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Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 318-330
作者:  Yu-Cheng Chou
Adobe PDF(4008Kb)  |  收藏  |  浏览/下载：33/13  |  提交时间：2024/04/03
Weak annotation, detection, localization, segmentation, colonoscopy, abdomen  
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：122/21  |  提交时间：2023/04/03
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
A Weighted Average Consensus Approach for Decentralized Federated Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 319-330
作者:  Alessandro Giuseppi
Adobe PDF(1462Kb)  |  收藏  |  浏览/下载：160/38  |  提交时间：2022/07/29
Federated learning (FedL)  deep learning  federated averaging (FedAvg)  machine learning (ML)  artificial intelligence  discrete-time consensus  distributed systems  
Multi-dimensional Classification via Selective Feature Augmentation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 38-51
作者:  Bin-Bin Jia
Adobe PDF(1015Kb)  |  收藏  |  浏览/下载：163/29  |  提交时间：2022/01/25
Machine learning  multi-dimensional classification  feature augmentation  feature selection  class dependencies