#AutoContouring
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bjr-radiology.bsky.social
Research Article
Real-world performance evaluation of commercial autocontouring software for head and neck cancer radiotherapy
bit.ly/47cvJ8K
#Radiology #OpenAccess
October 16, 2025 at 3:31 PM
nethertonians.bsky.social
Take a look at how machine learning QA performs on data from other clinics.

www.sciencedirect.com/science/arti...

External validation of an algorithm to detect vertebral level mislabeling and autocontouring errors - ScienceDirect
#machinelearning #radiotherapy
June 9, 2025 at 8:13 PM
antjehellwich.bsky.social
Integrating #MRI into #Radiotherapy for #ProstateCancer:
Putz et al. @fau.de share their MRI-guided RT workflow—incl. synthetic CT, MR-based OAR autocontouring & AI postprocessing.
📄 marketing.webassets.siemens-healthineers.com/b0530f15a0c0...

#OncoSky #MedPhys #MagnetomWorld #SiemensHealth
Integrating MRI into Radiotherapy: Insights from Clinical Implementation of an MRI-Guided Workflow for Prostate Cancer by Philipp Schubert, M.D; Florian Putz, M.D.; et al. (Department of Radiation Oncology, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany) Integrating MRI into radiotherapy (RT) planning has significantly advanced prostate cancer treatment. Superior soft tissue contrast enables precise delineation of the prostate, accurate identification of dominant intraprostatic lesions, and clear differentiation of surrounding organs—resulting in highly personalized treatment strategies. At the Department of Radiation Oncology, Universitätsklinikum Erlangen, a combined MRI planning and RT treatment planning workflow has been developed. It includes standardized patient preparation, dedicated imaging in the treatment position, synthetic CT, and deep learning postprocessing. While implementing the comprehensive MR-guided planning protocol, the team learned to optimize multiple aspects, including: - Changing the medium used for filling the rectal balloon - Avoiding fiducial marker implantation prior to MRI - Implementing an in-house solution for reversed gradient polarity correction of single-shot EPI sequences The recent incorporation of MR-based pelvic OAR autocontouring has considerably reduced clinical workload and is particularly promising for MR-only workflows. Combining RT-optimized MRI with #AI postprocessing applications could be crucial in facilitating advanced MR-guided treatment concepts such as focal dose boost and neurovascular sparing.
May 6, 2025 at 10:37 AM
mimsoftware.com
🙌 We're thrilled that so many have joined us in #ESTRO25 booth 340! If you haven't stopped by yet, the MIM team is still here in Vienna and ready to help you:

👉 Schedule a demo: bit.ly/4koszUD

#RadiationOncology #RadOnc #VendorNeutral #AutoContouring #Theranostics #MedPhys
May 5, 2025 at 12:15 PM
mimsoftware.com
#ESTRO25 is underway in Vienna! join us in booth 340 to see how MIM Maestro can help increase confidence in reirradiation.

👉 Reserve an in-booth meeting: bit.ly/4jW9sAJ

#RadiationOncology #RadOnc #VendorNeutral #Reirradiation #AutoContouring #Theranostics
May 2, 2025 at 6:43 PM
mimsoftware.com
Meet MIM at #ESTRO25! Schedule your in-booth demo now: bit.ly/3ECXMny

We're excited to connect with you and share our vendor-neutral solutions for #Reirradiation, zero-click AI #AutoContouring, #Theranostics, and more.

See you in Vienna!

#RadiationOncology #RadOnc
April 25, 2025 at 1:59 PM
mimsoftware.com
How much time and effort can AI auto-contouring save? Join our upcoming webinar to see how a clinic evaluated AI auto-contouring in Contour ProtégéAI+ and compared it to manual contouring.

Register now: bit.ly/3EDNtzA

#RadiationOncology #RadOnc #AI #AutoContouring
April 24, 2025 at 3:56 PM
clairepoole.bsky.social
#Lung #radiation #therapy and #autocontouring 👇👇
March 2, 2025 at 10:23 PM
sarahbarrett-1.bsky.social
Pleased to be able to use my first blue-sky post to share work I supervised alongside @clairepoole.bsky.social by recent #TCD #RTT graduate Keeva Moran, reviewing the literature on AI autocontouring in lung RT. Check it out in the link 👇

www.phiro.science/article/S240...
Evaluating deep learning auto-contouring for lung radiation therapy: A review of accuracy, variability, efficiency and dose, in target volumes and organs at risk
Accurate delineation of target volumes (TVs) and organs at risk (OARs) is a prerequisite for precise lung radiation therapy to produce optimal treatment plans [1]. TV delineation in lung cancer has hi...
www.phiro.science
February 28, 2025 at 2:22 PM
ciaranmalone.bsky.social
QA of autocontouring systems is not quite like traditional QA on a Linac:

- Interestingly, for ongoing QA day-to-day, only qualitative evaluation is recommended.

- However, broader Post-implementation monitoring is also recommended using Geometric, dosimetric, and qualitative metrics.
November 20, 2024 at 11:26 PM
nexperion.net
The first of a series of new #SerialEM tutorial videos is online - Autocontouring of Grid Squares. 🎉 Let us know what you think and what topics you would like to see covered in the future!
Autocontouring of Grid Squares
This is "Autocontouring of Grid Squares" by SerialEM Tutorials on Vimeo, the home for high quality videos and the people who love them.
vimeo.com
September 19, 2024 at 6:39 PM