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
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
November 13, 2025 at 2:01 PM
Reposted by Radiology Gamuts
How screening mammography acquisition parameters influence the interpretive performance of AI models and radiologists https://doi.org/10.1148/ryai.250770 #AI #ML #MachineLearning
November 12, 2025 at 7:15 PM
How screening mammography acquisition parameters influence the interpretive performance of AI models and radiologists https://doi.org/10.1148/ryai.250770 #AI #ML #MachineLearning
November 13, 2025 at 8:01 AM
Reposted by Radiology Gamuts
Technical feasibility of implementing homomorphic encryption in #DL models for privacy-preserving CT image analysis of renal masses https://doi.org/10.1148/ryai.240798 #privacy #kidneys #MachineLearning
November 11, 2025 at 7:15 AM
Technical feasibility of implementing homomorphic encryption in #DL models for privacy-preserving CT image analysis of renal masses https://doi.org/10.1148/ryai.240798 #privacy #kidneys #MachineLearning
November 12, 2025 at 9:01 PM
Arachnodactyly - abnormal ossification - intellectual deficit: Imaging findings https://gamuts.net/x/34097 #radiology #RareDisease #FOAMed
November 12, 2025 at 2:01 PM
Arachnodactyly - abnormal ossification - intellectual deficit: Imaging findings https://gamuts.net/x/34097 #radiology #RareDisease #FOAMed
Reposted by Radiology Gamuts
Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #brain #MRI #ML
November 11, 2025 at 7:15 PM
Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #brain #MRI #ML
November 12, 2025 at 8:01 AM
Reposted by Radiology Gamuts
Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #DentateNucleus #DeepLearning #segmentation
November 10, 2025 at 7:15 PM
Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #DentateNucleus #DeepLearning #segmentation
What can cause liver lesion with T2 hypointense rim? https://gamuts.net/x/4814 #radiology #FOAMed #diagnosis
November 11, 2025 at 9:01 PM
What can cause liver lesion with T2 hypointense rim? https://gamuts.net/x/4814 #radiology #FOAMed #diagnosis
Recent articles on #AI in radiology:
* Dynamic cone beam CT reconstruction via spatiotemporal Gaussian neural representation https://pubmed.gov/41188011
* Lightweight deep training network for lymph nodes segmentation from head and neck CT images https://pubmed.gov/41185440
* Dynamic cone beam CT reconstruction via spatiotemporal Gaussian neural representation https://pubmed.gov/41188011
* Lightweight deep training network for lymph nodes segmentation from head and neck CT images https://pubmed.gov/41185440
November 11, 2025 at 5:01 PM
Recent articles on #AI in radiology:
* Dynamic cone beam CT reconstruction via spatiotemporal Gaussian neural representation https://pubmed.gov/41188011
* Lightweight deep training network for lymph nodes segmentation from head and neck CT images https://pubmed.gov/41185440
* Dynamic cone beam CT reconstruction via spatiotemporal Gaussian neural representation https://pubmed.gov/41188011
* Lightweight deep training network for lymph nodes segmentation from head and neck CT images https://pubmed.gov/41185440
November 11, 2025 at 2:01 PM
Reposted by Radiology Gamuts
With this new blogging platform, we look forward to creating a lively forum for exchange of ideas https://radiologyai.substack.com/p/the-vasty-deep-we-begin-anew @cekahn.bsky.social @rsnasky.bsky.social #blog #blogging #MachineLearning
November 9, 2025 at 11:15 PM
With this new blogging platform, we look forward to creating a lively forum for exchange of ideas https://radiologyai.substack.com/p/the-vasty-deep-we-begin-anew @cekahn.bsky.social @rsnasky.bsky.social #blog #blogging #MachineLearning
What can cause vascular indentation on ureter or renal pelvis? https://gamuts.net/x/17156 #radiology #FOAMed #diagnosis
November 11, 2025 at 8:01 AM
What can cause vascular indentation on ureter or renal pelvis? https://gamuts.net/x/17156 #radiology #FOAMed #diagnosis