DEMI@MICCAI

Publications

2023

Ziyang Wang, Irina Voiculescu
Weakly Supervised Medical Image Segmentation Through Dense Combinations of Dense Pseudo-Labels. DEMI@MICCAI (2023)
Stefan Denner, Jonas Scherer, Klaus Kades, Dimitrios Bounias, Philipp Schader, Lisa Kausch, Markus Bujotzek, Andreas Michael Bucher, Tobias Penzkofer, Klaus H. Maier-Hein
Efficient Large Scale Medical Image Dataset Preparation for Machine Learning Applications. DEMI@MICCAI (2023)
Wenyue Jin, Rema Daher, Danail Stoyanov, Francisco Vasconcelos
A Self-supervised Approach for Detecting the Edges of Haustral Folds in Colonoscopy Video. DEMI@MICCAI (2023)
Glejdis Shkëmbi, Johanna P. Müller, Zhe Li, Katharina Breininger, Peter J. Schüffler, Bernhard Kainz
Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis. DEMI@MICCAI (2023)
Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Cristian A. Linte
Improving Medical Image Classification in Noisy Labels Using only Self-supervised Pretraining. DEMI@MICCAI (2023)
Michael Young, Zixin Yang, Richard Simon, Cristian A. Linte
Investigating Transformer Encoding Techniques to Improve Data-Driven Volume-to-Surface Liver Registration for Image-Guided Navigation. DEMI@MICCAI (2023)
Ronast Subedi, Rebati Raman Gaire, Sharib Ali, Anh Nguyen, Danail Stoyanov, Binod Bhattarai
A Client-Server Deep Federated Learning for Cross-Domain Surgical Image Segmentation. DEMI@MICCAI (2023)
Anita Rau, Binod Bhattarai, Lourdes Agapito, Danail Stoyanov
Task-Guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy. DEMI@MICCAI (2023)
Michal Byra, Ziemowit Klimonda, Jerzy Litniewski
Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification. DEMI@MICCAI (2023)
Ajay Pyatha, Ziang Xu, Sharib Ali
Vision Transformer-Based Self-supervised Learning for Ulcerative Colitis Grading in Colonoscopy. DEMI@MICCAI (2023)
Thomas Dowrick, Long Chen, João Ramalhinho, Juana González-Bueno Puyal, Matthew J. Clarkson
Procedurally Generated Colonoscopy and Laparoscopy Data for Improved Model Training Performance. DEMI@MICCAI (2023)

volume 14314, 2023

Data Engineering in Medical Imaging - First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings DEMI@MICCAI 14314 (2023)