Semisupervised learning using denoising autoencoders for brain lesion detection and segmentation
Author:
Affiliation:
1. Indian Institute of Technology Madras, Department of Engineering Design, Chennai
2. Sree Chitra Tirunal Institute for Medical Sciences and Technology, Department of Radiology, Trivandr
Publisher
SPIE-Intl Soc Optical Eng
Subject
Radiology, Nuclear Medicine and imaging
Reference50 articles.
1. The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
2. Efficient Multilevel Brain Tumor Segmentation With Integrated Bayesian Model Classification
3. Semi-supervised tumor detection in magnetic resonance spectroscopic images using discriminative random fields;Görlitz,2007
4. Segmenting Brain Tumors using Alignment-Based Features
5. A brain tumor segmentation framework based on outlier detection*1
Cited by 47 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Denoising and segmentation in medical image analysis: A comprehensive review on machine learning and deep learning approaches;Multimedia Tools and Applications;2024-05-17
2. Segmentation of Multiple Sclerosis Using Autoencoder and Classifier;Algorithms for Intelligent Systems;2024
3. Deep learning algorithms for imaging gliomas for diagnosis, prognosis and treatment strategies predictions;Radiomics and Radiogenomics in Neuro-Oncology;2024
4. The role of noise in denoising models for anomaly detection in medical images;Medical Image Analysis;2023-12
5. Evaluating Autoencoders for Dimensionality Reduction of MRI-derived Radiomics and Classification of Malignant Brain Tumors;35th International Conference on Scientific and Statistical Database Management;2023-07-10
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3