Suchergebnisse - "Distributed Analytics and Deep Learning in Health Care"

A Novel Distributed Multitask Fuzzy Clustering Algorithm for Automatic MR Brain Image Segmentation von Jiang, Yizhang, Zhao, Kaifa, Xia, Kaijian, Xue, Jing, Zhou, Leyuan, Ding, Yang, Qian, Pengjiang

“… Artificial intelligence algorithms have been used in a wide range of applications in clinical aided diagnosis, such as automatic MR image segmentation and …”
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Deep Semantic Segmentation of Kidney and Space-Occupying Lesion Area Based on SCNN and ResNet Models Combined with SIFT-Flow Algorithm von Xia, Kai-jian, Yin, Hong-sheng, Zhang, Yu-dong

“… Renal segmentation is one of the most fundamental and challenging task in computer aided diagnosis systems. In order to overcome the shortcomings of automatic …”
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Diagnostic and Gradation Model of Osteoporosis Based on Improved Deep U-Net Network von Liu, Jian, Wang, Jian, Ruan, Weiwei, Lin, Chengshan, Chen, Daguo

“… The measurement of bone mineral density for osteoporosis has always been the focus of researchers because it plays an important role in bone disease diagnosis …”
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Brain Tumor Segmentation Based on Improved Convolutional Neural Network in Combination with Non-quantifiable Local Texture Feature von Deng, Wu, Shi, Qinke, Luo, Kai, Yang, Yi, Ning, Ning

“… Accurate and reliable brain tumor segmentation is a critical component in cancer diagnosis. According to deep learning model, a novel brain tumor segmentation …”
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Alterations in Regional Homogeneity Assessed by fMRI in Patients with Migraine Without Aura von Chen, Can, Yan, Manyun, Yu, Yang, Ke, Jun, Xu, Chunyang, Guo, Xiaoning, Lu, Haifeng, Wang, Ximing, Hu, Lan, Wang, Jingwen, Ni, Jianqiang, Zhao, Hongru

“… The aim of this study was to investigate the alterations in regional homogeneity assessed by fMRI in patients with migraine without aura (MWoA). Fifty-six …”
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An Intelligent Segmentation and Diagnosis Method for Diabetic Retinopathy Based on Improved U-NET Network von Li, Qianjin, Fan, Shanshan, Chen, Changsheng

“… Due to insufficient samples, the generalization performance of deep network is insufficient. In order to solve this problem, an improved U-net based image …”
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Urine Sediment Recognition Method Based on Multi-View Deep Residual Learning in Microscopic Image von Zhang, Xiaohong, Jiang, Liqing, Yang, Dongxu, Yan, Jinyan, Lu, Xinhong

“… Urine sediment recognition is attracting growing interest in the field of computer vision. A multi-view urine cell recognition method based on multi-view deep …”
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Optimization of Diagnosis and Treatment of Chronic Diseases Based on Association Analysis Under the Background of Regional Integration von Xia, Kaijian, Zhong, Xiaowei, Zhang, Li, Wang, Jianqiang

“… In order to improve medical quality, shorten hospital stays, and reduce redundant treatment, an optimization of diagnosis and treatment of chronic diseases …”
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RETRACTED ARTICLE: Improved Deep Learning Network Based in combination with Cost-sensitive Learning for Early Detection of Ovarian Cancer in Color Ultrasound Detecting System von Zhang, Lei, Huang, Jian, Liu, Li

“… With the development of theories and technologies in medical imaging, most of the tumors can be detected in the early stage. However, the nature of ovarian …”
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Basic Research in Diabetic Nephropathy Health Care: A study of the Renoprotective Mechanism of Metformin von Xue, Jing, Wang, Liang, Sun, Zhuxing, Xing, Changying

“… The anti-aging gene klotho is closely related to kidney disease, and an increase in the level of the klotho protein inhibits the progression of various kidney …”
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Prediction of Clinical Pathologic Prognostic Factors for Rectal Adenocarcinoma: Volumetric Texture Analysis Based on Apparent Diffusion Coefficient Maps von Lu, Zhihua, Wang, Lei, Xia, Kaijian, Jiang, Heng, Weng, Xiaoyan, Jiang, Jianlong, Wu, Mei

“… Texture analysis has been used to characterize and measure tissue heterogeneity in medical images. The purpose of this study was to investigate the potential …”
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Computer-Aided Diagnosis and Clinical Trials of Cardiovascular Diseases Based on Artificial Intelligence Technologies for Risk-Early Warning Model von Li, Bin, Ding, Shuai, Song, Guolei, Li, Jiajia, Zhang, Qian

“… The use of artificial intelligence in medicine is currently an issue of great interest, especially with regard to the diagnostic or predictive analysis of …”
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Internet Intervention System for Elderly Hypertensive Patients Based on Hospital Community Family Edge Network and Personal Medical Resources Optimization von Fanghua, Gong, Sanhui, Tang

“… Abstra ct In view of the contradiction between the medical service demand of elderly patients with hypertension and the ability of hospital, community and …”
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Two-Steps Coronary Artery Segmentation Algorithm Based on Improved Level Set Model in Combination with Weighted Shape-Prior Constraints von Ge, Shang, Shi, Zhaofei, Peng, Guangming, Zhu, Zhaohuan

“… Due to the complex topological structure of the coronary artery and the uneven distribution of the contrast agent, the angiography images are inevitably …”
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Diagnostic Method of Liver Cirrhosis Based on MR Image Texture Feature Extraction and Classification Algorithm von chunmei, Xiong, mei, Han, yan, Zhao, haiying, Wang

“… In order to improve the accuracy of cirrhosis staging diagnosis based on MR images, a diagnostic method combining image texture feature extraction and …”
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Imaging Examination and Quantitative Detection and Analysis of Gastrointestinal Diseases Based on Data Mining Technology von Li, Tao, Long, Liling

“… The medical image storage and transmission system completes the collection, storage, management, diagnosis and information processing of digital medical image …”
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Segmentation and Diagnosis of Papillary Thyroid Carcinomas Based on Generalized Clustering Algorithm in Ultrasound Elastography von Huang, Weiqiang

“… Papillary thyroid carcinomas (PTC) are the most common type of thyroid malignant tumors. Existing methods for clustering high-noise ultrasound images tend to …”
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Coronary Calcium Detection Based on Improved Deep Residual Network in Mimics von Datong, Chen, Minghui, Liang, Cheng, Jin, Yue, Sun, Dongbin, Xu, Yueming, Lin

“… Coronary calcium detection in medicine image processing is a hot research topic. According to the low resolution and complex background in medicine image, an …”
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Colorectal Cancer Diagnostic Algorithm Based on Sub-Patch Weight Color Histogram in Combination of Improved Least Squares Support Vector Machine for Pathological Image von Yang, Kai, Zhou, Bi, Yi, Fei, Chen, Yan, Chen, Yingsheng

“… In order to improve the diagnostic accuracy of colon cancer, a novel classification algorithm based on sub-patch weight color histogram and improved SVM is …”
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Segmentation and Diagnosis of Liver Carcinoma Based on Adaptive Scale-Kernel Fuzzy Clustering Model for CT Images von Cai, Jianhong

“… Medical image analysis plays an important role in computer-aided liver-carcinoma diagnosis. Aiming at the existing image fuzzy clustering segmentation being …”
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