #FOAMRad
November 17, 2025 at 9:01 PM
Imaging diagnosis: Functional pharyngeal disorder https://gamuts.net/x/8507 #FOAMRad
Hyperparathyroidism - jaw tumor syndrome: #Radiology findings https://gamuts.net/x/29500 #RareDisease #FOAMrad #Gamuts
November 17, 2025 at 2:01 PM
Hyperparathyroidism - jaw tumor syndrome: #Radiology findings https://gamuts.net/x/29500 #RareDisease #FOAMrad #Gamuts
Reposted by Radiology Gamuts
Lessons from prompt injection attacks: protecting the peer review process https://radiologyai.substack.com/p/ai-manipulation-of-the-peer-review #AI #ML #MachineLearning
November 16, 2025 at 7:15 AM
Lessons from prompt injection attacks: protecting the peer review process https://radiologyai.substack.com/p/ai-manipulation-of-the-peer-review #AI #ML #MachineLearning
November 17, 2025 at 8:01 AM
Reposted by Radiology Gamuts
CLAIM: the Checklist for AI in Medical Imaging
#guideline #checklist https://rsna.org/claim #AI #ML #ArtificialIntelligence
#guideline #checklist https://rsna.org/claim #AI #ML #ArtificialIntelligence
November 16, 2025 at 2:16 PM
CLAIM: the Checklist for AI in Medical Imaging
#guideline #checklist https://rsna.org/claim #AI #ML #ArtificialIntelligence
#guideline #checklist https://rsna.org/claim #AI #ML #ArtificialIntelligence
November 16, 2025 at 9:01 PM
November 16, 2025 at 2:01 PM
Reposted by Radiology Gamuts
Check out today's #FreeFriday @radiology-ai.bsky.social article from #PubMedCentral!
Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level Labels
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11605431 #AI #ML #MachineLearning
Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level Labels
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11605431 #AI #ML #MachineLearning
November 14, 2025 at 2:16 PM
Check out today's #FreeFriday @radiology-ai.bsky.social article from #PubMedCentral!
Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level Labels
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11605431 #AI #ML #MachineLearning
Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Study-level Labels
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11605431 #AI #ML #MachineLearning
Imaging diagnosis: Bilateral flat diaphragm https://gamuts.net/x/20321 #FOAMRad
November 16, 2025 at 8:01 AM
Imaging diagnosis: Bilateral flat diaphragm https://gamuts.net/x/20321 #FOAMRad
Reposted by Radiology Gamuts
5-year breast cancer incidence is highest when radiologists and AI agree on positive screening mammography findings https://doi.org/10.1148/ryai.240804 #mammo #MachineLearning #ML
November 14, 2025 at 11:15 AM
5-year breast cancer incidence is highest when radiologists and AI agree on positive screening mammography findings https://doi.org/10.1148/ryai.240804 #mammo #MachineLearning #ML
Imaging diagnosis: Small kidney https://gamuts.net/x/22592 #FOAMRad
November 15, 2025 at 9:01 PM
Imaging diagnosis: Small kidney https://gamuts.net/x/22592 #FOAMRad
November 15, 2025 at 2:01 PM
Reposted by Radiology Gamuts
How does training data volume affect performance of #DeepLearning model for #LungCancer? https://doi.org/10.1148/ryai.240636 #ChestRad #cancer #MachineLearning
November 14, 2025 at 3:15 PM
How does training data volume affect performance of #DeepLearning model for #LungCancer? https://doi.org/10.1148/ryai.240636 #ChestRad #cancer #MachineLearning
Can you name the causes of arthritis with soft-tissue nodules? https://gamuts.net/x/12858 #radiology #diagnosis
November 15, 2025 at 8:01 AM
Can you name the causes of arthritis with soft-tissue nodules? https://gamuts.net/x/12858 #radiology #diagnosis
November 14, 2025 at 9:01 PM
Nasopharyngeal carcinoma: Imaging findings https://gamuts.net/x/31687 #radiology #RareDisease #FOAMed
November 14, 2025 at 2:01 PM
Nasopharyngeal carcinoma: Imaging findings https://gamuts.net/x/31687 #radiology #RareDisease #FOAMed
Reposted by Radiology Gamuts
Deep Learning Analysis of Dynamic Contrast-enhanced US Images for Adnexal Lesion Classification https://doi.org/10.1148/ryai.240786 #cancer #ML #MachineLearning
November 13, 2025 at 3:15 PM
Deep Learning Analysis of Dynamic Contrast-enhanced US Images for Adnexal Lesion Classification https://doi.org/10.1148/ryai.240786 #cancer #ML #MachineLearning
Can you name the causes of lack of filling of intracranial vessels? https://gamuts.net/x/7669 #radiology #diagnosis
November 14, 2025 at 8:01 AM
Can you name the causes of lack of filling of intracranial vessels? https://gamuts.net/x/7669 #radiology #diagnosis
Reposted by Radiology Gamuts
Distinguishing between Rigor and Transparency in FDA Marketing Authorization of AI-enabled Medical Devices https://doi.org/10.1148/ryai.250369 @danafarber.bsky.social @fda.gov #AI #FDA #AIRegulation
November 13, 2025 at 3:15 AM
Distinguishing between Rigor and Transparency in FDA Marketing Authorization of AI-enabled Medical Devices https://doi.org/10.1148/ryai.250369 @danafarber.bsky.social @fda.gov #AI #FDA #AIRegulation
Increased renal artery diastolic flow: Differential diagnosis https://gamuts.net/x/17031 #radiology #FOAMRad
November 13, 2025 at 9:01 PM
Increased renal artery diastolic flow: Differential diagnosis https://gamuts.net/x/17031 #radiology #FOAMRad