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Special Issue: Biomedical data analysis based on deep learning

Guest Editors

Prof. Kelvin K.L. Wong
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
Email:kelvin.wong@siat.ac.cn


Prof. Simon Fong
Department of Computer and Information Science, University of Macau.
Email: ccfong@umac.mo


Prof. Dhanjoo N. Ghista
University 2020 Foundation, Northborough, MA, USA.
Email: d.ghista@gmail.com


Manuscript Topics

Biomedicine is an emerging cutting-edge interdisciplinary subject, which is developed by integrating the theories and methods of medicine, life sciences and biology. In recent years, with advanced instruments and equipment and information technology, etc., it has been more and more widely and deeply integrated into biology. In technology, biomedicine generates a large amount of data, and biomedical research involves more and more information technology such as data storage and analysis. The research of biomedical data will receive more and more attention. Reasonable use of analytical methods, collecting and mining available information from massive data, looking for internal connections and laws will bring unprecedented opportunities for biomedical research.


In recent years, deep learning has made breakthrough progress in the fields of natural language processing, computer vision, speech recognition, genomics, and protein structure. Because of the powerful feature extraction capabilities, it is very suitable for processing biomedical data related issues. As a result, diagnosis based on deep learning attracted more and more attention from biomedical researchers. Deep learning technology occupies an increasingly important position in biomedical data analysis due to its profound theoretical value and broad market prospects. With the development of concepts such as artificial intelligence, smart cities, and micro-processing technologies, deep learning in the field of biomedicine technology will play a huge role in both medical and household fields.


This special issue aims to discuss the latest advances in biomedical data analysis based on deep learning technology. Submissions must be unpublished in advance and must not be submitted elsewhere.


Topics of interest include, but are not limited to:
• Disease diagnosis using machine learning
• Medical image processing and intelligent perception
• Medical data modeling based on cluster computing
• Protein structure prediction using high performance computing
• Sequencing data processing in internet of medical things platform
• Expression profiling data analysis using convolutional neural network


Instructions for authors
https://www.aimspress.com/mbe/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
http://oeps.aimspress.com/mbe/ch/author/login.aspx


Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 30 June 2021

Published Papers(21)

Research article
A deep learning based automatic segmentation approach for anatomical structures in intensity modulation radiotherapy
Han Zhou Yikun Li Ying Gu Zetian Shen Xixu Zhu Yun Ge
2021, Volume 18, Issue 6: 7506-7524. doi: 10.3934/mbe.2021371
Abstract HTML PDF Cited (5) Viewed (4286)
Research article
Robust face recognition based on multi-task convolutional neural network
Huilin Ge Yuewei Dai Zhiyu Zhu Biao Wang
2021, Volume 18, Issue 5: 6638-6651. doi: 10.3934/mbe.2021329
Abstract HTML PDF Cited (11) Viewed (6764)
Review
Risk of lung cancer due to external environmental factor and epidemiological data analysis
Lingling Li Mengyao Shao Xingshi He Shanjing Ren Tianhai Tian
2021, Volume 18, Issue 5: 6079-6094. doi: 10.3934/mbe.2021304
Abstract HTML PDF Cited (8) Viewed (4507)
Research article
Convolutional neural network with group theory and random selection particle swarm optimizer for enhancing cancer image classification
Kun Lan Gloria Li Yang Jie Rui Tang Liansheng Liu Simon Fong
2021, Volume 18, Issue 5: 5573-5591. doi: 10.3934/mbe.2021281
Abstract HTML PDF Cited (5) Viewed (4094)
Research article
Uncovering potential novel biomarkers and immune infiltration characteristics in persistent atrial fibrillation using integrated bioinformatics analysis
Shengjue Xiao Yufei Zhou Ailin Liu Qi Wu Yue Hu Jie Liu Hong Zhu Ting Yin Defeng Pan
2021, Volume 18, Issue 4: 4696-4712. doi: 10.3934/mbe.2021238
Abstract HTML PDF Cited (25) Viewed (6744)
Research article
Evaluation of the elderly health examination app based on the comprehensive evaluation method of AHP-fuzzy theory
Lu-Ting Xia Chun-Heng Ho Xing-Min Lin
2021, Volume 18, Issue 4: 4731-4742. doi: 10.3934/mbe.2021240
Abstract HTML PDF Cited (9) Viewed (3476)
Research article
Robust rank aggregation and cibersort algorithm applied to the identification of key genes in head and neck squamous cell cancer
Tingting Chen Wei Hua Bing Xu Hui Chen Minhao Xie Xinchen Sun Xiaolin Ge
2021, Volume 18, Issue 4: 4491-4507. doi: 10.3934/mbe.2021228
Abstract HTML PDF Cited (3) Viewed (6198)
Research article
Analysis of related factors of radiation pneumonia caused by precise radiotherapy of esophageal cancer based on random forest algorithm
Na Li Peng Luo Chunyang Li Yanyan Hong Mingjun Zhang Zhendong Chen
2021, Volume 18, Issue 4: 4477-4490. doi: 10.3934/mbe.2021227
Abstract HTML PDF Cited (14) Viewed (4042)
Research article
Prediction of fetal weight based on back propagation neural network optimized by genetic algorithm
Hong Gao Cuiyun Wu Dunnian Huang Dahui Zha Cuiping Zhou
2021, Volume 18, Issue 4: 4402-4410. doi: 10.3934/mbe.2021222
Abstract HTML PDF Cited (8) Viewed (3823)
Research article
Two dimensional automatic active shape model of degenerative disc repaired by low-intensity laser
Ming Huang Wenfei Dong Yingjie Sun Baowen He
2021, Volume 18, Issue 4: 4358-4371. doi: 10.3934/mbe.2021219
Abstract HTML PDF Cited (2) Viewed (3236)
Research article
Intelligent body behavior feature extraction based on convolution neural network in patients with craniocerebral injury
Limei Bai
2021, Volume 18, Issue 4: 3781-3789. doi: 10.3934/mbe.2021190
Abstract HTML PDF Cited (2) Viewed (2851)
Research article
Medical image management and analysis system based on web for fungal keratitis images
Haixia Hou Yankun Cao Xiaoxiao Cui Zhi Liu Hongji Xu Cheng Wang Wensheng Zhang Yang Zhang Yadong Fang Yu Geng Wei Liang Tie Cai Hong Lai
2021, Volume 18, Issue 4: 3667-3679. doi: 10.3934/mbe.2021183
Abstract HTML PDF Cited (6) Viewed (4616)
Research article
Back propagation neural network model for medical expenses in patients with breast cancer
Feiyan Ruan Xiaotong Ding Huiping Li Yixuan Wang Kemin Ye Houming Kan
2021, Volume 18, Issue 4: 3690-3698. doi: 10.3934/mbe.2021185
Abstract HTML PDF Cited (6) Viewed (3945)
Research article
Differential diagnosis of breast cancer assisted by S-Detect artificial intelligence system
Qun Xia Yangmei Cheng Jinhua Hu Juxia Huang Yi Yu Hongjuan Xie Jun Wang
2021, Volume 18, Issue 4: 3680-3689. doi: 10.3934/mbe.2021184
Abstract HTML PDF Cited (22) Viewed (6399)
Research article
Infusion port level detection for intravenous infusion based on Yolo v3 neural network
Zeyong Huang Yuhong Li Tingting Zhao Peng Ying Ying Fan Jun Li
2021, Volume 18, Issue 4: 3491-3501. doi: 10.3934/mbe.2021175
Abstract HTML PDF Cited (12) Viewed (4231)
Research article
Research on the influence of attention and emotion of tea drinkers based on artificial neural network
Biyun Hong Yang Zhang
2021, Volume 18, Issue 4: 3423-3434. doi: 10.3934/mbe.2021171
Abstract HTML PDF Cited (6) Viewed (3139)
Research article
Three-dimensional image reconstruction based on improved U-net network for anatomy of pulmonary segmentectomy
Xuefei Deng Yu Liu Hao Chen
2021, Volume 18, Issue 4: 3313-3322. doi: 10.3934/mbe.2021165
Abstract HTML PDF Cited (11) Viewed (3287)
Research article
A mental health informatics study on the mediating effect of the regulatory emotional self-efficacy
Zhenghong Xu Juan Du
2021, Volume 18, Issue 3: 2775-2788. doi: 10.3934/mbe.2021141
Abstract HTML PDF Cited (14) Viewed (4202)
Research article
Fuzzy theory analysis on imagery modeling of wearable bracelet in the urbanian health management
Ruoyi Zhao Ying Gao Xingmin Lin Ye Tian Xiu Chen Luting Xia Yuqiong Jie
2021, Volume 18, Issue 1: 600-615. doi: 10.3934/mbe.2021033
Abstract HTML PDF Cited (6) Viewed (3995)
Research article
Worry less about the algorithm, more about the sequence of events
Farrokh Alemi
2020, Volume 17, Issue 6: 6557-6572. doi: 10.3934/mbe.2020342
Abstract HTML PDF Cited (1) Viewed (4216)
Research article
Faster R-CNN with improved anchor box for cell recognition
Tingxi Wen Hanxiao Wu Yu Du Chuanbo Huang
2020, Volume 17, Issue 6: 7772-7786. doi: 10.3934/mbe.2020395
Abstract HTML PDF Cited (5) Viewed (5742)