Radiology Gamuts
banner
gamuts.net
Radiology Gamuts
@gamuts.net
12 followers 6 following 480 posts
The Radiology Gamuts Ontology supports medical diagnosis with knowledge of more than 16,000 conditions and imaging findings https://gamuts.net #radiology #diagnosis #medsky
Posts Media Videos Starter Packs
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 #CAIMI25 #AI #MachineLearning #radiology
Can you name the causes of dark kidney on T2 MRI? https://gamuts.net/x/16830 #radiology #diagnosis
Reposted by Radiology Gamuts
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 #CAIMI25 #AI #MachineLearning #radiology
Permeative osteolytic lesion: What's the diagnosis? https://gamuts.net/x/11195 #FOAMed #radiology #Gamuts
Reposted by Radiology Gamuts
Homomorphic encryption was integrated into deep learning models for CT-based renal mass classification https://doi.org/10.1148/ryai.240798 #DeepLearning #KidneyDisease #MachineLearning
Reposted by Radiology Gamuts
#AI algorithm for CT lung nodule cancer risk assessment reached peak performance before using the full training dataset https://doi.org/10.1148/ryai.240636 #ChestRad #cancer #DeepLearning
Reposted by Radiology Gamuts
#DeepLearning AI algorithm to predict pulmonary nodule malignancy was noninferior when using at least 80% of the training data https://doi.org/10.1148/ryai.250685 #cancer #malignancy #ML
How many of the causes of "delayed ossification of the pubic bone" do you know? https://gamuts.net/x/31016 #radiology #Gamuts #DDx
Reposted by Radiology Gamuts
Characterizing the Impact of Training Data on Generalizability: Application in Deep Learning to Estimate Lung Nodule Malignancy Risk https://doi.org/10.1148/ryai.240636 #lung #CT #ML
Reposted by Radiology Gamuts
The MammosighTR dataset is derived from Türkiye’s national breast cancer screening program https://doi.org/10.1148/ryai.240841 #mammography #BreastCancer #AI
Imaging diagnosis: Short fourth metacarpal https://gamuts.net/x/12065 #FOAMRad
Reposted by Radiology Gamuts
Radiologist and AI Concordance in Screening Mammography and Association with Future Breast Cancer Risk https://doi.org/10.1148/ryai.240804 #cancer #MachineLearning #AI
How many of the causes of "ear cartilage calcification" do you know? https://gamuts.net/x/8352 #radiology #Gamuts #DDx
Reposted by Radiology Gamuts
Reposted by Radiology Gamuts
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #ProstateCancer #MachineLearning #AI