NHOC and NHOP can be extracted by LIFEx and are available in the next columns in .csv file resulting from Texture feature extraction: MORPHOLOGICAL_*
NHOCmax / NHOCpeak / NHOPmax / NHOPpeak
New article using LIFEx in #jnumed
Hovhannisyan-Baghdasarian N. and Co. Promising Candidate Prognostic Biomarkers in [18F]FDGPET Images: Evaluation in Independent Cohorts ofNon–Small Cell Lung Cancer Patients. J Nucl Med 2024; 00:1–8.
https://t.co/w7zdgYOHEy
Enjoy! #radiomics
At #eccv2022 this week:
High benchmark performance doesn't mean the model learned the desired task! We show how to train variants of a model (same arch/data/test performance) that diverge in the features they rely on & with different OOD performance. ⬇️⬇️
https://t.co/xCIMKCF0SZ
#LIFEx v7.3.0 out! Major novelties are improved screenshot tools, MIP improvement and landmark links to coordinates, TMTV cohort scripting, new #features, ROI panel undo options, and more! Feel free to try on your #medicalimaging research!
https://t.co/qPyFGKtgcH
Smart way to target and kill cancer cells: find their footprint in the environment and shoot them right there -> this is FAP; this is #theranostic; this is #NucMed (a.k.a. the best specialty in medicine)
#LIFEx v7.2.0 is now available with improved calculations, new #features and new measurements! Feel free to see the novelties on our website and try them yourself on your #radiomics projects!
https://t.co/e0nrbNDtBX
https://t.co/pyXtWNoMXM
From medical imaging to #art, to the world, and elsewhere! Interesting blog using #LIFEx for local #texture analyzes in #MedicalImaging, but not only!
Want to take full advantage of the basic and advanced features of #LIFEx 7.1.7? Feel free to take a look at our video tutorials here!
https://t.co/s3Uv7SrycJ
#Disctinction | Félicitations à Irène Buvat, lauréate du prix Avenir @RubanRose 2021 🎖️ Une prestigieuse reconnaissance pour ses travaux innovants associant imagerie & #IA dans la détection précoce des métastases de #CancerDuSein. Nous sommes très fiers ▶️ https://t.co/mvopkCy8ii
Have you tried the LIFEx #MTV protocol? It gives the possibility to compute the TMTV and Dmax features with some variants.
Whole body features have shown their #prognostic value in patients with #lymphoma [1] and #lungcancer [2].
Download link: https://t.co/6LhPBKrsyu
I love this article in JNM, especially the fourth item: it has to be explainable. Algorithms can't just show correlations, but be used to help better understand a question and form hypotheses! https://t.co/XmszomMQfW
A reference checklist for any developer or user of an AI method in (#NucMed) science: Does it have a true effect? Is it reproducible? But most importantly, is it useful and can it be explained? https://t.co/yVuOBS8hJd
LIFEx v7.0.0 now available!
Feel free to see what is new here: https://t.co/xEsKHv6i9r
We thank all users for their feedback and suggestions. We took into account your comments to enhance the software and produce this version.
We hope you will enjoy #radiomics with it!