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UNSURE workshop 2025 @UNSURE_Workshop

This workshop serves as a platform for the MICCAI community to discuss and debate crucial aspects of safety and uncertainty in medical image applications.

Joined May 2019
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UNSURE workshop 2025@UNSURE_Workshop
19 May 2025
The 7th edition of the UNSURE Workshop is happening in Daejeon, South Korea!

📅 Deadline: June 25, 2025
🌐 unsuremiccai.github.io 
🤝 With the UQinMIA Tutorial: sites.google.com/view/uqinmi… #MICCAI2025 #ML #MedTech #AIinHealthcare #UncertaintyQuantification #CallForPapers

ALT Happy Welcome Back GIF by Unblocked
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UNSURE workshop 2025 retweeted
Harry Anthony@HarryEJAnthony
11 Nov 2024
🔊 Excited to share you can watch my presentation on ‘A critical analysis of OOD detection’ on YouTube! This was presented at @UNSURE_Workshop at MICCAI 2024. #MICCAI #MICCAI2024 @MiccaiStudents @MICCAI_Society 🧐 Check it out now: youtu.be/aLJhQsk4IDY?feature…
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Thank you to everyone who attended #UNSURE2024 in Marakkech #MICCAI2024. Both the oral and poster sessions were full of crowds. Congratulations to @AnnaMWundram and @GutweinSimon for winning the best paper awards. Looking forward to seeing everyone in Daejeon at #MICCAI2025.
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CIR Lab@cir_lab
10 Oct 2024
Congratulations @GutweinSimon on receiving the Best Poster Presentation Award of the #MICCAI2024 @UNSURE_Workshop 🎉 for the publication “Fishing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection. Proceedings are online now➡️ link.springer.com/chapter/10…
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Meritxell Bach Cuadra@MeriBach
10 Oct 2024
Great keynote today at @UNSURE_Workshop and UQinMIA tutorial by @MichelDojat on multimodal aspects of Uncertainty Quantification. Thanks all that came early today to participate!
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Really good crowd at our poster session!! Come by poster room and get to know more about recent developments in machine learning safety for medical image analysis!! #MICCAI2024
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Olivieraie room is quickly filling up. Come by and grab your seat for our tutorial session. #MICCAI2024
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#MICCAI2024 is still not over!!! Come by #UNSURE2024 workshop if you are interested in safety aspect of machine learning in medical imaging. Room: Oliveraie in the conference center We start with amazing tutorial sessions: sites.google.com/view/uqinmi…
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This is followed by a spotlight session of 5 mins. Videos are already available on our YouTube channel: youtube.com/playlist?list=PL…
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Then poster session in the conference session during coffee break. After coffee we have an amazing keynote by: Prof. @MichelDojat This followed by a long oral session. We end the workshop with a panel discussion and closing ceremony. Looking forward to seeing everyone.
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Hermione Warr@Hermionegrace76
4 Oct 2024
📢 New publication to be presented at @UNSURE_Workshop at #MICCAI2024! 📃🦾 Improving the reliability of AI radiology report generation models through a quality control framework! 👀 Check out our research: arxiv.org/abs/2407.21638 🧵 (1/5)
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#20: Information Bottleneck-based Feature Weighting for Enhanced Medical Image OoD Detection by Brayden Schott et al. #MICCAI2024 📜: openreview.net/forum?id=Mshe… 📽️: youtu.be/mEhkwVmRhzk?feature…
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Christiaan Viviers@Chris_Viviers
3 Oct 2024
Proud to have our paper on typicality-based OOD detection presented at #MICCAI2024 #UNSURE!💡 By measuring how typical an image is, instead of its likelihood - we’re pushing the boundaries of anomaly detection in medical imaging.
UNSURE workshop 2025@UNSURE_Workshop
30 Sep 2024
#11: Typicality excels likelihood by Lemar Abdi et al. #MICCAI2024 Tl,Dr: It explores typicality for unsupervised OOD detection in medical imaging, achieving SOTA performance in identifying abnormalities! 📜: openreview.net/forum?id=a5Z1… 📽️: youtu.be/m1HC8SBv2HY?feature…
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#19: INFORMER by Zixin Shu, @mreyesag, et al. #MICCAI2024 Tl,Dr: New QC method enhances interpretability and uncertainty estimation in multi-label classification on CheXpert dataset, achieving higher F1 scores. 📜: openreview.net/forum?id=pANT… 📽️: youtu.be/UhWyoaFwlig?feature…
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Harry Anthony@HarryEJAnthony
4 Oct 2024
📣 New publication to be presented at @UNSURE_Workshop #MICCAI2024! ⚠️Individual #outofdistribution detection methods have strengths and weaknesses. 💡 Combining complementary methods can mitigate their weaknesses! 🧐 Dive into our research: link.springer.com/chapter/10… 🧵(1/10)
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#18: Conformal Prediction in cancer screening by Christopher Clark, @kalpathy1, et al. #MICCAI2024 Tl,Dr: It compares MC dropout and CP for uncertainty estimation in cervical cancer screening! 📜: openreview.net/forum?id=z9bJ… 📽️: youtu.be/FNzWcHmm_vw?feature…
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#17: GLANCE by Xianze Ai et al., #MICCAI2024 Tl,Dr: The framework uses global and local noise correction to enhance multi-label classification in chest X-rays, improving diagnostic accuracy and reliability! 📜: openreview.net/forum?id=3P0b… 📽️: youtu.be/MWLr9WItlRU?feature…
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#16: Uncertainty-Aware BDL for Seizure Detection by @shama_deeksha & @ArchanaVen. #MICCAI2024 Tl,Dr: BUNDL mitigates label uncertainty in EEG-based seizure detection, enhancing performance and reducing false predictions! 📜: openreview.net/forum?id=xWbV… 📽️: youtu.be/gbpoL6yUB70?feature…
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#15: Efficient Precision control by @vincent_blot28 et al. #MICCAI2024 Tl,Dr: It enhances precision-recall in image analysis for ovarian follicle quantification, improving F1-score without retraining! 📜: openreview.net/forum?id=pqyC… 📽️: youtu.be/q_OYMwYsoLA?feature…
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#14: Uncertainty Aware ViT by @FXErick2, @BernhardKainz1 et al. #MICCAI2024 Tl,Dr: New stochastic ViT enhances uncertainty estimation and performance in medical imaging, improving reliability for critical applications! 📜: openreview.net/forum?id=UPHy… 📷: youtu.be/Yg8qey9U9m8?feature…
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