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Neural Architecture Search for Optimizing Deep Belief Network Models of fMRI Data 优化fMRI数据深度信念网络模型的神经结构搜索
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_4
Ning Qiang, Bao Ge, Qinglin Dong, Fangfei Ge, Tianming Liu
{"title":"Neural Architecture Search for Optimizing Deep Belief Network Models of fMRI Data","authors":"Ning Qiang, Bao Ge, Qinglin Dong, Fangfei Ge, Tianming Liu","doi":"10.1007/978-3-030-37969-8_4","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_4","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127472518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images OctopusNet:多模态医学图像的深度学习分割网络
MMMI@MICCAI Pub Date : 2019-06-05 DOI: 10.1007/978-3-030-37969-8_3
Yu Chen, Yuexiang Li, Jiawei Chen, Yefeng Zheng
{"title":"OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images","authors":"Yu Chen, Yuexiang Li, Jiawei Chen, Yefeng Zheng","doi":"10.1007/978-3-030-37969-8_3","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_3","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123727291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 23
Liver Segmentation Quality Control in Multi-sequence MR Studies 多序列MR研究中的肝脏分割质量控制
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_6
Yi-Qing Wang, G. Palma
{"title":"Liver Segmentation Quality Control in Multi-sequence MR Studies","authors":"Yi-Qing Wang, G. Palma","doi":"10.1007/978-3-031-18814-5_6","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_6","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123893275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved Multi-modal Patch Based Lymphoma Segmentation with Negative Sample Augmentation and Label Guidance on PET/CT Scans PET/CT扫描中基于负样本增强和标签指导的改进多模态贴片淋巴瘤分割
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_12
Liangchen Liu, Jianfei Liu, M. Nag, Navid Hasani, Seung Yeon Shin, S. Paravastu, B. Saboury, Jing Xiao, Lingyun Huang, R. M. Summers
{"title":"Improved Multi-modal Patch Based Lymphoma Segmentation with Negative Sample Augmentation and Label Guidance on PET/CT Scans","authors":"Liangchen Liu, Jianfei Liu, M. Nag, Navid Hasani, Seung Yeon Shin, S. Paravastu, B. Saboury, Jing Xiao, Lingyun Huang, R. M. Summers","doi":"10.1007/978-3-031-18814-5_12","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_12","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133650304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Gabor Filter-Embedded U-Net with Transformer-Based Encoding for Biomedical Image Segmentation 基于变换编码的Gabor滤波器嵌入式U-Net生物医学图像分割
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_8
Abel A. Reyes, P. Sidike, M. Deo, M. Audette
{"title":"Gabor Filter-Embedded U-Net with Transformer-Based Encoding for Biomedical Image Segmentation","authors":"Abel A. Reyes, P. Sidike, M. Deo, M. Audette","doi":"10.1007/978-3-031-18814-5_8","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_8","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127108014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI 帕金森病黑质的五阶张量分解与多序列MRI模式分析
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_7
H. Itoh, Tao Hu, M. Oda, S. Saiki, K. Kamagata, N. Hattori, S. Aoki, Kensaku Mori
{"title":"Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI","authors":"H. Itoh, Tao Hu, M. Oda, S. Saiki, K. Kamagata, N. Hattori, S. Aoki, Kensaku Mori","doi":"10.1007/978-3-031-18814-5_7","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_7","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126614357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Bagging Strategy-Based Multi-scale Texture GLCM-CNN Model for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Dataset 基于Bagging策略的多尺度纹理GLCM-CNN模型在病理验证小数据集上的良恶性鉴别
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_5
Shenmin Zhang, Jinru Wu, Sigang Yu, Ruoyang Wang, Enze Shi, Yongfeng Gao, Zhengrong Liang
{"title":"A Bagging Strategy-Based Multi-scale Texture GLCM-CNN Model for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Dataset","authors":"Shenmin Zhang, Jinru Wu, Sigang Yu, Ruoyang Wang, Enze Shi, Yongfeng Gao, Zhengrong Liang","doi":"10.1007/978-3-031-18814-5_5","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_5","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132574036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
$mathrm {M^{2}F}$: A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis $ mathm {M^{2}F}$:神经胶质瘤诊断和预后的多模态多任务融合网络
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_1
Zilin Lu, Mengkang Lu, Yong Xia
{"title":"$mathrm {M^{2}F}$: A Multi-modal and Multi-task Fusion Network for Glioma Diagnosis and Prognosis","authors":"Zilin Lu, Mengkang Lu, Yong Xia","doi":"10.1007/978-3-031-18814-5_1","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_1","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115854095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Learning-Based Detection of MYCN Amplification in Clinical Neuroblastoma Patients: A Pilot Study 临床神经母细胞瘤患者中基于学习的MYCN扩增检测:一项初步研究
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_9
Xiang Xiang, Zihan Zhang, Xuehua Peng, Jianbo Shao
{"title":"Learning-Based Detection of MYCN Amplification in Clinical Neuroblastoma Patients: A Pilot Study","authors":"Xiang Xiang, Zihan Zhang, Xuehua Peng, Jianbo Shao","doi":"10.1007/978-3-031-18814-5_9","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_9","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117125893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vessel Segmentation via Link Prediction of Graph Neural Networks 基于图神经网络链接预测的血管分割
MMMI@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18814-5_4
Hao Yu, Jie Zhao, Li Zhang
{"title":"Vessel Segmentation via Link Prediction of Graph Neural Networks","authors":"Hao Yu, Jie Zhao, Li Zhang","doi":"10.1007/978-3-031-18814-5_4","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_4","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"137 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117318472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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