@radiology-ai.bsky.social
From the editors of Radiology: Artificial Intelligence, the leading journal on AI in radiology #Radiology #RadSky #MedSky #AI #MachineLearning #DeepLearning
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Staff Deputy Editor, Madeline Cappelloni, introduces herself in new blog post https://radiologyai.substack.com/p/introducing-radiology-artificial #NeurIPS2025 #AI #DeepLearning
07.12.2025 06:15 — 👍 1 🔁 0 💬 0 📌 0
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Deep Learning Analysis of Dynamic Contrast-enhanced US Images for Adnexal Lesion Classification https://doi.org/10.1148/ryai.240786 #NeurIPS2025 #AI #DeepLearning
07.12.2025 02:15 — 👍 2 🔁 0 💬 0 📌 0
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CTA-BET: A Robust Brain Extraction Tool for Non-enhanced CT and CT Angiography https://doi.org/10.1148/ryai.240847 #brain #NeuroRad #MachineLearning
06.12.2025 22:15 — 👍 2 🔁 0 💬 0 📌 0
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Rethinking Adnexal Mass Diagnosis with Dynamic Contrast-enhanced US and Deep Learning https://doi.org/10.1148/ryai.250977 @tum.de #NeurIPS2025 #AI #DeepLearning
06.12.2025 18:15 — 👍 2 🔁 0 💬 0 📌 0
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A Radiologist’s Investigation: Diffusion Models in Medical Imaging https://radiologyai.substack.com/p/a-radiologists-investigation-diffusion #NeurIPS2025 #AI #DeepLearning
06.12.2025 14:15 — 👍 3 🔁 0 💬 0 📌 0
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Registry-linked 5-year breast cancer incidence in a large screening mammography cohort with standalone AI and radiologist readers https://doi.org/10.1148/ryai.240804 #NeurIPS2025 #AI #DeepLearning
06.12.2025 10:15 — 👍 3 🔁 0 💬 1 📌 0
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How does training data volume affect performance of #DeepLearning model for #LungCancer? https://doi.org/10.1148/ryai.240636 #NeurIPS2025 #AI #DeepLearning
06.12.2025 06:15 — 👍 4 🔁 0 💬 0 📌 0
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OCNet: A multimodal deep learning tool for classifying adnexal lesions on contrast-enhanced ultrasound https://doi.org/10.1148/ryai.240786 #NeurIPS2025 #AI #DeepLearning
06.12.2025 02:15 — 👍 4 🔁 1 💬 0 📌 0
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CTA-BET: A Robust Brain Extraction Tool for Non-enhanced CT and CT Angiography https://doi.org/10.1148/ryai.240847 #brain #NeuroRad #MachineLearning
05.12.2025 22:15 — 👍 3 🔁 0 💬 0 📌 0
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The importance of temporal modeling and multimodal fusion for AI diagnosis of ovarian cancer https://doi.org/10.1148/ryai.250977 @tum.de #NeurIPS2025 #AI #DeepLearning
05.12.2025 18:15 — 👍 3 🔁 0 💬 0 📌 0
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How can we use diffusion models safely for medical imaging? Our new blog post explores the opportunities and pitfalls of these methods. https://radiologyai.substack.com/p/a-radiologists-investigation-diffusion #NeurIPS2025 #AI #DeepLearning
05.12.2025 14:15 — 👍 3 🔁 1 💬 0 📌 0
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💡 Revolutionizing neuroimaging: DLMUSE segments brain MRIs in seconds, enabling large-scale studies without the need for complex setups -- Dive into the future of brain research! https://doi.org/10.1148/ryai.240299 @upenn.edu #NeurIPS2025 #AI #DeepLearning
05.12.2025 10:15 — 👍 4 🔁 2 💬 0 📌 0
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#DeepLearning model using a two-step localization & segmentation pipeline segmented the dentate nucleus using quantitative susceptibility mapping images https://doi.org/10.1148/ryai.240478 #NeurIPS2025 #AI #DeepLearning
04.12.2025 06:15 — 👍 4 🔁 1 💬 0 📌 0
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Infant brain development involves rapid changes in volume, cortical folding, and myelination. A new 3-stage framework models these changes to accurately predict missing MRI time points https://doi.org/10.1148/ryai.240708 #NeurIPS2025 #AI #DeepLearning
03.12.2025 10:15 — 👍 3 🔁 2 💬 0 📌 0
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Liver Imaging Feature Transformer model for classification of focal lesions on multiparametric #MRI https://doi.org/10.1148/ryai.240531 #NeurIPS2025 #AI #DeepLearning
05.12.2025 06:15 — 👍 3 🔁 0 💬 0 📌 0
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OCNet: A multimodal deep learning tool for classifying adnexal lesions on contrast-enhanced ultrasound https://doi.org/10.1148/ryai.240786 #NeurIPS2025 #AI #DeepLearning
05.12.2025 02:15 — 👍 3 🔁 0 💬 0 📌 0
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CTA-BET: A Robust Brain Extraction Tool for Non-enhanced CT and CT Angiography https://doi.org/10.1148/ryai.240847 #RSNA25 #radiology
04.12.2025 22:15 — 👍 2 🔁 0 💬 0 📌 0
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Rethinking Adnexal Mass Diagnosis with Dynamic Contrast-enhanced US and Deep Learning https://doi.org/10.1148/ryai.250977 @tum.de #NeurIPS2025 #AI #DeepLearning
04.12.2025 18:15 — 👍 5 🔁 1 💬 0 📌 0
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How can we use diffusion models safely for medical imaging? Our new blog post explores the opportunities and pitfalls of these methods. https://radiologyai.substack.com/p/a-radiologists-investigation-diffusion #NeurIPS2025 #AI #DeepLearning
04.12.2025 14:15 — 👍 5 🔁 0 💬 0 📌 0
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Understanding how mammography acquisition parameters affect #AI and radiologist performance is crucial for safe clinical AI integration https://doi.org/10.1148/ryai.240861 @danafarber.bsky.social #NeurIPS2025 #AI #DeepLearning
04.12.2025 10:15 — 👍 6 🔁 0 💬 0 📌 0
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#ThrowbackThursday – Weak Supervision, Strong Results: Achieving High Performance in Intracranial Hemorrhage Detection with Fewer Annotation Labels (Jan 2024) https://doi.org/10.1148/ryai.230598 #AI #Radiomics #ArtificialIntelligence
04.12.2025 09:16 — 👍 3 🔁 0 💬 0 📌 0
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#DeepLearning model using a two-step localization & segmentation pipeline segmented the dentate nucleus using quantitative susceptibility mapping images https://doi.org/10.1148/ryai.240478 #NeurIPS2025 #AI #DeepLearning
04.12.2025 06:15 — 👍 4 🔁 1 💬 0 📌 0
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OCNet, a new #DeepLearning tool, outperforms O-RADS and the ADNEX model in adnexal lesion classification https://doi.org/10.1148/ryai.240786 #NeurIPS2025 #AI #DeepLearning
04.12.2025 02:15 — 👍 3 🔁 0 💬 0 📌 0
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CTA-BET: A Robust Brain Extraction Tool for Non-enhanced CT and CT Angiography https://doi.org/10.1148/ryai.240847 #RSNA25 #radiology
03.12.2025 22:15 — 👍 2 🔁 0 💬 0 📌 0
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The importance of temporal modeling and multimodal fusion for AI diagnosis of ovarian cancer https://doi.org/10.1148/ryai.250977 @tum.de #NeurIPS2025 #AI #DeepLearning
03.12.2025 18:15 — 👍 3 🔁 0 💬 0 📌 0
Image from article in Radiology: Artificial Intelligence
A Radiologist’s Investigation: Diffusion Models in Medical Imaging https://radiologyai.substack.com/p/a-radiologists-investigation-diffusion #NeurIPS2025 #AI #DeepLearning
03.12.2025 14:15 — 👍 3 🔁 0 💬 0 📌 0
Image from article in Radiology: Artificial Intelligence
Infant brain development involves rapid changes in volume, cortical folding, and myelination. A new 3-stage framework models these changes to accurately predict missing MRI time points https://doi.org/10.1148/ryai.240708 #NeurIPS2025 #AI #DeepLearning
03.12.2025 10:15 — 👍 3 🔁 2 💬 0 📌 0
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Data Resources are datasets and related artifacts to support scientific research and clinical implementation of #AI tools https://pubs.rsna.org/page/ai/data_resources #ML #DeepLearning #Radiomics
03.12.2025 09:16 — 👍 2 🔁 0 💬 0 📌 0
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Influence of Mammography Acquisition Parameters on #AI and Radiologist Interpretive Performance https://doi.org/10.1148/ryai.240861 @danafarber.bsky.social #NeurIPS2025 #AI #DeepLearning
03.12.2025 06:15 — 👍 3 🔁 0 💬 0 📌 0
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Automated Deep Learning-based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI https://doi.org/10.1148/ryai.240478 #NeurIPS2025 #AI #DeepLearning
03.12.2025 02:15 — 👍 3 🔁 0 💬 0 📌 0
