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T - 6 hours: Don't miss tonight's #RadAIchat at 8 PM ET on "#AI & #3Dprinting in #Radiology" moderated by Suely Fazio Ferraciolli and panelists Frank Rybicki Hesham Elhalawani #radiomics #AI #DL #radres RSNA Charles Kahn, MD

T1. Most participants on #radAIchat knows about how #AI can improve .DCM image acquisition. I am confident that next-gen radiology depends on surface mesh files - Hesham Elhalawani told me to not be too controversial. Making good surface mesh files requires standardization!

T1. To learn about #surfacemesh & we use it, please review pp. 1-46 of the book. It’s just 3 chapters! Every single #robotics, #fluid dynamics, #virtualreality case uses surface mesh files. Table 1.1 from JustinRyan3D

T1. #Final Anatomic Representation. Key #radAIchat concepts. Your ‘ultimate’ surface mesh file for patient care. It can be straight anatomy, or it can be a device that you have created from someone’s anatomy, like a patient-specific cutting guide.

T1. Check out RSNA's #3Dprinting Special Interest Group (SIG) rsna.org/membership/inv… #RadAIchat

T2: #segmentation is essential part of any #3D work and the one place where #AI is absolutely proven to be effective is for #segmentation #radAIchat. See journal: threedmedprint.biomedcentral.com

T2. The #3Dprinting system #QA in #RadOnc includes: visual, geometric, air gap, density, dosimetric, and brachytherapy catheter passage and locking evaluation #RadAIchat ASTRO RSNA ARRO ncbi.nlm.nih.gov/pmc/articles/P…

Once you have the #FinalAnatomicRepresentation, there are (at least) 4 basics ways you can use it. Ideas on what they are? #radAIchat

T5. #LLMs can be used to provide #3D printing education. @aakanksha_s1986 has a great paper on this. #radAIchat You can download it here: threedmedprint.biomedcentral.com/articles/10.11…

ChatGPT & 12 specific queries. For PubMed lit searches. Ask LLM for direct, relevant articles? You get hallucinated ones. However, if you ask LLM to generate the Boolean logic for Pubmed, it works with no glitches. @aakanksha_s1986 published it. Now I use this trick! #radAIchat

T3. View as a #3dPDF #VirtualReality input, #augmentedreality. Also, as imput for computational fluid dynamics (e.g. FFR estimates) #3Dprinting. #radAIchat ALL of these next gen radiology applications hinge on the surface mesh files

Check out my latest article: Surface Mesh files in Medicine - expanded scope for 3D Printing in Medicine (Q1 medical journal) linkedin.com/pulse/surface-… via LinkedIn

⁦Delta⁩ Getting into lounge should not be that hard!!

Check out my latest article: University of Arizona College of Medicine - Phoenix Medical Student Presentation at the 2024 Annual Meeting of the RSNA linkedin.com/pulse/universi… via LinkedIn

Locking in.

South Mountain now Christmas Eve

Moon tonight from S mountain. This is a “moon halo”?!?! Amazing - just reg pic from cell phone

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