Special Issue on Deep Learning Methods for Biomedical Information Analysis

ISSN: 0932-8092 (Print) 1432-1769 (Online)

In this topical collection (18 articles)

  1. No Access

    Special Issue Paper

    A study of deep learning approaches for classification and detection chromosomes in metaphase images

    Maria F. S. Andrade, Lucas V. Dias, Valmir Macario… Article:65

  2. No Access

    Special Issue Paper

    OCLU-NET for occlusal classification of 3D dental models

    Mamta Juneja, Ridhima Singla, Sumindar Kaur Saini… Article:52

  3. No Access

    Special Issue Paper

    A comparative study of breast cancer tumor classification by classical machine learning methods and deep learning method

    Yadavendra, Satish Chand Article:46

  4. No Access

    Special Issue Paper

    GC-NET for classification of glaucoma in the retinal fundus image

    Mamta Juneja, Niharika Thakur, Sarthak Thakur… Article:38

  5. No Access

    Special Issue Paper

    Using CNN with Bayesian optimization to identify cerebral micro-bleeds

    Piyush Doke, Dhiraj Shrivastava, Chichun Pan… Article:36

  6. No Access

    Special Issue Paper

    DC-Gnet for detection of glaucoma in retinal fundus imaging

    Mamta Juneja, Sarthak Thakur, Anuj Wani, Archit Uniyal… Article:34

  7. No Access

    Special Issue Paper

    Hyper-parameter optimization of deep learning model for prediction of Parkinson’s disease

    Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani Article:32

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    Special Issue Paper

    Utilization of a convolutional method for Alzheimer disease diagnosis

    Hanane Allioui, Mohamed Sadgal, Aziz Elfazziki Article:25

  9. No Access

    Special Issue Paper

    A weighted feature transfer gan for medical image synthesis

    Shuaizhen Yao, Jianhua Tan, Yi Chen, Yanhui Gu Article:22

  10. No Access

    Special Issue Paper

    Deep convolutional neural networks with transfer learning for automated brain image classification

    Taranjit Kaur, Tapan Kumar Gandhi Article:20

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    Special Issue Paper

    Singular value decomposition-based virtual representation for face recognition

    Shigang Liu, Yuhong Wang, Yali Peng, Sujuan Hou… Article:19

  12. No Access

    Special Issue paper

    Adaptive superpixel-based multi-object pedestrian recognition

    Tianhe Yu, Chengdong Wang, Xiao Liu, Ming Zhu Article:16

  13. No Access

    Special Issue Paper

    ColpoNet for automated cervical cancer screening using colposcopy images

    Sumindar Kaur Saini, Vasudha Bansal, Ravinder Kaur… Article:15

  14. Special Issue Paper

    A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis

    Yu-Dong Zhang, Suresh Chandra Satapathy, Shuaiqi Liu… Article:14
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  15. No Access

    Special Issue Paper

    Transfer learning privileged information fuels CAD diagnosis of breast cancer

    Tawseef Ayoub Shaikh, Rashid Ali, M. M. Sufyan Beg Article:9

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    Special Issue Paper

    A novel method for breast mass segmentation: from superpixel to subpixel segmentation

    Shenghua Gu, Yi Chen, Fangqing Sheng, Tianming Zhan… Pages 1111-1122

  17. No Access

    Special Issue paper

    Detecting cerebral microbleeds with transfer learning

    Jin Hong, Hong Cheng, Yu-Dong Zhang, Jie Liu Pages 1123-1133

  18. No Access

    SPECIAL ISSUE PAPER

    Utilization of DenseNet201 for diagnosis of breast abnormality

    Xiang Yu, Nianyin Zeng, Shuai Liu, Yu-Dong Zhang Pages 1135-1144