MICCAI 2024 Workshop UNSURE Submissions

INFORMER- Interpretability Founded Monitoring of Medical Image Deep Learning
Shelley Zixin Shu, Aurelie Pahud de Mortanges, Alexander Poellinger, Dwarikanath Mahapatra, Mauricio Reyes
- 04 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Conformal Prediction and Monte Carlo Inference for Addressing Uncertainty in Cervical Cancer Screening
Christopher W Clark, Scott Kinder, Didem Egemen, Brian Befano, Kanan Desai, Syed Rakin Ahmed, Praveer Singh, Ana Cecilia Rodriguez, Jose Jeronimo, Silvia De Sanjose, Nicolas Wentzensen, Mark Schiffman, Jayashree Kalpathy-Cramer
- 04 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
GLANCE: Combating Label Noise using Global and Local Noise Correction for Multi-Label Chest X-ray Classification
Xianze Ai, Zehui Liao, Yong Xia
- 04 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Efficient Precision control in Object Detection Models for Enhanced and Reliable Ovarian Follicle Counting
Vincent Blot, Alexandra Lorenzo de Brionne, Ines Sellami, Olivier Trassard, Isabelle Beau, Charlotte Sonigo, Nicolas J-B. Brunel
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Uncertainty-Aware Vision Transformers for Medical Image Analysis
Franciskus Xaverius Erick, Mina Rezaei, Johanna Paula Müller, Bernhard Kainz
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detection
Harry Anthony, Konstantinos Kamnitsas
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Typicality Excels Likelihood for Unsupervised Out-of-Distribution Detection in Medical Imaging
Lemar Abdi, Amaan Valiuddin, Christiaan Viviers, Peter H.N. de With, Fons van der Sommen
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Beyond Heatmaps: A Comparative Analysis of Metrics for Anomaly Localization in Medical Images
David Zimmerer, Klaus Maier-Hein
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Information Bottleneck-based Feature Weighting for Enhanced Medical Image Out-of-Distribution Detection
Brayden Schott, Zan Klanecek, Alison Deatsch, Victor Santoro-Fernandes, Thomas Francken, Scott Perlman, Robert Jeraj
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Image-conditioned Diffusion Models for Medical Anomaly Detection
Matthew Baugh, Hadrien Reynaud, Sergio Naval Marimont, Sarah Cechnicka, Johanna Paula Müller, Giacomo Tarroni, Bernhard Kainz
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning
Gianluca Carloni, Sotirios A. Tsaftaris, Sara Colantonio
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Holistic Consistency for Subject-level Segmentation Quality Assessment in Medical Image Segmentation
Yizhe Zhang, Tao Zhou, Qiang Chen, Qi Dou, Shuo Wang
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Conformal Performance Range Prediction for Segmentation Output Quality Control
Anna M. Wundram, Paul Fischer, Michael Muehlebach, Lisa M. Koch, Christian F. Baumgartner
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components
Hermione Warr, Yasin Ibrahim, Daniel McGowan, Konstantinos Kamnitsas
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
GUARDIAN: Guarding Against Uncertainty and Adversarial Risks in Robot-Assisted Surgeries
Ufaq Khan, Umair Nawaz, Tooba Sheikh, Asif Hanif, Mohammad Yaqub
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction
Biraja Ghoshal, William Woof, Nikolas Pontikos
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Diagnose with Uncertainty Awareness: Diagnostic Uncertainty Encoding Framework for Radiology Report Generation
Sixing Yan, Haiyan Yin, Ivor Tsang, William K. Cheung
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection
Simon Gutwein, Martin Kampel, Sabine Taschner-Mandl, Roxane Licandro
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Active Learning for Scribble-based Diffusion MRI Segmentation
Jonathan Lennartz, Golo Pohl, Thomas Schultz
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone
Uncertainty-Aware Bayesian Deep Learning with Noisy Training Labels for Epileptic Seizure Detection
Deeksha Moodasarige Shama, Archana Venkataraman
- 03 Aug 2024 (modified: 01 Sept 2024)
- MICCAI 2024 Workshop UNSURE Submission
- Readers: Everyone