@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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Using #LLMs to address the shortage of high-quality, well-curated medical imaging datasets https://doi.org/10.1148/ryai.240631 @monganmd.bsky.social #VLM #MLM #annotation
05.08.2025 15:15 — 👍 0 🔁 0 💬 0 📌 0
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Estimating Total Lung Volume from Pixel-Level Thickness Maps of Chest Radiographs Using Deep Learning https://doi.org/10.1148/ryai.240484 #ChestRad #DeepLearning #xrays
05.08.2025 11:15 — 👍 1 🔁 0 💬 0 📌 0
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Meet the people leading the science and use of #AI in radiology! Check out our #podcast series on Apple Podcasts, Google Play, or Spotify https://rsnaradiologyai.libsyn.com/ #DeepLearning #Radiomics #ArtificialIntelligence
05.08.2025 10:16 — 👍 1 🔁 1 💬 0 📌 0
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Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care https://doi.org/10.1148/ryai.240739 @alitejanimd.bsky.social #MLLM #VLM #cyberattack
05.08.2025 07:15 — 👍 1 🔁 0 💬 0 📌 0
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Retrieval-augmented generation (#RAG) integrates task-specific expert knowledge into #LLM queries https://doi.org/10.1148/ryai.240790 @uni-freiburg.de #LargeLanguageModel #ML #MachineLearning
05.08.2025 03:15 — 👍 3 🔁 0 💬 0 📌 0
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@DukeRadiology Lung Cancer Screening set contains 2061 lung cancer screening low-dose CT scans, acquired within the past 10 years, with 3187 semiautomatically annotated nodules https://doi.org/10.1148/ryai.240248 #LungCancer #cancer #ML
04.08.2025 23:15 — 👍 6 🔁 1 💬 0 📌 0
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#Segmentation model with image & feature domain randomization provided automatic abdominal organ segmentation on CTs and MRIs with high accuracy & generalization https://doi.org/10.1148/ryai.240586 #AbdRad #AI #ML
04.08.2025 19:15 — 👍 4 🔁 1 💬 0 📌 0
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In-depth analysis of the latest advancements in federated learning, privacy preservation & uncertainty quantification in medical imaging https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #FederatedLearning #privacy #DeepLearning
04.08.2025 15:15 — 👍 2 🔁 0 💬 0 📌 0
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Estimating Total Lung Volume from Pixel-Level Thickness Maps of Chest Radiographs Using Deep Learning https://doi.org/10.1148/ryai.240484 #ChestRad #UNet #MachineLearning
04.08.2025 11:15 — 👍 2 🔁 0 💬 0 📌 0
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Sign up online! Get e-mail alerts for The Vasty Deep, the @radiology-ai.bsky.social editor's blog https://pubs.rsna.org/page/ai/blog #AI #ML #ArtificialIntelligence
04.08.2025 10:16 — 👍 2 🔁 1 💬 0 📌 0
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As AI in radiology transitions to #foundation models, dependence on expert annotations to prepare “AI-ready” datasets continues to evolve https://doi.org/10.1148/ryai.240631 @monganmd.bsky.social #LLM #radiology #MachineLearning
04.08.2025 07:15 — 👍 3 🔁 1 💬 0 📌 0
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The journal welcomes Dr. John Mayfield as Deputy Editor https://pubs.rsna.org/page/ai/blog/introducing-dr-mayfield @doctormayfield.bsky.social @rsnasky.bsky.social @harvardmed.bsky.social #MachineLearning #QML #ML
04.08.2025 03:15 — 👍 4 🔁 1 💬 0 📌 0
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Federated learning framework across multiple clients for #MRI prostate cancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #ProstateCancer #cancer #MachineLearning
03.08.2025 23:15 — 👍 4 🔁 0 💬 0 📌 0
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3DNesT model accurately diagnosed #Alzheimer disease on structural brain #MRI https://doi.org/10.1148/ryai.240508 #brain #ML #MachineLearning
03.08.2025 19:15 — 👍 2 🔁 0 💬 0 📌 0
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Deep Learning with Domain Randomization in Image and Feature Spaces for Abdominal Multiorgan Segmentation on CT and MRI Scans https://doi.org/10.1148/ryai.240586 #AbdRad #abdomen #ML
03.08.2025 15:15 — 👍 3 🔁 0 💬 0 📌 0
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@DukeRadiology Lung Cancer Screening set contains 2061 lung cancer screening low-dose CT scans, acquired within the past 10 years, with 3187 semiautomatically annotated nodules https://doi.org/10.1148/ryai.240248 #cancer #CT #ML
03.08.2025 11:15 — 👍 2 🔁 0 💬 0 📌 0
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The Checklist for AI in Medical Imaging addresses #AI applications that include classification, segmentation, and reconstruction of medical images
https://pubs.rsna.org/page/ai/claim #ML #DeepLearning #Radiomics
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In-depth analysis of the latest advancements in federated learning, privacy preservation & uncertainty quantification in medical imaging https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #FederatedLearning #privacy #uncertainty
03.08.2025 07:15 — 👍 3 🔁 0 💬 0 📌 0
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Retrieval-augmented generation (#RAG) integrates task-specific expert knowledge into #LLM queries https://doi.org/10.1148/ryai.240790 @uni-freiburg.de #LargeLanguageModel #NLP #AI
03.08.2025 03:15 — 👍 2 🔁 1 💬 0 📌 0
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#FederatedLearning models for #MRI #prostate segmentation and #cancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #ProstateCancer #MachineLearning #ML
02.08.2025 23:15 — 👍 4 🔁 1 💬 0 📌 0
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Structural MRI-based Computer-aided Diagnosis Models for Alzheimer Disease: Insights into Misclassifications and Diagnostic Limitations https://doi.org/10.1148/ryai.240508 #Alzheimer #transformer #AI
02.08.2025 19:15 — 👍 3 🔁 1 💬 0 📌 0
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Short history & review of annotation & labeling of medical images https://doi.org/10.1148/ryai.240631 @monganmd.bsky.social #LLM #DeepLearning #AI
02.08.2025 15:15 — 👍 3 🔁 2 💬 0 📌 0
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U-Net-generated pixel-level lung thickness maps successfully estimated total lung volume for synthetic & real radiographs https://doi.org/10.1148/ryai.240484 #ChestRad #DeepLearning #CXR
02.08.2025 11:15 — 👍 3 🔁 0 💬 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 #ArtificialIntelligence
02.08.2025 10:16 — 👍 4 🔁 1 💬 0 📌 0
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#Segmentation model with image & feature domain randomization provided automatic abdominal organ segmentation on CTs and MRIs with high accuracy & generalization https://doi.org/10.1148/ryai.240586 #abdomen #ML #MachineLearning
02.08.2025 07:15 — 👍 3 🔁 1 💬 0 📌 0
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Introducing Dr. John Mayfield https://pubs.rsna.org/page/ai/blog/introducing-dr-mayfield @doctormayfield.bsky.social @rsnasky.bsky.social @harvardmed.bsky.social #radiology #QML #ML
02.08.2025 03:15 — 👍 4 🔁 0 💬 1 📌 0
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Fine-tuning federated learning improves #ProstateCancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #FederatedLearning #MachineLearning #DeepLearning
01.08.2025 23:15 — 👍 4 🔁 0 💬 0 📌 0
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Structural MRI-based Computer-aided Diagnosis Models for Alzheimer Disease: Insights into Misclassifications and Diagnostic Limitations https://doi.org/10.1148/ryai.240508 #ALZ #MRI #neurology
01.08.2025 19:15 — 👍 2 🔁 2 💬 0 📌 0
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New Radiology: AI podcast https://rsnaradiologyai.libsyn.com/medarena-radiology-ai-being-twins-a-conversation-with-the-wu-brothers @rsnasky.bsky.social @stanford.edu @alitejanimd.bsky.social #podcast #AI #MedArena
01.08.2025 15:15 — 👍 3 🔁 1 💬 0 📌 0
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The #BraTS-Africa Dataset is the first annotated publicly available brain imaging dataset from an #African population https://doi.org/10.1148/ryai.240528 #MRI #BrainTumor #OncoRad
01.08.2025 11:15 — 👍 2 🔁 0 💬 0 📌 0
