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
Economic Value of AI in Radiology: A Systematic Review https://doi.org/10.1148/ryai.250090 @tum.de @unibas.ch #radiology #ArtificialIntelligence #ML
January 12, 2026 at 3:15 AM
Economic Value of AI in Radiology: A Systematic Review https://doi.org/10.1148/ryai.250090 @tum.de @unibas.ch #radiology #ArtificialIntelligence #ML
How many of the causes of "arterial tortuosity" do you know? https://gamuts.net/x/22518 #radiology #Gamuts #DDx
January 12, 2026 at 8:01 AM
How many of the causes of "arterial tortuosity" do you know? https://gamuts.net/x/22518 #radiology #Gamuts #DDx
Reposted by Radiology Gamuts
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy https://doi.org/10.1148/ryai.250273 #FederatedLearning #AI #deID
January 11, 2026 at 7:15 PM
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy https://doi.org/10.1148/ryai.250273 #FederatedLearning #AI #deID
Can you name the causes of cystic salivary gland mass? https://gamuts.net/x/9142 #radiology #diagnosis
January 11, 2026 at 9:01 PM
Can you name the causes of cystic salivary gland mass? https://gamuts.net/x/9142 #radiology #diagnosis
Recent articles on #AI in radiology:
* CT-based AI score associates with perioperative outcomes in nephron-sparing surgery for renal cell carcinoma https://pubmed.gov/41466327
* Mixed U-Net: Segmentation of focal liver lesions using a hybrid 2D and 3D model https://pubmed.gov/41456602
* CT-based AI score associates with perioperative outcomes in nephron-sparing surgery for renal cell carcinoma https://pubmed.gov/41466327
* Mixed U-Net: Segmentation of focal liver lesions using a hybrid 2D and 3D model https://pubmed.gov/41456602
January 11, 2026 at 5:01 PM
Recent articles on #AI in radiology:
* CT-based AI score associates with perioperative outcomes in nephron-sparing surgery for renal cell carcinoma https://pubmed.gov/41466327
* Mixed U-Net: Segmentation of focal liver lesions using a hybrid 2D and 3D model https://pubmed.gov/41456602
* CT-based AI score associates with perioperative outcomes in nephron-sparing surgery for renal cell carcinoma https://pubmed.gov/41466327
* Mixed U-Net: Segmentation of focal liver lesions using a hybrid 2D and 3D model https://pubmed.gov/41456602
January 11, 2026 at 2:01 PM
Reposted by Radiology Gamuts
Breast Cancers Detected and Missed by AI-CAD: Results from the AI-STREAM Trial https://doi.org/10.1148/ryai.250281 #cancer #mammo #ML
January 10, 2026 at 3:15 PM
Breast Cancers Detected and Missed by AI-CAD: Results from the AI-STREAM Trial https://doi.org/10.1148/ryai.250281 #cancer #mammo #ML
January 11, 2026 at 8:01 AM
Reposted by Radiology Gamuts
A #DeepLearning Framework for Synthesizing Longitudinal Infant Brain MRI during Early Development https://doi.org/10.1148/ryai.240708 #NeuroRad #MRI #AI
January 9, 2026 at 11:15 AM
A #DeepLearning Framework for Synthesizing Longitudinal Infant Brain MRI during Early Development https://doi.org/10.1148/ryai.240708 #NeuroRad #MRI #AI
January 10, 2026 at 9:01 PM
Recent articles on #AI in radiology:
* Medical students' perception of AI's role in radiology before and after an AI-focused educational panel: a paired pre-post design https://pubmed.gov/41462200
* A dual-interactive fusion network for low-dose CT image denoising https://pubmed.gov/41457826
* Medical students' perception of AI's role in radiology before and after an AI-focused educational panel: a paired pre-post design https://pubmed.gov/41462200
* A dual-interactive fusion network for low-dose CT image denoising https://pubmed.gov/41457826
January 10, 2026 at 5:01 PM
Recent articles on #AI in radiology:
* Medical students' perception of AI's role in radiology before and after an AI-focused educational panel: a paired pre-post design https://pubmed.gov/41462200
* A dual-interactive fusion network for low-dose CT image denoising https://pubmed.gov/41457826
* Medical students' perception of AI's role in radiology before and after an AI-focused educational panel: a paired pre-post design https://pubmed.gov/41462200
* A dual-interactive fusion network for low-dose CT image denoising https://pubmed.gov/41457826
Camptodactyly-arthropathy-coxa-vara-pericarditis syndrome: Imaging findings https://gamuts.net/x/28041 #radiology #RareDisease #FOAMed
January 10, 2026 at 2:01 PM
Camptodactyly-arthropathy-coxa-vara-pericarditis syndrome: Imaging findings https://gamuts.net/x/28041 #radiology #RareDisease #FOAMed
Reposted by Radiology Gamuts
Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-level Identification Risks to Federated Learning and Synthetic Data Challenges https://doi.org/10.1148/ryai.250273 #MachineLearning #deID #ML
January 9, 2026 at 7:15 PM
Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-level Identification Risks to Federated Learning and Synthetic Data Challenges https://doi.org/10.1148/ryai.250273 #MachineLearning #deID #ML
January 10, 2026 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 #AI #ArtificialIntelligence #MachineLearning
January 9, 2026 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 #AI #ArtificialIntelligence #MachineLearning
Recent articles on #AI in radiology:
* Utilizing AI CAD for early pandemic screening in chest radiographs https://pubmed.gov/41495080
* Adaptive multi-resolution hash-encoding framework for INR-based dental CBCT reconstruction with truncated FOV https://pubmed.gov/41454835
* Utilizing AI CAD for early pandemic screening in chest radiographs https://pubmed.gov/41495080
* Adaptive multi-resolution hash-encoding framework for INR-based dental CBCT reconstruction with truncated FOV https://pubmed.gov/41454835
January 9, 2026 at 5:01 PM
Recent articles on #AI in radiology:
* Utilizing AI CAD for early pandemic screening in chest radiographs https://pubmed.gov/41495080
* Adaptive multi-resolution hash-encoding framework for INR-based dental CBCT reconstruction with truncated FOV https://pubmed.gov/41454835
* Utilizing AI CAD for early pandemic screening in chest radiographs https://pubmed.gov/41495080
* Adaptive multi-resolution hash-encoding framework for INR-based dental CBCT reconstruction with truncated FOV https://pubmed.gov/41454835
Blackfan-Diamond anemia: #Radiology findings https://gamuts.net/x/7968 #RareDisease #FOAMrad #Gamuts
January 9, 2026 at 2:01 PM
Blackfan-Diamond anemia: #Radiology findings https://gamuts.net/x/7968 #RareDisease #FOAMrad #Gamuts
Reposted by Radiology Gamuts
Establishing normative, age-based, pediatric kidney length and volume percentiles from a large US dataset with a natural language processing model https://doi.org/10.1148/ryai.250056 #NLP #USRad #ML
January 8, 2026 at 11:15 PM
Establishing normative, age-based, pediatric kidney length and volume percentiles from a large US dataset with a natural language processing model https://doi.org/10.1148/ryai.250056 #NLP #USRad #ML
How many causes of "vertical trabeculation of vertebral body" do you know? https://gamuts.net/x/9942 #radiology #Gamuts
January 9, 2026 at 8:01 AM
How many causes of "vertical trabeculation of vertebral body" do you know? https://gamuts.net/x/9942 #radiology #Gamuts
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 #mammography #DeepLearning #AI
January 7, 2026 at 7:15 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 #mammography #DeepLearning #AI
January 8, 2026 at 9:01 PM
Recent articles on #AI in radiology:
* Performance of artificial intelligence in breast cancer screening programmes: a systematic review https://pubmed.gov/41475802
* Prediction of Breast Radiation Absorbed Dose Chest CT Examinations Using Machine Learning Techniques https://pubmed.gov/41441394
* Performance of artificial intelligence in breast cancer screening programmes: a systematic review https://pubmed.gov/41475802
* Prediction of Breast Radiation Absorbed Dose Chest CT Examinations Using Machine Learning Techniques https://pubmed.gov/41441394
January 8, 2026 at 5:01 PM
Recent articles on #AI in radiology:
* Performance of artificial intelligence in breast cancer screening programmes: a systematic review https://pubmed.gov/41475802
* Prediction of Breast Radiation Absorbed Dose Chest CT Examinations Using Machine Learning Techniques https://pubmed.gov/41441394
* Performance of artificial intelligence in breast cancer screening programmes: a systematic review https://pubmed.gov/41475802
* Prediction of Breast Radiation Absorbed Dose Chest CT Examinations Using Machine Learning Techniques https://pubmed.gov/41441394
January 8, 2026 at 2:01 PM
Reposted by Radiology Gamuts
US-derived Pediatric Kidney Length and Volume Percentiles by Age: A Big Data Approach https://doi.org/10.1148/ryai.250056 #kidney #USRad #ML
January 7, 2026 at 11:15 PM
US-derived Pediatric Kidney Length and Volume Percentiles by Age: A Big Data Approach https://doi.org/10.1148/ryai.250056 #kidney #USRad #ML
January 8, 2026 at 8:01 AM