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
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 #kidney #ML
January 27, 2026 at 3:15 AM
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 #kidney #ML
January 27, 2026 at 9:01 PM
January 27, 2026 at 2:01 PM
Reposted by Radiology Gamuts
Foundation models have expanded from text-only large language models to large multimodal models https://radiologyai.substack.com/p/from-narrow-ai-to-generalist-partners @uniregensburg.bsky.social #mutlimodal #AI #MachineLearning
January 26, 2026 at 3:15 AM
Foundation models have expanded from text-only large language models to large multimodal models https://radiologyai.substack.com/p/from-narrow-ai-to-generalist-partners @uniregensburg.bsky.social #mutlimodal #AI #MachineLearning
January 27, 2026 at 8:01 AM
Reposted by Radiology Gamuts
The Checklist for AI in Medical Imaging addresses #AI applications that include classification, segmentation, and reconstruction of medical images
https://rsna.org/claim #ML #MachineLearning #ArtificialIntelligence
https://rsna.org/claim #ML #MachineLearning #ArtificialIntelligence
January 25, 2026 at 2:16 PM
The Checklist for AI in Medical Imaging addresses #AI applications that include classification, segmentation, and reconstruction of medical images
https://rsna.org/claim #ML #MachineLearning #ArtificialIntelligence
https://rsna.org/claim #ML #MachineLearning #ArtificialIntelligence
January 26, 2026 at 9:01 PM
Aortic dilatation - joint hypermobility - arterial tortuosity: #Radiology findings https://gamuts.net/x/34951 #RareDisease #FOAMrad #Gamuts
January 26, 2026 at 2:01 PM
Aortic dilatation - joint hypermobility - arterial tortuosity: #Radiology findings https://gamuts.net/x/34951 #RareDisease #FOAMrad #Gamuts
Reposted by Radiology Gamuts
A new MRI denoising method, SNRAware, improves SNR in analyses of phantoms, an internal test set, and four external test sets https://doi.org/10.1148/ryai.250227 @ucl.ac.uk #NeuroRad #radiology #AI
January 24, 2026 at 11:15 AM
A new MRI denoising method, SNRAware, improves SNR in analyses of phantoms, an internal test set, and four external test sets https://doi.org/10.1148/ryai.250227 @ucl.ac.uk #NeuroRad #radiology #AI
January 26, 2026 at 8:01 AM
Reposted by Radiology Gamuts
Open-Source Dataset for the RSNA Screening Mammography Cancer Detection Challenge https://doi.org/10.1148/ryai.250375 #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning
January 24, 2026 at 7:15 PM
Open-Source Dataset for the RSNA Screening Mammography Cancer Detection Challenge https://doi.org/10.1148/ryai.250375 #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning
Can you name the causes of extramedullary intradural signal void? https://gamuts.net/x/18485 #radiology #diagnosis
January 25, 2026 at 9:01 PM
Can you name the causes of extramedullary intradural signal void? https://gamuts.net/x/18485 #radiology #diagnosis
Recent articles on #AI in radiology:
* Deep learning detection and classification of fungal and non-fungal calcifications on paranasal sinus CT imaging https://pubmed.gov/41557658
* 3D tibial HU reconstruction from biplanar X-rays utilizing a hybrid PCA-CNN framework https://pubmed.gov/41506030
* Deep learning detection and classification of fungal and non-fungal calcifications on paranasal sinus CT imaging https://pubmed.gov/41557658
* 3D tibial HU reconstruction from biplanar X-rays utilizing a hybrid PCA-CNN framework https://pubmed.gov/41506030
January 25, 2026 at 5:01 PM
Recent articles on #AI in radiology:
* Deep learning detection and classification of fungal and non-fungal calcifications on paranasal sinus CT imaging https://pubmed.gov/41557658
* 3D tibial HU reconstruction from biplanar X-rays utilizing a hybrid PCA-CNN framework https://pubmed.gov/41506030
* Deep learning detection and classification of fungal and non-fungal calcifications on paranasal sinus CT imaging https://pubmed.gov/41557658
* 3D tibial HU reconstruction from biplanar X-rays utilizing a hybrid PCA-CNN framework https://pubmed.gov/41506030
January 25, 2026 at 2:01 PM
Reposted by Radiology Gamuts
Data Resources articles describe important datasets, algorithms, and standards made available to the #AI community https://pubs.rsna.org/page/ai/data_resources #MachineLearning #DeepLearning #ArtificialIntelligence
January 24, 2026 at 2:16 PM
Data Resources articles describe important datasets, algorithms, and standards made available to the #AI community https://pubs.rsna.org/page/ai/data_resources #MachineLearning #DeepLearning #ArtificialIntelligence
January 25, 2026 at 8:01 AM
January 24, 2026 at 9:01 PM
January 24, 2026 at 2:01 PM
Reposted by Radiology Gamuts
Dr. Merel Huisman joins the Editorial Board of Radiology: Artificial Intelligence https://radiologyai.substack.com/p/introducing-dr-merel-huisman #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning
January 23, 2026 at 11:15 AM
Dr. Merel Huisman joins the Editorial Board of Radiology: Artificial Intelligence https://radiologyai.substack.com/p/introducing-dr-merel-huisman #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning
January 24, 2026 at 8:01 AM
Reposted by Radiology Gamuts
Check out today's #FreeFriday @radiology-ai.bsky.social article from #PubMedCentral!
Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11449211 #MachineLearning #DeepLearning #ArtificialIntelligence
Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11449211 #MachineLearning #DeepLearning #ArtificialIntelligence
January 23, 2026 at 2:16 PM
Check out today's #FreeFriday @radiology-ai.bsky.social article from #PubMedCentral!
Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11449211 #MachineLearning #DeepLearning #ArtificialIntelligence
Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11449211 #MachineLearning #DeepLearning #ArtificialIntelligence
January 23, 2026 at 2:01 PM
Reposted by Radiology Gamuts
What's next after LLMs? AI agents that support whole radiology workflows! https://doi.org/10.1148/ryai.250651 #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning
January 21, 2026 at 3:15 PM
What's next after LLMs? AI agents that support whole radiology workflows! https://doi.org/10.1148/ryai.250651 #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning
What can cause radiolucent urinary calculus? https://gamuts.net/x/20557 #radiology #FOAMed #diagnosis
January 23, 2026 at 8:01 AM
What can cause radiolucent urinary calculus? https://gamuts.net/x/20557 #radiology #FOAMed #diagnosis
Reposted by Radiology Gamuts
New Special Report! Methods for preparing imaging data for AI while protecting privacy https://doi.org/10.1148/ryai.250273 #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning
January 21, 2026 at 11:15 AM
New Special Report! Methods for preparing imaging data for AI while protecting privacy https://doi.org/10.1148/ryai.250273 #AAAI26 #IAAI2026 #AI #ArtificialIntelligence #MachineLearning