#AI system to generate breast #ultrasound reports https://doi.org/10.1148/ryai.240625 #ISUOG2025 #USRad #ultrasound #OBRad #OBGyn
September 15, 2025 at 11:15 PM
#AI system to generate breast #ultrasound reports https://doi.org/10.1148/ryai.240625 #ISUOG2025 #USRad #ultrasound #OBRad #OBGyn
ThyNet-S model detects & classifies #thyroid lesions on #ultrasound https://doi.org/10.1148/ryai.240271 #USRad #DeepLearning #ML
July 9, 2025 at 3:15 AM
ThyNet-S model detects & classifies #thyroid lesions on #ultrasound https://doi.org/10.1148/ryai.240271 #USRad #DeepLearning #ML
Physics-Informed Autoencoder provided accurate #prostate tissue biomarker measurements from #MRI data https://doi.org/10.1148/ryai.240167 #UltraCon2025 #ultrasound #USRad #radiology
April 1, 2025 at 11:15 PM
Physics-Informed Autoencoder provided accurate #prostate tissue biomarker measurements from #MRI data https://doi.org/10.1148/ryai.240167 #UltraCon2025 #ultrasound #USRad #radiology
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 #PedsRad #USRad #MachineLearning
November 22, 2025 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 #PedsRad #USRad #MachineLearning
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
#MachineLearning system generated high-quality breast ultrasound reports and improved diagnostic accuracy of radiologists with limited experience https://doi.org/10.1148/ryai.240625 #ISUOG2025 #USRad #ultrasound #OBRad #OBGyn
September 17, 2025 at 7:15 AM
#MachineLearning system generated high-quality breast ultrasound reports and improved diagnostic accuracy of radiologists with limited experience https://doi.org/10.1148/ryai.240625 #ISUOG2025 #USRad #ultrasound #OBRad #OBGyn
Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology https://doi.org/10.1148/ryai.250982 #UltraCon2026 #ultrasound #USRad #radiology
May 29, 2026 at 3:15 AM
Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology https://doi.org/10.1148/ryai.250982 #UltraCon2026 #ultrasound #USRad #radiology
Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology https://doi.org/10.1148/ryai.250982 #UltraCon2026 #ultrasound #USRad #radiology
May 28, 2026 at 3:15 AM
Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology https://doi.org/10.1148/ryai.250982 #UltraCon2026 #ultrasound #USRad #radiology
BraTS-PEDs: a large-scale open-access dataset to support pediatric high-grade glioma segmentation https://doi.org/10.1148/ryai.250902 #UltraCon2026 #ultrasound #USRad #radiology
May 29, 2026 at 7:15 AM
BraTS-PEDs: a large-scale open-access dataset to support pediatric high-grade glioma segmentation https://doi.org/10.1148/ryai.250902 #UltraCon2026 #ultrasound #USRad #radiology
A retrospective study highlights the real potential of AI triage in the French breast cancer screening program https://doi.org/10.1148/ryai.250989 #UltraCon2026 #ultrasound #USRad #radiology
May 28, 2026 at 3:15 PM
A retrospective study highlights the real potential of AI triage in the French breast cancer screening program https://doi.org/10.1148/ryai.250989 #UltraCon2026 #ultrasound #USRad #radiology
Interpretable Machine Learning Model Using Digitized US Features for Classifying Complex Thyroid Nodules https://doi.org/10.1148/ryai.250383 #USRad #ultrasound #MachineLearning
April 25, 2026 at 11:15 AM
Interpretable Machine Learning Model Using Digitized US Features for Classifying Complex Thyroid Nodules https://doi.org/10.1148/ryai.250383 #USRad #ultrasound #MachineLearning
An uncertainty-aware #DeepLearning model to localize & classify 5 types of intracranial hemorrhage demonstrated state-of-the-art performance https://doi.org/10.1148/ryai.240032 @rsnasky.bsky.social #UltraCon2025 #ultrasound #USRad #radiology
March 30, 2025 at 3:15 PM
An uncertainty-aware #DeepLearning model to localize & classify 5 types of intracranial hemorrhage demonstrated state-of-the-art performance https://doi.org/10.1148/ryai.240032 @rsnasky.bsky.social #UltraCon2025 #ultrasound #USRad #radiology
US-derived Pediatric Kidney Length and Volume Percentiles by Age: A Big Data Approach https://doi.org/10.1148/ryai.250056 #USRad #AI #MachineLearning
January 20, 2026 at 11:15 AM
US-derived Pediatric Kidney Length and Volume Percentiles by Age: A Big Data Approach https://doi.org/10.1148/ryai.250056 #USRad #AI #MachineLearning
Evaluating the Impact of Changes in AI-derived Case Scores over Time on Digital Breast Tomosynthesis Screening Outcomes https://doi.org/10.1148/ryai.230597 @pennmedresearch.bsky.social @pennmedicine.bsky.social #UltraCon2025 #ultrasound #USRad #radiology
April 2, 2025 at 11:15 AM
Evaluating the Impact of Changes in AI-derived Case Scores over Time on Digital Breast Tomosynthesis Screening Outcomes https://doi.org/10.1148/ryai.230597 @pennmedresearch.bsky.social @pennmedicine.bsky.social #UltraCon2025 #ultrasound #USRad #radiology
Interpretable Machine Learning Model Using Digitized US Features for Classifying Complex Thyroid Nodules https://doi.org/10.1148/ryai.250383 #USRad #AI #ML
February 13, 2026 at 3:15 PM
Interpretable Machine Learning Model Using Digitized US Features for Classifying Complex Thyroid Nodules https://doi.org/10.1148/ryai.250383 #USRad #AI #ML
A method for post-hoc compression of TotalSegmentator https://doi.org/10.1148/ryai.240353 @rsnasky.bsky.social #UltraCon2025 #ultrasound #USRad #radiology
April 1, 2025 at 7:15 PM
A method for post-hoc compression of TotalSegmentator https://doi.org/10.1148/ryai.240353 @rsnasky.bsky.social #UltraCon2025 #ultrasound #USRad #radiology
Evaluating Performance of a #DeepLearning Multilabel Segmentation Model to Quantify Acute and Chronic Brain Lesions at MRI after Stroke and Predict Prognosis https://doi.org/10.1148/ryai.240072 #UltraCon2025 #ultrasound #USRad #radiology
April 1, 2025 at 11:15 AM
Evaluating Performance of a #DeepLearning Multilabel Segmentation Model to Quantify Acute and Chronic Brain Lesions at MRI after Stroke and Predict Prognosis https://doi.org/10.1148/ryai.240072 #UltraCon2025 #ultrasound #USRad #radiology
UltraMC identified complex thyroid nodules and satisfactorily diagnosed conventional and mummified thyroid nodules in a large, multi-center study https://doi.org/10.1148/ryai.250383 #USRad #OncoRad #AI
March 13, 2026 at 7:15 AM
UltraMC identified complex thyroid nodules and satisfactorily diagnosed conventional and mummified thyroid nodules in a large, multi-center study https://doi.org/10.1148/ryai.250383 #USRad #OncoRad #AI
Multi-Institutional Annotated Multiparametric MRI Dataset of Pediatric High-Grade Gliomas https://doi.org/10.1148/ryai.250902 #UltraCon2026 #ultrasound #USRad #radiology
May 28, 2026 at 7:15 AM
Multi-Institutional Annotated Multiparametric MRI Dataset of Pediatric High-Grade Gliomas https://doi.org/10.1148/ryai.250902 #UltraCon2026 #ultrasound #USRad #radiology
New commentary celebrates new AI model for breast US reading, USDist https://doi.org/10.1148/ryai.260406 #UltraCon2026 #ultrasound #USRad #radiology
May 27, 2026 at 11:15 PM
New commentary celebrates new AI model for breast US reading, USDist https://doi.org/10.1148/ryai.260406 #UltraCon2026 #ultrasound #USRad #radiology
New Blog explores the physical constraints of Radiology AI https://radiologyai.substack.com/p/supply-chain-constraints-the-hidden #UltraCon2026 #ultrasound #USRad #radiology
May 27, 2026 at 7:15 AM
New Blog explores the physical constraints of Radiology AI https://radiologyai.substack.com/p/supply-chain-constraints-the-hidden #UltraCon2026 #ultrasound #USRad #radiology
Female teen with right lower quadrant+pelvic pain, normal WBC+negative pregnancy test
Sagittal transabdominal US of pelvis shows diffusely hyperechoic mass in right adnexa that was within right ovary.
#FOAMed #MedEd #FOAMPed #FOAMRad #PedsRad #RadEd #RadRes #radiology #FOAMus #USRad #Ultrasound
Sagittal transabdominal US of pelvis shows diffusely hyperechoic mass in right adnexa that was within right ovary.
#FOAMed #MedEd #FOAMPed #FOAMRad #PedsRad #RadEd #RadRes #radiology #FOAMus #USRad #Ultrasound
March 6, 2024 at 12:25 PM
New Commentary! Breast US AI that can function in a low-resource setting is ultimately more impactful than a model that performs well only in a research setting https://doi.org/10.1148/ryai.260406 #UltraCon2026 #ultrasound #USRad #radiology
May 30, 2026 at 11:15 PM
New Commentary! Breast US AI that can function in a low-resource setting is ultimately more impactful than a model that performs well only in a research setting https://doi.org/10.1148/ryai.260406 #UltraCon2026 #ultrasound #USRad #radiology
New Commentary! Breast US AI that can function in a low-resource setting is ultimately more impactful than a model that performs well only in a research setting https://doi.org/10.1148/ryai.260406 #UltraCon2026 #ultrasound #USRad #radiology
May 28, 2026 at 11:15 PM
New Commentary! Breast US AI that can function in a low-resource setting is ultimately more impactful than a model that performs well only in a research setting https://doi.org/10.1148/ryai.260406 #UltraCon2026 #ultrasound #USRad #radiology