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Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 897-908
作者:  Gaoxiang Li, Xiao Hui, Wenjing Li, Yanlin Luo
Adobe PDF(2873Kb)  |  收藏  |  浏览/下载：105/39  |  提交时间：2023/11/23
Brain tumor segmentation and classification, multitask learning, multiscale residual attention module (MRAM), dynamic weight training, prior knowledge  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：75/31  |  提交时间：2023/08/02
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者:  Yixuan Qiu
Adobe PDF(3559Kb)  |  收藏  |  浏览/下载：121/21  |  提交时间：2023/04/03
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
Glaucoma Detection with Retinal Fundus Images Using Segmentation and Classification 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 563-580
作者:  Thisara Shyamalee, Dulani Meedeniya
Adobe PDF(3581Kb)  |  收藏  |  浏览/下载：129/22  |  提交时间：2022/12/01
Attention U-Net  segmentation  classification  Inception-v3  visual geometry group 19 (VGG19)  residual neural network 50 (ResNet50)  glaucoma  fundus images  
Image De-occlusion via Event-enhanced Multi-modal Fusion Hybrid Network 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 307-318
作者:  Si-Qi Li
Adobe PDF(4505Kb)  |  收藏  |  浏览/下载：167/39  |  提交时间：2022/07/29
Event camera  multi-modal fusion  image de-occlusion  spiking neural network (SNN)  image reconstruction  
Clause-level Relationship-aware Math Word Problems Solver 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 425-438
作者:  Chang-Yang Wu
Adobe PDF(2063Kb)  |  收藏  |  浏览/下载：164/32  |  提交时间：2022/09/30
Artificial intelligence (AI)  artificial neural network (ANN)  computational mathematics  machine intelligence  machine learning