Stefan Winzeck

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In image analysis, we often assume subjects may be easily identified as subgroup members. But what if this information is only partially encoded in the data? Our MICCAI 2023 paper investigates "The Role of Subgroup Separability in Group-Fair Medical Image Classification". (1/6)

Network neuroscience is awesome ! 🧠But there are soo many ways to go from fMRI data to a connectome that you can analyse... 😵 Are they all just as good? Not at all! We compare 576 unique pipelines on 3 datasets across 5 different criteria, so you don't have to!

Great team effort! Thanks to all the developers, radiology readers and trials unit team!! ML reduced round 2 reading-time by 11% with equivalent diagnostic performance @profstuartaylor @GlockerBen @ProfVickyGoh @BharwaniNishat @NIHR @ImperialMed

Join us through the fascinating world of brain connectivity at @CD_MRI! 🧠🔗🔬 Hear from our keynotes: Dr. Chun-Hung Yeh 🇹🇼, Dr. Demian Wassermann 🇫🇷, and Dr. Jennifer A. McNab 🇺🇸Don't miss this unique opportunity to explore the latest advancements! #MICCAI2023 @MICCAI_Society

Very glad to share our paper was accepted at the Journal of Neurotrauma. Check out the paper published in collaboration with ⁦@CenterTBI⁩ ⁦@SWinzeck⁩ ⁦@jansijbers⁩ ⁦@vfjn2⁩ ⁦@Menon_Cambridge⁩ liebertpub.com/doi/10.1089/ne…

We are at an inflection point for the use of AI in health care. Microsoft Research’s Health Futures organization shares its work to make health care more data-driven, predictive, and precise: msft.it/6012g8Fos

Editor pick from March issue @GlockerBen & coll shed some light on how dataset biases manifest in predictive models by exploring methodology for subgroup analysis in image-based disease detection models. Read bit.ly/3lExbNr #bias #disparities #fairness

@DrSophieRichter @Prof_A_Bateman @ManleyTBIguy @vfjn2 @Menon_Cambridge @CenterTBI Congrats Dr. Dr. Sophie!

PhD viva ✅ Thank you to for a really enjoyable discussion @Prof_A_Bateman @ManleyTBIguy Thank you for all the guidance and mentorship to my fantastic supervisors @vfjn2 @Menon_Cambridge as well as the wider @CenterTBI team Excited for the next chapter!

In semantic segmentation, background samples provide key contextual information for segmenting regions of interest (ROIs). Our lastest @IEEE_TMI paper systematically investigates the effect of context labels on model learning, especially with small ROIs. arxiv.org/abs/2212.08423

Stroke multi-centre study driven by @mreyesag and colleagues. nature.com/articles/s4159…

Exciting new work by @a_bourached while visiting the #RostLab: In what situation may #deep #learning enhance the prediction of acute #stroke #severity? 👉medrxiv.org/content/10.110… #ResilientBrainLab #MRIGENIE @MGHNeurology @UCLIoN @nsanar 🥼🖥️🧠

Do you provide #CriticalCare to patients with #TBI ? We found that serum biomarkers could reduce the need for #MRI by 20-30% whilst being cost-saving Find out more in our latest paper rdcu.be/c0Gwg @Crit_Care Thanks @CenterTBI @Menon_Cambridge @vfjn2 & co-authors

ARE YOU POOLING multi-site neuroimaging data? Yes, you! ;) Do you the differences between ComBat🤺, Hierarchical Bayes regression, normative methods, + CycleGANs🚴? Johanna Bayer's guided tour explains when, why, + how to use these methods frontiersin.org/articles/10.33…

Hello neuroimagers! @CenterTBI @enigmabrains @ADNI3study Do you use multi-site #MRI data & wonder what the best ComBat harmonization method is for your data? Look @ our new paper doi.org/10.1016/j.ynir… Building on great work of @chrisdav66 @takishinohara et al Thx @vfjn2

The latest HUMAP version is out! Now, it supports reproducible results. pip install humap==0.2.1

Many MNI spaces! Also many parcellations/templates in many different spaces. This is one of my favorite resources from Lawrence et al. and JHU team: rdcu.be/cVdpw. Huge number of parcellations all in MNI152NLin6 space.

Want to run connectomics analyses🧐even in absence of DWI data? We provide a new multi-scale probabilistic atlas of the human connectome and user-friendly code to match it to your data🧠led by Yasser Aléman-Gómez @MeriBach @maxdescoteaux @pahagman et al. nature.com/articles/s4159…

@MendenMichael Congrats Michael!

Habilitation done! 🥳 German teaching qualification to become a Professor in Human Biology and Bioinformatics at Ludwig-Maximilians-Universität (LMU) Munich 😅🧫🧬🧑‍💻🙌

how star wars characters would react if you asked them to buy you pads- a thread