🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Radiology: Artificial Intelligence For CV or other clinical application, clinical usefulness is more important than overall accuracy. Especially obvious for imbalanced data. Patient and societal outcomes is the ideal, but at the moment they are often problematic to obtain. #RadAIchat

Machine learning is revolutionizing healthcare, but solutions that perform favorably in research generally do not translate well to clinical practice. How can we best select performance metrics? Join Lena Maier-Hein New: @lena-maier-hein.bsky.social in this Integrative Biomedical Imaging Informatics (IBIIS) seminar. stanford.io/3yKxD0O

UNCOVERING problems is good, SOLVING them is even better. To address pitfalls of #imageanalysis validation (arxiv.org/abs/2104.05642) we have compiled the 🕶️METRICS RELOADED framework🕶️: arxiv.org/abs/2206.01653 Now challenge us, help us, join us! onlinesurvey.dkfz.de/index.php/4543… 1/

Do you need a ⚖️metric recommendation⚖️for your biomedical imaging use case? 💡We are happy to help! 💡 Please share your use case ideally by responding to Q 20 of: onlinesurvey.dkfz.de/index.php/4543… (all other fields may be left empty), otherwise send PM. Further information:

Hello world 👋 We are the MICCAI Special Interest Group (SIG) for Challenges! Our aim is to unite forces across societies/communities to establish best practices for image analysis validation with a special focus on biomedical image analysis challenges/competitions🥇1/

DSC, IoU, AUC, F1 score, AP… What is the right validation metric for my problem? To address pitfalls of #imageanalysis validation (arxiv.org/abs/2104.05642) MICCAI and several other initiatives compiled the 🕶️METRICS RELOADED framework🕶️: arxiv.org/abs/2206.01653 1/

Join us for the first MICCAI SIG for Challenges Webinar "How to win a challenge?", hosted by MICCAI SIG for Challenges in collaboration with the MSB. 🗓️ July 14th, 2022 at 1pm GMT (9am EDT, 3pm CEST, 9pm CST) 🔗 Free registration: bit.ly/BIAS0714

How do you win an international image analysis competition?🏆 Let’s ask the experts👇🏻👇🏻👇🏻

You are interested in how to win a competition? Join our webinar! 👇

A great first webinar by MICCAI SIG for Challenges with wonderful insights by James Howard, Fabian Isensee! In case you missed it, the recording will be made publicly available 😄 Follow MICCAI SIG for Challenges, MICCAI Students for updates

More than 3 years in the making, the Medical Segmentation Decathlon challenge paper is finally out in Nature Communications. MSD aimed to investigate the feasibility and accuracy of general purpose medical image segmentation AI models. nature.com/articles/s4146…

Delighted to share the recording of our first SIG webinar, jointly organized with MICCAI Students: youtube.com/watch?v=w0hyV7…

There is still time to participate in the #EndoVis #MICCAI2022 Visit endovis.grand-challenge.org for info Stefanie Speidel@NCTDresden Lena Maier-Hein New: @lena-maier-hein.bsky.social Dan Stoyanov Annika Reihl Sophia Bano CAMMA WEISS The Hamlyn Centre Intuitive @sharib MICCAI #biomedicalchallenges

@BVM_workshop Universitätsklinikum Heidelberg lalith #Metric definition for #point detection is important. We show this on the #ACDC cohort and released #novel #labels (Right ventricular insertion points). #CardioTwitter @BVM_workshop github.com/cardio-ai/rvip… Aligns nicely with the general metric discussion by Annika Reihl et al.!

❗️Feedback time! How can we improve challenges?📋 Many challenges don't include all participants as co-authors because 1) journals may limit the author number or 2) poorly performing methods (only wanting authorship) shouldn't be acknowledged. What's a good authorship policy?🤔1/

Do you wonder how to best run your challenge? Which platform should you use? Join our next webinar on how to run a challenge! MICCAI Students MICCAI 🗓️ Oct 25th, 2022 at 9am EDT, 3pm CEST 🔗 Free registration: bit.ly/BIAS1025

Delighted to share the recording of our MICCAI SIG webinar, jointly organized with MICCAI Students : youtu.be/t966TmXIjb0

🔥MISSION COMPLETE🔥 After 2.5 yrs, numerous workshops, surveys and expert group meetings and with contributions from > 150 researchers we converged to a joint 🕶️🕶️🕶️METRICS RELOADED consensus recommendation 🕶️🕶️🕶️ arxiv.org/abs/2206.01653. Update: 1/

The KiTS challenge is back with an expanded training set of 489 cases, brand new test set of 110 cases, and the addition of a new contrast phase! Help us advance the field & improve patient outcomes. Download the data today & compete for the $5,000 prize! kits-challenge.org/kits23

The MONAI Meetup by NVIDIA is underway, with “Metrics Reloaded” by Annika Reinke #MIDL2023