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会议文集

文集名	Data Augmentation, Labelling, and Imperfections
会议名	3rd International Workshop on Data Augmentation, Labelling, and Imperfections (DALI 2023), Held in Conjunction with MICCAI 2023
中译名	《第三届国际数据扩充、标签和缺陷讨论会》
会议日期	October 12, 2023
会议地点	Vancouver, BC, Canada
出版年	2024
馆藏号	352828

题名	作者	出版年
URL: Combating Label Noise for Lung Nodule Malignancy Grading	Xianze Ai; Zehui Liao; Yong Xia	2024
Zero-Shot Learning of Individualized Task Contrast Prediction from Resting-State Functional Connectomes	Minh Nguyen; Gia H. Ngo; Mert R. Sabuncu	2024
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis	Shijie Li; Mengwei Ren; Thomas Ach; Guido Gerig	2024
A Unified Approach to Learning with Label Noise and Unsupervised Confidence Approximation	Navid Rabbani; Adrien Bartoli	2024
Transesophageal Echocardiography Generation Using Anatomical Models	Emmanuel Oladokun; Musa Abdulkareem; Jurica Sprem; Vicente Grau	2024
Data Augmentation Based on DiscrimDiff for Histopathology Image Classification	Xianchao Guan; Yifeng Wang; Yiyang Lin; Yongbing Zhang	2024
Clinically Focussed Evaluation of Anomaly Detection and Localisation Methods Using Inpatient CT Head Data	Antanas Kascenas; Chaoyang Wang; Patrick Schrempf; Ryan Grech; Hui Lu Goh; Mark Hall; Alison Q. O'Neil	2024
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation	Berke Doga Basaran; Weitong Zhang; Mengyun Qiao; Bernhard Kainz; Paul M. Matthews; Wenjia Bai	2024
Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology Reports	Tom van Sonsbeek; Xiantong Zhen; Marcel Worring	2024
Modular, Label-Efficient Dataset Generation for Instrument Detection for Robotic Scrub Nurses	Jorge Badilla-Solorzano; Nils-Claudius Gellrich; Thomas Seel; Sontje Ihler	2024
Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous Labels	Fengming Lin; Yan Xia; Nishant Ravikumar; Qiongyao Liu; Michael MacRaild; Alejandro F. Frangi	2024
Proportion Estimation by Masked Learning from Label Proportion	Takumi Okuo; Kazuya Nishimura; Hiroaki Ito; Kazuhiro Terada; Akihiko Yoshizawa; Ryoma Bise	2024
Active Learning Strategies on a Real-World Thyroid Ultrasound Dataset	Hari Sreedhar; Guillaume P. R. Lajoinie; Charles Raffaelli; Herve Delingette	2024
A Realistic Collimated X-Ray Image Simulation Pipeline	Benjamin El-Zein; Dominik Eckert; Thomas Weber; Maximilian Rohleder; Ludwig Ritschl; Steffen Kappler; Andreas Maier	2024
Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant Abuse	Shaoju Wu; Sila Kurugol; Andy Tsai	2024
Self-supervised Single-Image Deconvolution with Siamese Neural Networks	Mikhail Papkov; Kaupo Palo; Leopold Parts	2024