DALI@MICCAI

Keyphrases

Publications

volume 14379, 2024

Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, DALI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings DALI@MICCAI 14379 (2024)

2023

Benjamin El-Zein, Dominik Eckert, Thomas Weber, Maximilian Rohleder, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier
A Realistic Collimated X-Ray Image Simulation Pipeline. DALI@MICCAI (2023)
Mikhail Papkov, Kaupo Palo, Leopold Parts
Self-supervised Single-Image Deconvolution with Siamese Neural Networks. DALI@MICCAI (2023)
Emmanuel Oladokun, Musa Abdulkareem, Jurica Sprem, Vicente Grau
Transesophageal Echocardiography Generation Using Anatomical Models. DALI@MICCAI (2023)
Antanas Kascenas, Chaoyang Wang, Patrick Schrempf, Ryan Grech, Hui Lu Goh, Mark Hall, Alison Q. O'Neil
Clinically Focussed Evaluation of Anomaly Detection and Localisation Methods Using Inpatient CT Head Data. DALI@MICCAI (2023)
Hari Sreedhar, Guillaume P. R. Lajoinie, Charles Raffaelli, Hervé Delingette
Active Learning Strategies on a Real-World Thyroid Ultrasound Dataset. DALI@MICCAI (2023)
Fengming Lin, Yan Xia, Nishant Ravikumar, Qiongyao Liu, Michael MacRaild, Alejandro F. Frangi
Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels. DALI@MICCAI (2023)
Xianchao Guan, Yifeng Wang, Yiyang Lin, Yongbing Zhang
Data Augmentation Based on DiscrimDiff for Histopathology Image Classification. DALI@MICCAI (2023)
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation. DALI@MICCAI (2023)
Xianze Ai, Zehui Liao, Yong Xia
URL: Combating Label Noise for Lung Nodule Malignancy Grading. DALI@MICCAI (2023)
Jorge Badilla-Solórzano, Nils-Claudius Gellrich, Thomas Seel, Sontje Ihler
Modular, Label-Efficient Dataset Generation for Instrument Detection for Robotic Scrub Nurses. DALI@MICCAI (2023)
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring
Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology Reports. DALI@MICCAI (2023)
Shijie Li, Mengwei Ren, Thomas Ach, Guido Gerig
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis. DALI@MICCAI (2023)
Navid Rabbani, Adrien Bartoli
A Unified Approach to Learning with Label Noise and Unsupervised Confidence Approximation. DALI@MICCAI (2023)
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
Zero-Shot Learning of Individualized Task Contrast Prediction from Resting-State Functional Connectomes. DALI@MICCAI (2023)
Takumi Okuo, Kazuya Nishimura, Hiroaki Ito, Kazuhiro Terada, Akihiko Yoshizawa, Ryoma Bise
Proportion Estimation by Masked Learning from Label Proportion. DALI@MICCAI (2023)
Shaoju Wu, Sila Kurugol, Andy Tsai
Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant Abuse. DALI@MICCAI (2023)

2022

volume 13567, 2022

Data Augmentation, Labelling, and Imperfections - Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings DALI@MICCAI 13567 (2022)