Hesham Elhalawani
@HElhalawaniMD
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Director of Pediatric/AYA #RadOnc @BrighamRadOnc @DFBC_PedCare @HarvardMed | @Radiology_AI #SoMe Assoc. Editor | Fighting cancer with compassion, radiation & AI
Boston, MA
Joined November 2017
Thanks to the @RO_Institute funding, our team from @BrighamRadOnc @DanaFarber @harvardmed can now leverage #radiomics & #AI to identify serial š§² imaging #biomarkers for š§ radiation necrosis. An endeavor that has been co-led by my frientor and partner in crime @AyalAizer #BTAM21
Join us in celebrating the new ROI Biomarkers for #RadOnc Award winners! Learn about the projects being led by Drs. @HElhalawaniMD, David Miyamoto, @SNoticewala, @NiuSanford & @wenjiang_nano in the @ASTRO_org Blog post by Drs. @GitaSuneja & Robert Miller: https://t.co/fmHIQgceqn
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Welcome to the July #RadAIchat on "BERT models in #Radiology" moderated by @LCAdamsRad and panelists @ChunNanHsu @sohn522 @DanielTruhn @k_bressem #radiomics #AI #DL #radres @RSNA @HElhalawaniMD @cekahn Please introduce yourself and always remember to add #RadAIchat
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T5. Check out this interesting paper exploring the potential of #3Dprinted phantoms in quality control of #AI in #radiology
https://t.co/ru9t2m651D
#radaichat
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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
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P1. Which #radiology #3Dprinting application you think will benefit the most from the integration of #GenerativeAI? #radaichat
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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
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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
3D Printing in Medicine is a peer-reviewed, Open-Access journal that publishes clinically-relevant 3D printing & applied imaging research. In addition to ...
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T5. Check out @RSNAās "#3Dprinting in #RadOnc: Applications and Challenges" webinar https://t.co/LaJiMbfdU1
#RadAIchat @ASTRO_org @ARRO_org
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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. https://t.co/x9iSnzxV2w
#RadAIchat
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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 https://t.co/byJPX6137w
@FrankRybicki #RadAIchat
jacr.org
There is a paucity of utility and cost data regarding the launch of 3D printing in a hospital. The objective of this project is to benchmark utility and costs for radiology-based in-hospital 3D...
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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
pmc.ncbi.nlm.nih.gov
As threeādimensional (3D) printing becomes increasingly common in radiation oncology, proper implementation, usage, and ongoing quality assurance (QA) are essential. While there have been many...
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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 applicationāspecific such as a bolus or a surface applicator on a phantom" #RadAIchat
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T2. A quick and comprehensive guide for #RadOnc departments utilizing #3Dprinting or considering its implementation is outlined here https://t.co/obob6WwCHD
#RadAIchat @RSNA @ASTRO_org @ARRO_org
pmc.ncbi.nlm.nih.gov
As threeādimensional (3D) printing becomes increasingly common in radiation oncology, proper implementation, usage, and ongoing quality assurance (QA) are essential. While there have been many...
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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
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T1. #3Dprinted #brachytherapy surface applicators have personalized #RadOnc and boosted the operational cost-effectiveness #RadAIchat @ASTRO @RSNA @ARRO
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T1. In #RadOnc, #3Dprinting has enabled more customization of more complex anthropomorphic phantoms, simulating different tissue types and creating variable-density phantoms. #RadAIchat
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T1. Surgeons were able to accurately delineate kidney tumors with #3Dprinted color models https://t.co/cUNsyhEGbd
#RadAIchat
pmc.ncbi.nlm.nih.gov
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T1. #3Dprinting can be instrumental in identifying otherwise diagnostically challenging heart conditions, including birth defects, aneurysms, and tumors https://t.co/PWozZ9F7Uk
#RadAIchat
pmc.ncbi.nlm.nih.gov
Three-dimensional (3D) printing technologies are part of additive manufacturing processes and are used to manufacture a 3D physical model from a digital computer-aided design model as per the...
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T1. How cool would it be if orthopedic surgeons could rehearse complex š¦“fractures surgery or neurosurgeons could plan surgery for refractory epilepsy using these #3D modelsš§ https://t.co/ZiObn74PhS
#RadAIchat
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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 https://t.co/efeLeYteR1
#RadAIchat
pubs.rsna.org
Three-dimensional printed models help surgeons develop, test, and refine the surgical plan by providing the opportunity for surgical rehearsal in and outside of a digital environment.
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