LIFEx
47 posts
LIFEx
@__LIFEx__
Fast, easy-to-use & free! LIFEx is a freeware enabling calculation of a broad range of #radiomics and image indices from #PET, #MRI, #US and #CT.
France Beigetreten Şubat 2018
47 Folgt103 Follower
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.
doi.org/10.2967/jnumed…
Enjoy! #radiomics
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Thank you for your kind words Ane, it was a real pleasure to participate in #NACP2023 !
Ane Appelt@cancerphysicist
Look at all these cool #medphys #AI women! 🤩 The #NACP2023 organisers have demonstrated that it’s immensely feasible to plan a high quality scientific programme with great gender balance - many more than the ones shown here. @IreneBuvat this morning was a real highlight for me
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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. ⬇️⬇️
arxiv.org/abs/2207.02598
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#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!
lifexsoft.org
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Features harmonization. An important topic in Radiomics!!! @bigdata_4imag Very nice talk by @FOrlhac @LitoCurie
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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)
JNM@JournalofNucMed
Targeting FAP for #cancer therapy: A case series of 9 patients. ow.ly/cWrH50IW15s Theranostics = #PrecisionOncology #PETimaging @jusferdinandus
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#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!
lifexsoft.org/index.php/prod…
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antonellogalati.com
From medical imaging to #art, to the world, and elsewhere! Interesting blog using #LIFEx for local #texture analyzes in #MedicalImaging, but not only!
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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!
lifexsoft.org/index.php/reso…
GIF
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Interinstitutional Portability of a Deep Learning Brain MRI Lesion Segmentation Algorithm doi.org/10.1148/ryai.2… @DrDreMDPhD @NeuroDX @UCSFImaging #DeepLearning #ML #MachineLearning
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#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 ▶️ ow.ly/bzpC50GnuKb
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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: lifexsoft.org/index.php/down…
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SNMMI 2021 Image of the Year: PET Imaging Measures Cognitive Impairment in COVID-19 Patients. Congratulations! #SNMMI21 #COVID19 #PETimaging #MedicalResearch
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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! jnm.snmjournals.org/content/62/6/7…
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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? tinyurl.com/w56mmyy5
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Congratulations again to David Wallis member of @HYBRID2020, from all LITO @institut_curie members for your #PhD defense and your excellent presentation on #DeepLearning applied to #MedicalImaging and #radiomics! See you soon to celebrate!
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LIFEx v7.0.0 now available!
Feel free to see what is new here: lifexsoft.org/index.php/prod…
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!
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