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2021 Volume 18, Issue 2

Research article Special Issue
A new inconsistent context fusion algorithm based on BP neural network and modified DST
Hongji Xu,  Shi Li,  Shidi Fan,  Min Chen
2021, Volume 18, Issue 2: 968-982. doi: 10.3934/mbe.2021051
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Preface Special Issue
Special issue: Modeling the biological, epidemiological, immunological, molecular, virological aspects of COVID-19
Daozhou Gao,  Daihai He
2021, Volume 18, Issue 2: 983-985. doi: 10.3934/mbe.2021052
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Research article Special Issue
How to construct low-altitude aerial image datasets for deep learning
Xin Shu,  Xin Cheng,  Shubin Xu,  Yunfang Chen,  Tinghuai Ma,  Wei Zhang
2021, Volume 18, Issue 2: 986-999. doi: 10.3934/mbe.2021053
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Research article Special Issue
A method based on multi-standard active learning to recognize entities in electronic medical record
Qiao Pan,  Chen Huang,  Dehua Chen
2021, Volume 18, Issue 2: 1000-1021. doi: 10.3934/mbe.2021054
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Research article
Research on obstacle avoidance algorithm for unmanned ground vehicle based on multi-sensor information fusion
Jiliang Lv,  Chenxi Qu,  Shaofeng Du,  Xinyu Zhao,  Peng Yin,  Ning Zhao,  Shengguan Qu
2021, Volume 18, Issue 2: 1022-1039. doi: 10.3934/mbe.2021055
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Research article Special Issue
Powerlifting score prediction using a machine learning method
Vinh Huy Chau
2021, Volume 18, Issue 2: 1040-1050. doi: 10.3934/mbe.2021056
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Research article Special Issue
Identification of key genes and evaluation of immune cell infiltration in vitiligo
Xiangyue Zhang,  Wen Hu,  Zixian Lei,  Hongjuan Wang,  Xiaojing Kang
2021, Volume 18, Issue 2: 1051-1062. doi: 10.3934/mbe.2021057
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Research article Special Issue
Minimal realization and approximation of commensurate linear fractional-order systems via Loewner matrix method
Lihong Meng,  Xu Yang,  Umair Zulfiqar,  Xin Du
2021, Volume 18, Issue 2: 1063-1076. doi: 10.3934/mbe.2021058
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Research article
Stability of HTLV/HIV dual infection model with mitosis and latency
A. M. Elaiw,  N. H. AlShamrani
2021, Volume 18, Issue 2: 1077-1120. doi: 10.3934/mbe.2021059
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Research article Special Issue
Efficiently deep learning for monitoring Ipomoea cairica (L.) sweets in the wild
Fei Tang,  Dabin Zhang,  Xuehua Zhao
2021, Volume 18, Issue 2: 1121-1135. doi: 10.3934/mbe.2021060
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Research article Special Issue
Security protocols analysis including various time parameters
Sabina Szymoniak
2021, Volume 18, Issue 2: 1136-1153. doi: 10.3934/mbe.2021061
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Research article
Numerical evaluation of high-intensity focused ultrasound- induced thermal lesions in atherosclerotic plaques
Weirui Lei,  Jiwen Hu,  Yatao Liu,  Wenyi Liu,  Xuekun Chen
2021, Volume 18, Issue 2: 1154-1168. doi: 10.3934/mbe.2021062
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Research article Special Issue
Deep sparse transfer learning for remote smart tongue diagnosis
Xu Zhang,  Wei Huang,  Jing Gao,  Dapeng Wang,  Changchuan Bai,  Zhikui Chen
2021, Volume 18, Issue 2: 1169-1186. doi: 10.3934/mbe.2021063
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Research article Special Issue
Image processing effects on the deep face recognition system
Jinhua Zeng,  Xiulian Qiu,  Shaopei Shi
2021, Volume 18, Issue 2: 1187-1200. doi: 10.3934/mbe.2021064
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Research article Special Issue
Integration of single-cell and bulk RNA sequencing data reveals key cell types and regulators in traumatic brain injury
Rui-zhe Zheng,  Jin Xing,  Qiong Huang,  Xi-tao Yang,  Chang-yi Zhao,  Xin-yuan Li
2021, Volume 18, Issue 2: 1201-1214. doi: 10.3934/mbe.2021065
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Review Special Issue
Primary cilium: a paradigm for integrating mathematical modeling with experiments and numerical simulations in mechanobiology
Zhangli Peng,  Andrew Resnick,  Y.-N. Young
2021, Volume 18, Issue 2: 1215-1237. doi: 10.3934/mbe.2021066
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Research article
A mathematical model of food intake
Mantana Chudtong,  Andrea De Gaetano
2021, Volume 18, Issue 2: 1238-1279. doi: 10.3934/mbe.2021067
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Research article Special Issue
Watertight 2-manifold 3D bone surface model reconstruction from CT images based on visual hyper-spherical mapping
Tianran Yuan,  Hongsheng Zhang,  Hao Liu,  Juan Du,  Huiming Yu,  Yimin Wang,  Yabin Xu
2021, Volume 18, Issue 2: 1280-1313. doi: 10.3934/mbe.2021068
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Research article
Study of the sterile insect release technique for a two-sex mosquito population model
Mingzhan Huang,  Shouzong Liu,  Xinyu Song
2021, Volume 18, Issue 2: 1314-1339. doi: 10.3934/mbe.2021069
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Research article Special Issue
Influence of temperature-dependent acoustic and thermal parameters and nonlinear harmonics on the prediction of thermal lesion under HIFU ablation
Hu Dong,  Gang Liu,  Xin Tong
2021, Volume 18, Issue 2: 1340-1351. doi: 10.3934/mbe.2021070
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Research article
Qualitative analysis of a nonautonomous stochastic $ SIS $ epidemic model with L$ \acute {e} $vy jumps
Long Lv,  Xiao-Juan Yao
2021, Volume 18, Issue 2: 1352-1369. doi: 10.3934/mbe.2021071
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Research article Special Issue
On regularization of charge singularities in solving the Poisson-Boltzmann equation with a smooth solute-solvent boundary
Siwen Wang,  Emil Alexov,  Shan Zhao
2021, Volume 18, Issue 2: 1370-1405. doi: 10.3934/mbe.2021072
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Research article Special Issue
Modeling flow in embryonic lymphatic vasculature: what is its role in valve development?
Christopher D. Bertram,  Bernard O. Ikhimwin,  Charlie Macaskill
2021, Volume 18, Issue 2: 1406-1424. doi: 10.3934/mbe.2021073
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Research article
The asymptotic stability of numerical analysis for stochastic age-dependent cooperative Lotka-Volterra system
Mengqing Zhang,  Qimin Zhang,  Jing Tian,  Xining Li
2021, Volume 18, Issue 2: 1425-1449. doi: 10.3934/mbe.2021074
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Research article Special Issue
Effect of DAA therapy in hepatitis C treatment — an impulsive control approach
Amar Nath Chatterjee,  Fahad Al Basir,  Yasuhiro Takeuchi
2021, Volume 18, Issue 2: 1450-1464. doi: 10.3934/mbe.2021075
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Research article Special Issue
Mathematical model of atherosclerotic aneurysm
Guoyi Ke,  Chetan Hans,  Gunjan Agarwal,  Kristine Orion,  Michael Go,  Wenrui Hao
2021, Volume 18, Issue 2: 1465-1484. doi: 10.3934/mbe.2021076
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Research article
Modelling and analysis of a stochastic nonautonomous predator-prey model with impulsive effects and nonlinear functional response
Yan Zhang,  Shujing Gao,  Shihua Chen
2021, Volume 18, Issue 2: 1485-1512. doi: 10.3934/mbe.2021077
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Research article Special Issue
A deep learning-based medication behavior monitoring system
Hyeji Roh,  Seulgi Shin,  Jinseo Han,  Sangsoon Lim
2021, Volume 18, Issue 2: 1513-1528. doi: 10.3934/mbe.2021078
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Research article Special Issue
Staged progression epidemic models for the transmission of invasive nontyphoidal Salmonella (iNTS) with treatment
Zhuolin Qu,  Benjamin H. McMahon,  Douglas J. Perkins,  James M. Hyman
2021, Volume 18, Issue 2: 1529-1549. doi: 10.3934/mbe.2021079
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Research article Special Issue
A comparative study for glioma classification using deep convolutional neural networks
Hakan Özcan,  Bülent Gürsel Emiroğlu,  Hakan Sabuncuoğlu,  Selçuk Özdoğan,  Ahmet Soyer,  Tahsin Saygı
2021, Volume 18, Issue 2: 1550-1572. doi: 10.3934/mbe.2021080
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Research article Special Issue
Dual-phase lag model of heat transfer between blood vessel and biological tissue
Ewa Majchrzak,  Mikołaj Stryczyński
2021, Volume 18, Issue 2: 1573-1589. doi: 10.3934/mbe.2021081
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Research article Special Issue
EMLP: short-term gas load forecasting based on ensemble multilayer perceptron with adaptive weight correction
Fengyong Li,  Meng Sun
2021, Volume 18, Issue 2: 1590-1608. doi: 10.3934/mbe.2021082
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Research article Special Issue
Parallel label propagation algorithm based on weight and random walk
Meili Tang,  Qian Pan,  Yurong Qian,  Yuan Tian,  Najla Al-Nabhan,  Xin Wang
2021, Volume 18, Issue 2: 1609-1628. doi: 10.3934/mbe.2021083
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Research article Special Issue
Traveling wave phenomena in a nonlocal dispersal predator-prey system with the Beddington-DeAngelis functional response and harvesting
Zhihong Zhao,  Yan Li,  Zhaosheng Feng
2021, Volume 18, Issue 2: 1629-1652. doi: 10.3934/mbe.2021084
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Research article Special Issue
Michell truss design for lightweight gear bodies
Ganjun Xu,  Ning Dai
2021, Volume 18, Issue 2: 1653-1669. doi: 10.3934/mbe.2021085
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Research article
An enhanced diagnosis method for weak fault features of bearing acoustic emission signal based on compressed sensing
Cong Wang,  Chang Liu,  Mengliang Liao,  Qi Yang
2021, Volume 18, Issue 2: 1670-1688. doi: 10.3934/mbe.2021086
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Research article
Mathematical analysis of an HIV model with latent reservoir, delayed CTL immune response and immune impairment
Ning Bai,  Rui Xu
2021, Volume 18, Issue 2: 1689-1707. doi: 10.3934/mbe.2021087
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Research article Special Issue
Transcriptome profiling reveals liver metastasis-associated genes in pancreatic ductal adenocarcinoma
Yang Yu,  Zhe Wang,  Dai hai Mo,  Zhen Wang,  Gang Li
2021, Volume 18, Issue 2: 1708-1721. doi: 10.3934/mbe.2021088
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Research article Special Issue
A visually secure image encryption method based on integer wavelet transform and rhombus prediction
Xianyi Chen,  Mengling Zou,  Bin Yang,  Zhenli Wang,  Nannan Wu,  Lili Qi
2021, Volume 18, Issue 2: 1722-1739. doi: 10.3934/mbe.2021089
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Research article Special Issue
Generative adversarial network based data augmentation to improve cervical cell classification model
Suxiang Yu,  Shuai Zhang,  Bin Wang,  Hua Dun,  Long Xu,  Xin Huang,  Ermin Shi,  Xinxing Feng
2021, Volume 18, Issue 2: 1740-1752. doi: 10.3934/mbe.2021090
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Review Special Issue
Artificial intelligence applied to neuroimaging data in Parkinsonian syndromes: Actuality and expectations
Annalisa Vitale,  Rossella Villa,  Lorenzo Ugga,  Valeria Romeo,  Arnaldo Stanzione,  Renato Cuocolo
2021, Volume 18, Issue 2: 1753-1773. doi: 10.3934/mbe.2021091
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Research article Special Issue
Optimized neural network based sliding mode control for quadrotors with disturbances
Ping Li,  Zhe Lin,  Hong Shen,  Zhaoqi Zhang,  Xiaohua Mei
2021, Volume 18, Issue 2: 1774-1793. doi: 10.3934/mbe.2021092
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Research article Special Issue
New formulation for discrete dynamical type inequalities via $ h $-discrete fractional operator pertaining to nonsingular kernel
Maysaa Al Qurashi,  Saima Rashid,  Sobia Sultana,  Hijaz Ahmad,  Khaled A. Gepreel
2021, Volume 18, Issue 2: 1794-1812. doi: 10.3934/mbe.2021093
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Review Special Issue
Data-driven biomarker analysis using computational omics approaches to assess neurodegenerative disease progression
Marios G. Krokidis,  Themis P. Exarchos,  Panagiotis Vlamos
2021, Volume 18, Issue 2: 1813-1832. doi: 10.3934/mbe.2021094
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Research article
Global dynamics of COVID-19 epidemic model with recessive infection and isolation
Rong Yuan,  Yangjun Ma,  Congcong Shen,  Jinqing Zhao,  Xiaofeng Luo,  Maoxing Liu
2021, Volume 18, Issue 2: 1833-1844. doi: 10.3934/mbe.2021095
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Research article Special Issue
Analysis of the effectiveness of the treatment of solid tumors in two cases of drug administration
Lorand Gabriel Parajdi,  Radu Precup,  Marcel-Adrian Şerban,  Ioan Ştefan Haplea
2021, Volume 18, Issue 2: 1845-1863. doi: 10.3934/mbe.2021096
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Research article
Size measurement and prediction for L-glutamic acid crystal growth during stirred crystallization based on imaging analysis
Yan Huo,  Diyuan Guan
2021, Volume 18, Issue 2: 1864-1878. doi: 10.3934/mbe.2021097
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Research article Special Issue
Immune classification of osteosarcoma
Trang Le,  Sumeyye Su,  Leili Shahriyari
2021, Volume 18, Issue 2: 1879-1897. doi: 10.3934/mbe.2021098
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Research article Special Issue
Defect reconstruction from magnetic flux leakage measurements employing modified cuckoo search algorithm
Daqian Zhang,  Chen Huang,  Jiyou Fei
2021, Volume 18, Issue 2: 1898-1925. doi: 10.3934/mbe.2021099
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Research article
Research on the optimized route of cold chain logistics transportation of fresh products in context of energy-saving and emission reduction
Zheng Liu,  Hangxin Guo,  Yuanjun Zhao,  Bin Hu,  Lihua Shi,  Lingling Lang,  Bangtong Huang
2021, Volume 18, Issue 2: 1926-1940. doi: 10.3934/mbe.2021100
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Mathematical Biosciences and Engineering
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