Thanks to the @RO_Institute funding, our team from @BrighamRadOnc @DanaFarber @harvardmed can now leverage #radiomics & #AI to identify serial 🧲 imaging #biomarkers for 🧠 radiation necrosis. An endeavor that has been co-led by my frientor and partner in crime @AyalAizer #BTAM21

RT @Radiology_AI: Welcome to the July #RadAIchat on "BERT models in #Radiology" moderated by @LCAdamsRad and panelists @ChunNanHsu @sohn522…

T5. Check out this interesting paper exploring the potential of #3Dprinted phantoms in quality control of #AI in #radiology #radaichat

T5. In #RadOnc #3Dprinting, material choice and optimal printing parameters optimization and whether #AI can contribute to this effort remain an interesting area of active #research #RadAIchat

RT @Radiology_AI: P1. Which #radiology #3Dprinting application you think will benefit the most from the integration of #GenerativeAI? #rada…

T5. In #RadOnc, there is a need for more guidance on the proper implementation, use, and ongoing QA of the #3Dprinting technology and workflows. #RadAIchat

RT @FrankRybicki: T2: #segmentation is essential part of any #3D work and the one place where #AI is absolutely proven to be effective is f…

T5. Check out @RSNA’s "#3Dprinting in #RadOnc: Applications and Challenges" webinar #RadAIchat @ASTRO_org @ARRO_org

T5. In #RadOnc, #3D printing enabled customization of treatment accessories, e.g. bolus design. A bolus is a treatment device placed on the skin surface during treatment for more conformal radiation delivery, esp. for irregular surface contours. #RadAIchat

T2. The utility and cost of launching and maintaining a #radiology based in-hospital #3Dprinting system could impose another challenge. Benchmark analyses exist to inform healthcare budgets and boost cost-effectiveness @FrankRybicki #RadAIchat

T2. The #3Dprinting system #QA in #RadOnc includes: visual, geometric, air gap, density, dosimetric, and brachytherapy catheter passage and locking evaluation #RadAIchat @ASTRO_org @RSNA @ARRO_org

T2. "Printing benchmarking devices and performing a comprehensive assessment. Benchmarking devices can be objects with simple, known geometries, such as a cylinder, or can be more complex and application‐specific such as a bolus or a surface applicator on a phantom" #RadAIchat

T2. #QualityAssurance is essential to comprehensive process establishment and maintenance. The data conversion and #3Dprinting processes contain risks of numerous systematic errors, which may backfire in the later steps #RadAIchat

T1. #3Dprinted #brachytherapy surface applicators have personalized #RadOnc and boosted the operational cost-effectiveness #RadAIchat @ASTRO @RSNA @ARRO

T1. Check out @RSNA's #3Dprinting Special Interest Group (SIG) #RadAIchat

T1. In #RadOnc, #3Dprinting has enabled more customization of more complex anthropomorphic phantoms, simulating different tissue types and creating variable-density phantoms. #RadAIchat

T1. Surgeons were able to accurately delineate kidney tumors with #3Dprinted color models #RadAIchat

T1. #3Dprinting can be instrumental in identifying otherwise diagnostically challenging heart conditions, including birth defects, aneurysms, and tumors #RadAIchat

T1. How cool would it be if orthopedic surgeons could rehearse complex 🦴fractures surgery or neurosurgeons could plan surgery for refractory epilepsy using these #3D models🧠 #RadAIchat

T1. One tangible application of #3Dprinting has been surgical planning, where #3Dprinting helps bridge the gaps between radiologists and surgeons. Imagine a spine surgeon reviewing #3D spine models before fixing scoliosis or other deformities #RadAIchat