Distributed Analytics and Deep Learning in Health Care

ISSN: 1573-689X (Online)

In this topical collection (31 articles)

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  1. No Access

    Image & Signal Processing

    Prediction of Clinical Pathologic Prognostic Factors for Rectal Adenocarcinoma: Volumetric Texture Analysis Based on Apparent Diffusion Coefficient Maps

    Zhihua Lu, Lei Wang, Kaijian Xia, Heng Jiang, Xiaoyan Weng… Article:331

  2. No Access

    Image & Signal Processing

    Urine Sediment Recognition Method Based on Multi-View Deep Residual Learning in Microscopic Image

    Xiaohong Zhang, Liqing Jiang, Dongxu Yang, Jinyan Yan… Article:325

  3. No Access

    Image & Signal Processing

    Classification and Diagnosis of Thyroid Carcinoma Using Reinforcement Residual Network with Visual Attention Mechanisms in Ultrasound Images

    Yanming Zhang Article:323

  4. No Access

    Image & Signal Processing

    Segmentation and Diagnosis of Liver Carcinoma Based on Adaptive Scale-Kernel Fuzzy Clustering Model for CT Images

    Jianhong Cai Article:322

  5. No Access

    Image & Signal Processing

    Multiscale Time-Sharing Elastography Algorithms and Transfer Learning of Clinicopathological Features of Uterine Cervical Cancer for Medical Intelligent Computing System

    Xiaojun Dong, Hongmei Du, Haichen Guan, Xuezhen Zhang Article:310

  6. No Access

    Image & Signal Processing

    Hip-Joint CT Image Segmentation Based on Hidden Markov Model with Gauss Regression Constraints

    Haiyang Liu, Guochao Dai, Fushun Pu Article:309

  7. No Access

    Image & Signal Processing

    Colorectal Cancer Diagnostic Algorithm Based on Sub-Patch Weight Color Histogram in Combination of Improved Least Squares Support Vector Machine for Pathological Image

    Kai Yang, Bi Zhou, Fei Yi, Yan Chen, Yingsheng Chen Article:306

  8. No Access

    Image & Signal Processing

    An Intelligent Segmentation and Diagnosis Method for Diabetic Retinopathy Based on Improved U-NET Network

    Qianjin Li, Shanshan Fan, Changsheng Chen Article:304

  9. No Access

    Image & Signal Processing

    White Matter Segmentation Algorithm for DTI Images Based on Super-Pixel Full Convolutional Network

    Yiping Mu, Qi Li, Yang Zhang Article:303

  10. No Access

    Image & Signal Processing

    Recognition and Clinical Diagnosis of Cervical Cancer Cells Based on our Improved Lightweight Deep Network for Pathological Image

    Hongzhu Wang, Chuan Jiang, Kunzhong Bao, Caie Xu Article:301

  11. No Access

    Patient Facing Systems

    Alterations in Regional Homogeneity Assessed by fMRI in Patients with Migraine Without Aura

    Can Chen*, Manyun Yan*, Yang Yu, Jun Ke, Chunyang Xu… Article:298

  12. No Access

    Image & Signal Processing

    An Improved Full Convolutional Network Combined with Conditional Random Fields for Brain MR Image Segmentation Algorithm and its 3D Visualization Analysis

    Jiemin Zhai, Huiqi Li Article:292

  13. No Access

    Image & Signal Processing

    Intervertebral Disc Segmentation and Diagnostic Application Based on Wavelet Denoising and AAM Model in Human Spine Image

    Yang Yang, Jian Wang, Caie Xu Article:275

  14. No Access

    Patient Facing Systems

    Basic Research in Diabetic Nephropathy Health Care: A study of the Renoprotective Mechanism of Metformin

    Jing Xue, Liang Wang, Zhuxing Sun, Changying Xing Article:266

  15. No Access

    Image & Signal Processing

    RETRACTED ARTICLE: Improved Deep Learning Network Based in combination with Cost-sensitive Learning for Early Detection of Ovarian Cancer in Color Ultrasound Detecting System

    Lei Zhang, Jian Huang, Li Liu Article:251

  16. No Access

    Image & Signal Processing

    Cervical Cancer Detection and Diagnosis Based on Saliency Single Shot MultiBox Detector in Ultrasonic Elastography

    Shuli Wei, Peifeng Dai, Zhengping Wang Article:250

  17. No Access

    Image & Signal Processing

    Diagnosis of Thyroid Nodules Based on Local Non-quantitative Multi-Directional Texture Descriptor with Rotation Invariant Characteristics for Ultrasound Image

    Li Bi, Zhang Shuang Article:231

  18. No Access

    Systems-Level Quality Improvement

    Computer-Aided Diagnosis and Clinical Trials of Cardiovascular Diseases Based on Artificial Intelligence Technologies for Risk-Early Warning Model

    Bin Li, Shuai Ding, Guolei Song, Jiajia Li, Qian Zhang Article:228

  19. No Access

    Image & Signal Processing

    Two-Steps Coronary Artery Segmentation Algorithm Based on Improved Level Set Model in Combination with Weighted Shape-Prior Constraints

    Shang Ge, Zhaofei Shi, Guangming Peng, Zhaohuan Zhu Article:210

  20. No Access

    Image & Signal Processing

    Brain Tumor Segmentation Based on Improved Convolutional Neural Network in Combination with Non-quantifiable Local Texture Feature

    Wu Deng, Qinke Shi, Kai Luo, Yi Yang, Ning Ning Article:152
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