Mirai implicitly learned to identify mammographic lesion features, particularly calcifications, for lesion detection and risk prediction https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology
September 9, 2025 at 11:15 AM
Mirai implicitly learned to identify mammographic lesion features, particularly calcifications, for lesion detection and risk prediction https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology
#CoRaX demonstrated potential to aid radiologists in detecting abnormalities on CXRs by identifying & correcting perceptual errors https://doi.org/10.1148/ryai.240277 @uh.edu #ACEP25 #EmergMed #EMRad #radiology
September 8, 2025 at 3:15 AM
#CoRaX demonstrated potential to aid radiologists in detecting abnormalities on CXRs by identifying & correcting perceptual errors https://doi.org/10.1148/ryai.240277 @uh.edu #ACEP25 #EmergMed #EMRad #radiology
Development of Privacy-preserving #DeepLearning Model with Homomorphic Encryption: A Technical Feasibility Study in Kidney CT Imaging https://doi.org/10.1148/ryai.240798 #ACEP25 #EmergMed #EMRad #radiology
September 9, 2025 at 3:15 AM
Development of Privacy-preserving #DeepLearning Model with Homomorphic Encryption: A Technical Feasibility Study in Kidney CT Imaging https://doi.org/10.1148/ryai.240798 #ACEP25 #EmergMed #EMRad #radiology
Prediction of Early Neoadjuvant Chemotherapy Response of Breast Cancer through Deep Learning-based Pharmacokinetic Quantification of DCE MRI https://doi.org/10.1148/ryai.240769 #ACEP25 #EmergMed #EMRad #radiology
September 10, 2025 at 7:15 AM
Prediction of Early Neoadjuvant Chemotherapy Response of Breast Cancer through Deep Learning-based Pharmacokinetic Quantification of DCE MRI https://doi.org/10.1148/ryai.240769 #ACEP25 #EmergMed #EMRad #radiology
RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering https://doi.org/10.1148/ryai.240476 @tayebiarasteh.bsky.social #ACEP25 #EmergMed #EMRad #radiology
September 8, 2025 at 3:15 PM
RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering https://doi.org/10.1148/ryai.240476 @tayebiarasteh.bsky.social #ACEP25 #EmergMed #EMRad #radiology
Hi EmergMed Doc here. I see your slant but for clarity, I need to insist you be factual. Ketamine is not the date rape drug. Rohypnol (gen. Flunitrazepam) and GHB (Gamma Hydroxybutyrate) qare what felon-bros use for battery intoxication.
November 28, 2024 at 2:43 AM
Hi EmergMed Doc here. I see your slant but for clarity, I need to insist you be factual. Ketamine is not the date rape drug. Rohypnol (gen. Flunitrazepam) and GHB (Gamma Hydroxybutyrate) qare what felon-bros use for battery intoxication.
#CoRaX is an #AI system that acts as an expert supervisor https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology
September 9, 2025 at 11:15 PM
#CoRaX is an #AI system that acts as an expert supervisor https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology
Liver Imaging Feature Transformer model for classification of focal lesions on multiparametric #MRI https://doi.org/10.1148/ryai.240531 #ACEP25 #EmergMed #EMRad #radiology
September 10, 2025 at 7:15 PM
Liver Imaging Feature Transformer model for classification of focal lesions on multiparametric #MRI https://doi.org/10.1148/ryai.240531 #ACEP25 #EmergMed #EMRad #radiology
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology
September 7, 2025 at 11:15 PM
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology
#Mirai model uses lesion features on #mammograms for lesion detection and #breast cancer risk prediction. https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology
September 8, 2025 at 7:15 AM
#Mirai model uses lesion features on #mammograms for lesion detection and #breast cancer risk prediction. https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology
Generative #AI model predicted functional small airway disease (sensitivity 86.3%; AUC 0.86) https://doi.org/10.1148/ryai.240680 #ACEP25 #EmergMed #EMRad #radiology
September 10, 2025 at 3:15 PM
Generative #AI model predicted functional small airway disease (sensitivity 86.3%; AUC 0.86) https://doi.org/10.1148/ryai.240680 #ACEP25 #EmergMed #EMRad #radiology
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology
September 10, 2025 at 3:15 AM
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology
September 8, 2025 at 11:15 PM
MR-Transformer predicts knee osteoarthritis progression to joint replacement using MRI https://doi.org/10.1148/ryai.240373 @cem.bsky.social @cai2r.net #ACEP25 #EmergMed #EMRad #radiology
CoRaX is a collaborative intelligence tool that enhances diagnostic accuracy by functioning as a second-look system https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology
September 8, 2025 at 7:15 PM
CoRaX is a collaborative intelligence tool that enhances diagnostic accuracy by functioning as a second-look system https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology
AI system generates high-quality #breast ultrasound reports approaching the diagnostic level of radiologists https://doi.org/10.1148/ryai.240625 #ACEP25 #EmergMed #EMRad #radiology
September 10, 2025 at 11:15 AM
AI system generates high-quality #breast ultrasound reports approaching the diagnostic level of radiologists https://doi.org/10.1148/ryai.240625 #ACEP25 #EmergMed #EMRad #radiology
Retrieval-augmented generation (#RAG) integrates task-specific expert knowledge into #LLM queries https://doi.org/10.1148/ryai.240790 @uni-freiburg.de #ACEP25 #EmergMed #EMRad #radiology
September 7, 2025 at 7:15 PM
Retrieval-augmented generation (#RAG) integrates task-specific expert knowledge into #LLM queries https://doi.org/10.1148/ryai.240790 @uni-freiburg.de #ACEP25 #EmergMed #EMRad #radiology
CoRax analyzes how the radiologist interacts with the image, reviews the report & provides advice https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology
September 7, 2025 at 7:15 AM
CoRax analyzes how the radiologist interacts with the image, reviews the report & provides advice https://doi.org/10.1148/ryai.250575 #ACEP25 #EmergMed #EMRad #radiology
Model uses a single inspiratory chest CT scan to generate parametric response maps & predict functional small airway disease https://doi.org/10.1148/ryai.240680 #ACEP25 #EmergMed #EMRad #radiology
September 8, 2025 at 11:15 AM
Model uses a single inspiratory chest CT scan to generate parametric response maps & predict functional small airway disease https://doi.org/10.1148/ryai.240680 #ACEP25 #EmergMed #EMRad #radiology
Mirai implicitly learned to identify mammographic lesion features, particularly calcifications, for lesion detection and risk prediction https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology
September 11, 2025 at 3:15 AM
Mirai implicitly learned to identify mammographic lesion features, particularly calcifications, for lesion detection and risk prediction https://doi.org/10.1148/ryai.240417 #ACEP25 #EmergMed #EMRad #radiology
#RadioRAG shows potential to improve LLM accuracy in radiology question answering by integrating real-time domain-specific data https://doi.org/10.1148/ryai.240476 @tayebiarasteh.bsky.social #ACEP25 #EmergMed #EMRad #radiology
September 9, 2025 at 3:15 PM
#RadioRAG shows potential to improve LLM accuracy in radiology question answering by integrating real-time domain-specific data https://doi.org/10.1148/ryai.240476 @tayebiarasteh.bsky.social #ACEP25 #EmergMed #EMRad #radiology
Supporting more than 35+ specialty practice areas, we help members like Jonathon Beck, ANZCAP-Reg. (EmergMed) to connect with peers nationwide, tackle complex clinical dilemmas and contribute to seminars and initiatives in their specialty. buff.ly/UVNKM6I
August 22, 2025 at 4:16 AM
Supporting more than 35+ specialty practice areas, we help members like Jonathon Beck, ANZCAP-Reg. (EmergMed) to connect with peers nationwide, tackle complex clinical dilemmas and contribute to seminars and initiatives in their specialty. buff.ly/UVNKM6I
#highschool is tough. Figuring out what you want to do for a living is tougher. Live in #NC and want to explore careers in #medicine and #research? Applications for our summer internship are open! www.med.unc.edu/emergmed/edu...
Home - Internship in Science, Health Training, and Research (ISHTaR)
What is ISHTaR? The ISHTaR Experience To facilitate future high school students exploring summer internship opportunities, our 2023 & 2024 ISHTaR cohorts each developed a video to share their summer i...
www.med.unc.edu
January 24, 2025 at 1:45 PM
#highschool is tough. Figuring out what you want to do for a living is tougher. Live in #NC and want to explore careers in #medicine and #research? Applications for our summer internship are open! www.med.unc.edu/emergmed/edu...