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
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
Reposted by Radiology Gamuts
Dentate nucleus segmentation tool using #DeepLearning applied to brain MRI-based quantitative susceptibility mapping images https://doi.org/10.1148/ryai.240478 #DentateNucleus #AI #ML
November 9, 2025 at 11:15 AM
Dentate nucleus segmentation tool using #DeepLearning applied to brain MRI-based quantitative susceptibility mapping images https://doi.org/10.1148/ryai.240478 #DentateNucleus #AI #ML
Recent articles on #AI in radiology:
* Treatment decision support for esophageal cancer based on PET/CT data using deep learning https://pubmed.gov/41199255
* The impact of neck tilt on the accuracy of deep learning generated contours for CT images of the head and neck https://pubmed.gov/41183859
* Treatment decision support for esophageal cancer based on PET/CT data using deep learning https://pubmed.gov/41199255
* The impact of neck tilt on the accuracy of deep learning generated contours for CT images of the head and neck https://pubmed.gov/41183859
November 10, 2025 at 5:01 PM
Recent articles on #AI in radiology:
* Treatment decision support for esophageal cancer based on PET/CT data using deep learning https://pubmed.gov/41199255
* The impact of neck tilt on the accuracy of deep learning generated contours for CT images of the head and neck https://pubmed.gov/41183859
* Treatment decision support for esophageal cancer based on PET/CT data using deep learning https://pubmed.gov/41199255
* The impact of neck tilt on the accuracy of deep learning generated contours for CT images of the head and neck https://pubmed.gov/41183859
November 10, 2025 at 2:01 PM
Reposted by Radiology Gamuts
OCNet, a new #DeepLearning tool, outperforms O-RADS and the ADNEX model in adnexal lesion classification https://doi.org/10.1148/ryai.240786 #ultrasound #ML #MachineLearning
November 10, 2025 at 3:15 AM
OCNet, a new #DeepLearning tool, outperforms O-RADS and the ADNEX model in adnexal lesion classification https://doi.org/10.1148/ryai.240786 #ultrasound #ML #MachineLearning
November 10, 2025 at 8:01 AM
Reposted by Radiology Gamuts
The recent move of this blog to Substack gives us a chance to begin anew https://radiologyai.substack.com/p/the-vasty-deep-we-begin-anew @cekahn.bsky.social @rsnasky.bsky.social #blog #blogging #ArtificialIntelligence
November 8, 2025 at 11:15 PM
The recent move of this blog to Substack gives us a chance to begin anew https://radiologyai.substack.com/p/the-vasty-deep-we-begin-anew @cekahn.bsky.social @rsnasky.bsky.social #blog #blogging #ArtificialIntelligence
November 9, 2025 at 9:01 PM
November 9, 2025 at 2:01 PM
Reposted by Radiology Gamuts
LIFT: An explainable AI tool that mimics radiologist workflow for classifying focal liver lesions on multiparametric MRI https://doi.org/10.1148/ryai.250806 #explainableAI #ML #MachineLearning
November 8, 2025 at 7:15 AM
LIFT: An explainable AI tool that mimics radiologist workflow for classifying focal liver lesions on multiparametric MRI https://doi.org/10.1148/ryai.250806 #explainableAI #ML #MachineLearning
How many causes of "congenital macrocephaly" do you know? https://gamuts.net/x/6185 #radiology #Gamuts
November 9, 2025 at 8:01 AM
How many causes of "congenital macrocephaly" do you know? https://gamuts.net/x/6185 #radiology #Gamuts
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 #DeepLearning
November 7, 2025 at 3:15 PM
Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #brain #MRI #DeepLearning
November 8, 2025 at 2:01 PM
Reposted by Radiology Gamuts
Check out today's #FreeFriday @radiology-ai.bsky.social article from #PubMedCentral!
Advancing Pediatric Neuro-Oncology: Multi-institutional nnU-Net Segmentation of Medulloblastoma
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11427924 #ML #MachineLearning #Radiomics
Advancing Pediatric Neuro-Oncology: Multi-institutional nnU-Net Segmentation of Medulloblastoma
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11427924 #ML #MachineLearning #Radiomics
November 7, 2025 at 2:16 PM
Check out today's #FreeFriday @radiology-ai.bsky.social article from #PubMedCentral!
Advancing Pediatric Neuro-Oncology: Multi-institutional nnU-Net Segmentation of Medulloblastoma
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11427924 #ML #MachineLearning #Radiomics
Advancing Pediatric Neuro-Oncology: Multi-institutional nnU-Net Segmentation of Medulloblastoma
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11427924 #ML #MachineLearning #Radiomics
November 8, 2025 at 8:01 AM