UNSURE workshop 2025

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

[UNSURE workshop 2025 @UNSURE_Workshop]

The 7th edition of the UNSURE Workshop is happening in Daejeon, South Korea!

📅 Deadline: June 25, 2025
🌐 https://t.co/u3Jg85IlJc

🤝 With the UQinMIA Tutorial: https://t.co/eMgIa6OhJN

#MICCAI2025 #ML #MedTech #AIinHealthcare #UncertaintyQuantification #CallForPapers

[Harry Anthony @HarryEJAnthony]

🔊 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:
https://t.co/qKk7JsAjPY

[UNSURE workshop 2025 @UNSURE_Workshop]

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.

[CIR Lab @cir_lab]

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➡️ https://t.co/JfC2Cnroat

[Meritxell Bach Cuadra @MeriBach]

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!

[UNSURE workshop 2025 @UNSURE_Workshop]

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

[UNSURE workshop 2025 @UNSURE_Workshop]

Olivieraie room is quickly filling up. Come by and grab your seat for our tutorial session. #MICCAI2024

[UNSURE workshop 2025 @UNSURE_Workshop]

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.

[UNSURE workshop 2025 @UNSURE_Workshop]

#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: https://t.co/QNaTl7LlZ0

[UNSURE workshop 2025 @UNSURE_Workshop]

This is followed by a spotlight session of 5 mins.

Videos are already available on our YouTube channel:

https://t.co/XdL3Mf1KbD

[Hermione Warr @Hermionegrace76]

📢 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: https://t.co/nabGxXMXe0

🧵 (1/5)

[UNSURE workshop 2025 @UNSURE_Workshop]

#20: Information Bottleneck-based Feature Weighting for Enhanced Medical Image OoD Detection by Brayden Schott et al. #MICCAI2024

📜: https://t.co/qyebmNNnAP
📽️: https://t.co/LgyZq3uUoS

[Christiaan Viviers @Chris_Viviers]

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]

#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.

📜: https://t.co/tMgKqW2z15
📽️: https://t.co/BrN6W0NUw3

[Harry Anthony @HarryEJAnthony]

📣 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: https://t.co/Hb0sAuSm9S
🧵(1/10)

[UNSURE workshop 2025 @UNSURE_Workshop]

#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!

📜: https://t.co/NE8VeqPrL1
📽️: https://t.co/fTn3LPsr7S

[UNSURE workshop 2025 @UNSURE_Workshop]

#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!

📜: https://t.co/9ZPWiGSBMt
📽️: https://t.co/HksyNol0c6

[UNSURE workshop 2025 @UNSURE_Workshop]

#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!

📜: https://t.co/s5Aoeph0Xw
📽️: https://t.co/025XabU3BG

[UNSURE workshop 2025 @UNSURE_Workshop]

#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!

📜: https://t.co/grPRlFYXfr
📽️: https://t.co/2OSwMAn53H

[UNSURE workshop 2025 @UNSURE_Workshop]

#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!

📜: https://t.co/BqtlR1pzIS
📷: https://t.co/dZivnREHPB