MLCN@MICCAI最新文献_第2页

Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity 利用功能连通性的长程时空动态改进表型预测

MLCN@MICCAI Pub Date : 2021-09-07 DOI: 10.1007/978-3-030-87586-2_15

Simon Dahan, Logan Z. J. Williams, D. Rueckert, E. Robinson

引用次数: 8

PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction PialNN:一种快速深度学习框架，用于脑皮质皮层表面重建

MLCN@MICCAI Pub Date : 2021-09-06 DOI: 10.1007/978-3-030-87586-2_8

Qiang Ma, E. Robinson, Bernhard Kainz, D. Rueckert, A. Alansary

引用次数: 15

Self-supervised Test-Time Adaptation for Medical Image Segmentation 自监督测试时间自适应医学图像分割

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_4

Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Hans J. Johnson, O. Sherbini, Francesco Gavazzi, Russell D'Aiello, A. Vanderver, J. Long, Jane S. Paulsen, I. Oguz

引用次数: 1

Non-parametric ODE-Based Disease Progression Model of Brain Biomarkers in Alzheimer's Disease 基于非参数ode的阿尔茨海默病脑生物标志物疾病进展模型

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_10

M. Bossa, Abel Díaz Berenguer, Hichem Sahli

引用次数: 0

Detection of Abnormal Folding Patterns with Unsupervised Deep Generative Models 基于无监督深度生成模型的异常折叠模式检测

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_7

Louise Guillon, Bastien Cagna, Benoit Dufumier, J. Chavas, D. Rivière, J. F. Mangin

引用次数: 2

Volume is All You Need: Improving Multi-task Multiple Instance Learning for WMH Segmentation and Severity Estimation 体积是所有你需要的:改进多任务多实例学习的WMH分割和严重性估计

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_3

Wooseok Jung, C. Suh, W. Shim, Jinyoung Kim, Dongsoo Lee, Changhyun Park, Seo Taek Kong, Kyu-Hwan Jung, Hwon Heo, Sang Joon Kim

引用次数: 0

Data Augmentation via Partial Nonlinear Registration for Brain-Age Prediction 基于局部非线性配准的脑年龄预测数据增强

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_17

Marc-Andre Schulz, Alexander Koch, Vanessa Emanuela Guarino, Dagmar Kainmüller, K. Ritter

引用次数: 0

Learning Interpretable Regularized Ordinal Models from 3D Mesh Data for Neurodegenerative Disease Staging 从神经退行性疾病分期的3D网格数据中学习可解释的正则顺序模型

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_12

Yujia Zhao, Max A. Laansma, Eva M. van Heese, Conor Owens-Walton, L. Parkes, I. Debove, C. Rummel, R. Wiest, F. Cendes, R. Guimaraes, C. Yasuda, Jiun-Jie Wang, T. Anderson, J. Dalrymple-Alford, T. Melzer, T. Pitcher, R. Schmidt, P. Schwingenschuh, G. Garraux, M. Rango, L. Squarcina, Sarah Al-Bachari, H. Emsley, J. Klein, C. Mackay, Michiel F. Dirkx, R. Helmich, F. Assogna, F. Piras, Joanna K. Bright, G. Spalletta, K. Poston, C. Lochner, C. McMillan, D. Weintraub, J.T. Druzgal, Benjamin Newman, O. Heuvel, N. Jahanshad, P. Thompson, Y. D. Werf, B. Gutman

引用次数: 2

Dynamic Sub-graph Learning for Patch-Based Cortical Folding Classification 基于补丁的皮层折叠分类的动态子图学习

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_6

Zhiwei Deng, Jiong Zhang, Yonggang Shi

引用次数: 0

Structure-Function Mapping via Graph Neural Networks 基于图神经网络的结构-功能映射

MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_14

Yang Ji, Samuel Deslauriers-Gauthier, R. Deriche

引用次数: 4