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Towards Optimal Patch Size in Vision Transformers for Tumor Segmentation 用于肿瘤分割的视觉变换中最优贴片大小的研究
MMMI@MICCAI Pub Date : 2023-08-31 DOI: 10.1007/978-3-031-18814-5_11
Ramtin Mojtahedi, M. Hamghalam, R. Do, Amber L. Simpson
{"title":"Towards Optimal Patch Size in Vision Transformers for Tumor Segmentation","authors":"Ramtin Mojtahedi, M. Hamghalam, R. Do, Amber L. Simpson","doi":"10.1007/978-3-031-18814-5_11","DOIUrl":"https://doi.org/10.1007/978-3-031-18814-5_11","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123812133","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
Automatic Segmentation of Liver CT Image Based on Dense Pyramid Network 基于密集金字塔网络的肝脏CT图像自动分割
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_2
Hongli Xu, Binhua Wang, Wanguo Xue, Yao Zhang, Cheng Zhong, Yongliang Chen, Jianfeng Leng
{"title":"Automatic Segmentation of Liver CT Image Based on Dense Pyramid Network","authors":"Hongli Xu, Binhua Wang, Wanguo Xue, Yao Zhang, Cheng Zhong, Yongliang Chen, Jianfeng Leng","doi":"10.1007/978-3-030-37969-8_2","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_2","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"185 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":"114963238","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
Automated Classification of Arterioles and Venules for Retina Fundus Images Using Dual Deeply-Supervised Network 基于双深度监督网络的视网膜眼底图像小动脉和小静脉自动分类
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_8
Meng Li, Jie Zhao, Yan Zhang, D. He, Jinqiong Zhou, J. Jia, Haicheng She, Quanzheng Li, Li Zhang
{"title":"Automated Classification of Arterioles and Venules for Retina Fundus Images Using Dual Deeply-Supervised Network","authors":"Meng Li, Jie Zhao, Yan Zhang, D. He, Jinqiong Zhou, J. Jia, Haicheng She, Quanzheng Li, Li Zhang","doi":"10.1007/978-3-030-37969-8_8","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_8","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"118 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":"129875086","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: 4
Speckle Noise Removal in Ultrasound Images Using a Deep Convolutional Neural Network and a Specially Designed Loss Function 基于深度卷积神经网络和特殊设计的损失函数的超声图像斑点噪声去除
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_11
Danlei Feng, Weichen Wu, Hongfeng Li, Quanzheng Li
{"title":"Speckle Noise Removal in Ultrasound Images Using a Deep Convolutional Neural Network and a Specially Designed Loss Function","authors":"Danlei Feng, Weichen Wu, Hongfeng Li, Quanzheng Li","doi":"10.1007/978-3-030-37969-8_11","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_11","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"12 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":"132371443","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: 6
Multi-modal Image Prediction via Spatial Hybrid U-Net 基于空间混合U-Net的多模态图像预测
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_1
Akib Zaman, Lu Zhang, Jingwen Yan, Dajiang Zhu
{"title":"Multi-modal Image Prediction via Spatial Hybrid U-Net","authors":"Akib Zaman, Lu Zhang, Jingwen Yan, Dajiang Zhu","doi":"10.1007/978-3-030-37969-8_1","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_1","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"65 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":"126253397","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
Liver Segmentation from Multimodal Images Using HED-Mask R-CNN 基于hd - mask R-CNN的多模态图像肝脏分割
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_9
Supriti Mulay, G. Deepika, S. Jeevakala, K. Ram, M. Sivaprakasam
{"title":"Liver Segmentation from Multimodal Images Using HED-Mask R-CNN","authors":"Supriti Mulay, G. Deepika, S. Jeevakala, K. Ram, M. Sivaprakasam","doi":"10.1007/978-3-030-37969-8_9","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_9","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"29 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":"129377756","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: 18
Single-Scan Dual-Tracer Separation Network Based on Pre-trained GRU 基于预训练GRU的单扫描双示踪分离网络
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_6
Junyi Tong, Yunmei Chen, Huafeng Liu
{"title":"Single-Scan Dual-Tracer Separation Network Based on Pre-trained GRU","authors":"Junyi Tong, Yunmei Chen, Huafeng Liu","doi":"10.1007/978-3-030-37969-8_6","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_6","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"1 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":"130615824","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
aEEG Signal Analysis with Ensemble Learning for Newborn Seizure Detection 基于集成学习的新生儿癫痫发作信号分析
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_10
Yini Pan, Hongfeng Li, Lili Liu, Quanzheng Li, Xinlin Hou, Bin Dong
{"title":"aEEG Signal Analysis with Ensemble Learning for Newborn Seizure Detection","authors":"Yini Pan, Hongfeng Li, Lili Liu, Quanzheng Li, Xinlin Hou, Bin Dong","doi":"10.1007/978-3-030-37969-8_10","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_10","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"40 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":"114162653","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
Automatic Sinus Surgery Skill Assessment Based on Instrument Segmentation and Tracking in Endoscopic Video 基于内镜视频中器械分割与跟踪的鼻窦手术技能自动评估
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_12
Shan Lin, Fangbo Qin, R. Bly, K. Moe, B. Hannaford
{"title":"Automatic Sinus Surgery Skill Assessment Based on Instrument Segmentation and Tracking in Endoscopic Video","authors":"Shan Lin, Fangbo Qin, R. Bly, K. Moe, B. Hannaford","doi":"10.1007/978-3-030-37969-8_12","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_12","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"51 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":"117197126","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
Feature Pyramid Based Attention for Cervical Image Classification 基于特征金字塔的宫颈图像分类
MMMI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-37969-8_5
Hongfeng Li, Jian Zhao, Li Zhang, Jie Zhao, Li Yang, Quanzheng Li
{"title":"Feature Pyramid Based Attention for Cervical Image Classification","authors":"Hongfeng Li, Jian Zhao, Li Zhang, Jie Zhao, Li Yang, Quanzheng Li","doi":"10.1007/978-3-030-37969-8_5","DOIUrl":"https://doi.org/10.1007/978-3-030-37969-8_5","url":null,"abstract":"","PeriodicalId":299288,"journal":{"name":"MMMI@MICCAI","volume":"125 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":"122079623","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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