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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 GradingXianze Ai; Zehui Liao; Yong Xia2024
Zero-Shot Learning of Individualized Task Contrast Prediction from Resting-State Functional ConnectomesMinh Nguyen; Gia H. Ngo; Mert R. Sabuncu2024
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisShijie Li; Mengwei Ren; Thomas Ach; Guido Gerig2024
A Unified Approach to Learning with Label Noise and Unsupervised Confidence ApproximationNavid Rabbani; Adrien Bartoli2024
Transesophageal Echocardiography Generation Using Anatomical ModelsEmmanuel Oladokun; Musa Abdulkareem; Jurica Sprem; Vicente Grau2024
Data Augmentation Based on DiscrimDiff for Histopathology Image ClassificationXianchao Guan; Yifeng Wang; Yiyang Lin; Yongbing Zhang2024
Clinically Focussed Evaluation of Anomaly Detection and Localisation Methods Using Inpatient CT Head DataAntanas Kascenas; Chaoyang Wang; Patrick Schrempf; Ryan Grech; Hui Lu Goh; Mark Hall; Alison Q. O'Neil2024
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationBerke Doga Basaran; Weitong Zhang; Mengyun Qiao; Bernhard Kainz; Paul M. Matthews; Wenjia Bai2024
Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology ReportsTom van Sonsbeek; Xiantong Zhen; Marcel Worring2024
Modular, Label-Efficient Dataset Generation for Instrument Detection for Robotic Scrub NursesJorge Badilla-Solorzano; Nils-Claudius Gellrich; Thomas Seel; Sontje Ihler2024
Adaptive Semi-supervised Segmentation of Brain Vessels with Ambiguous LabelsFengming Lin; Yan Xia; Nishant Ravikumar; Qiongyao Liu; Michael MacRaild; Alejandro F. Frangi2024
Proportion Estimation by Masked Learning from Label ProportionTakumi Okuo; Kazuya Nishimura; Hiroaki Ito; Kazuhiro Terada; Akihiko Yoshizawa; Ryoma Bise2024
Active Learning Strategies on a Real-World Thyroid Ultrasound DatasetHari Sreedhar; Guillaume P. R. Lajoinie; Charles Raffaelli; Herve Delingette2024
A Realistic Collimated X-Ray Image Simulation PipelineBenjamin El-Zein; Dominik Eckert; Thomas Weber; Maximilian Rohleder; Ludwig Ritschl; Steffen Kappler; Andreas Maier2024
Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant AbuseShaoju Wu; Sila Kurugol; Andy Tsai2024
Self-supervised Single-Image Deconvolution with Siamese Neural NetworksMikhail Papkov; Kaupo Palo; Leopold Parts2024



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