Collection
SI - Deep Learning, Parallel Computing in Biomed Sciences & Healthcare
- Submission status
- Closed
All papers will undergo the standard, rigorous journal review process and be accepted only if well-suited to the topic of this special issue and meeting the scientific level of the journal. Final decisions on all papers are made by the Editor in Chief.
Editors
-
Chia-Chen Chen
-
-
Yung-Kuan Chan
-
-
Edwin Lughofer
-
-
Jose de Jesus Rubio
-
Articles (62 in this collection)
-
-
Leveraging side information as adjusting embedding to improve user representation for recommendations
Authors (first, second and last of 7)
- SuHua Wang
- ZhiQiang Ma
- Bo Tang
- Content type: OriginalPaper
- Published: 20 June 2022
- Pages: 19322 - 19345
-
Usage of biorthogonal wavelet filtering algorithm in data processing of biomedical images
Authors (first, second and last of 6)
- Xiaoyi Chang
- Yuebin Li
- Chao Zhao
- Content type: OriginalPaper
- Published: 25 May 2022
- Pages: 17920 - 17942
-
Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection
Authors (first, second and last of 5)
- Janmenjoy Nayak
- Saroj K. Meher
- S. Vimal
- Content type: OriginalPaper
- Published: 10 April 2022
- Pages: 14866 - 14891
-
Full-convolution Siamese network algorithm under deep learning used in tracking of facial video image in newborns
Authors
- Yun Wang
- Lu Huang
- Austin Lin Yee
- Content type: OriginalPaper
- Published: 01 April 2022
- Pages: 14343 - 14361
-
Analysis of high-level dance movements under deep learning and internet of things
Authors
- Shan Wang
- Shusheng Tong
- Content type: OriginalPaper
- Published: 31 March 2022
- Pages: 14294 - 14316
-
Analyzing body changes of high-level dance movements through biological image visualization technology by convolutional neural network
Authors
- Ruizhi Zhang
- Content type: OriginalPaper
- Published: 24 January 2022
- Pages: 10521 - 10541
-
Scenario analysis on medical treatments of patients with knee osteoarthritis
Authors
- Shih-Chin Tan
- Chun-Liang Lai
- Jia-Jeng Hou
- Content type: OriginalPaper
- Published: 22 January 2022
- Pages: 10310 - 10325
-
Automated detection of age-related macular degeneration using a pre-trained deep-learning scheme
Authors (first, second and last of 4)
- Seifedine Kadry
- V. Rajinikanth
- Elena Verdú
- Content type: OriginalPaper
- Published: 09 November 2021
- Pages: 7321 - 7340
-
Automated segmentation of leukocyte from hematological images—a study using various CNN schemes
Authors (first, second and last of 5)
- Seifedine Kadry
- Venkatesan Rajinikanth
- Xiomara Patricia Blanco Valencia
- Content type: OriginalPaper
- Open Access
- Published: 04 November 2021
- Pages: 6974 - 6994
-
High-performance medical data processing technology based on distributed parallel machine learning algorithm
Authors (first, second and last of 4)
- Ji Liu
- Xiao Liang
- Bo Zhang
- Content type: OriginalPaper
- Published: 07 October 2021
- Pages: 5933 - 5956
-
Evaluation of sports public service under fuzzy integral and deep neural network
Authors
- Yunfei Yang
- Jingwei Yang
- Xiantao Huang
- Content type: OriginalPaper
- Published: 04 October 2021
- Pages: 5697 - 5711
-
Analysis of treatment effect of acupuncture on cervical spondylosis and neck pain with the data mining technology under deep learning
Authors
- Huaying Huo
- Yigang Chang
- Yu Tang
- Content type: OriginalPaper
- Published: 28 September 2021
- Pages: 5547 - 5564
-
The facial expression recognition technology under image processing and neural network
Authors (first, second and last of 4)
- Dezhu Zhao
- Yufeng Qian
- Min Yang
- Content type: OriginalPaper
- Published: 08 September 2021
- Pages: 4681 - 4708
-
Analysis of lower limb high-risk injury factors of patellar tendon enthesis of basketball players based on deep learning and big data
Authors
- Hongyu Wu
- Lili Wang
- Content type: OriginalPaper
- Published: 03 September 2021
- Pages: 4467 - 4486
-
Adoption of combined detection technology of tumor markers via deep learning algorithm in diagnosis and prognosis of gallbladder carcinoma
Authors (first, second and last of 5)
- Yigang Chang
- Qian Wu
- Qiang Li
- Content type: OriginalPaper
- Published: 17 August 2021
- Pages: 3955 - 3975
-
Contrast-enhanced ultrasound in optimization of treatment plans for diabetic nephropathy patients based on deep learning
Authors
- Xiaoying Sun
- Qiaoli Lu
- Content type: OriginalPaper
- Published: 30 July 2021
- Pages: 3539 - 3560
-
RETRACTED ARTICLE: Applying deep learning in football ankle injury for value of high-power magnetic resonance bioimaging evaluation
Authors (first, second and last of 4)
- Jun Xie
- Jianwei Zhang
- Guohua Chen
- Content type: OriginalPaper
- Published: 26 July 2021
- Pages: 3500 - 3516
-
Predictive models for detecting patients more likely to develop acute myocardial infarctions
Authors (first, second and last of 8)
- Fu-Hsing Wu
- Huey-Jen Lai
- Chih-Sheng Lin
- Content type: OriginalPaper
- Published: 24 June 2021
- Pages: 2043 - 2071
-
Auxiliary tumour diagnosis image with deep learning technology
Authors
- Shengchao Hou
- Content type: OriginalPaper
- Published: 28 May 2021
- Pages: 578 - 595
-
Adoption of bio-image technology on rehabilitation intervention of sports injury of golf
Authors
- Wenlong Zhou
- Zhiyong Fu
- Content type: OriginalPaper
- Published: 24 March 2021
- Pages: 11310 - 11327
-
Exploring the clinical diagnostic value of pelvic floor ultrasound images for pelvic organ prolapses through deep learning
Authors (first, second and last of 4)
- Li Duan
- Yangyun Wang
- Ningming Zhou
- Content type: OriginalPaper
- Published: 09 March 2021
- Pages: 10699 - 10720
-
Analysis of complications after transcatheter arterial chemoembolization based on deep learning
Authors (first, second and last of 7)
- Mengyan Xing
- Zhonghua Ma
- Li Han
- Content type: OriginalPaper
- Published: 05 March 2021
- Pages: 10441 - 10462
-
Analysis of the material distribution system of wise information technology of 120 under deep learning
Authors (first, second and last of 6)
- Sai Tang
- Hongrui Zhao
- Hongwei Wang
- Content type: OriginalPaper
- Published: 22 February 2021
- Pages: 9988 - 10002
-
A novel transfer learning approach for the classification of histological images of colorectal cancer
Authors (first, second and last of 6)
- Elene Firmeza Ohata
- João Victor Souza das Chagas
- Pedro Pedrosa Rebouças Filho
- Content type: OriginalPaper
- Published: 10 February 2021
- Pages: 9494 - 9519
-
Analysis of clinical features of large-cell neuroendocrine carcinoma patients guided by chest CT image under deep learning
Authors (first, second and last of 5)
- Chunfeng Zheng
- Xiaoting Wang
- Zhongtao Zhang
- Content type: OriginalPaper
- Published: 05 February 2021
- Pages: 9290 - 9307
-
MapReduce distributed parallel computing framework for diagnosis and treatment of knee joint Kashin-Beck disease
Authors (first, second and last of 9)
- Chenpo Dang
- Guirong Yi
- Shensong Li
- Content type: OriginalPaper
- Published: 02 February 2021
- Pages: 9088 - 9101
-
Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence
Authors (first, second and last of 4)
- Jianhai Zhang
- Jianhong Yu
- Xinhua Tian
- Content type: OriginalPaper
- Published: 25 January 2021
- Pages: 8674 - 8693
-
Diagnostic efficacy of ultrasound combined with magnetic resonance imaging in diagnosis of deep pelvic endometriosis under deep learning
Authors (first, second and last of 5)
- Minmin Yang
- Min Liu
- Yan Lin
- Content type: OriginalPaper
- Published: 06 January 2021
- Pages: 7598 - 7619
-
Efficacy evaluation of interventional therapy for primary liver cancer using magnetic resonance imaging and CT scanning under deep learning and treatment of vasovagal reflex
Authors (first, second and last of 5)
- Chunfeng Zheng
- Lei Chen
- Zhonghui Gao
- Content type: OriginalPaper
- Published: 05 January 2021
- Pages: 7535 - 7548
-
Adoption of computerized tomography images in detection of lung nodules and analysis of neuropeptide correlative substances under deep learning algorithm
Authors
- Li Zhu
- Jianbo Gao
- Content type: OriginalPaper
- Published: 05 January 2021
- Pages: 7584 - 7597
-
Evolution pattern mining on dynamic social network
Authors
- Guan-Yi Jheng
- Yi-Cheng Chen
- Hung-Ming Liang
- Content type: OriginalPaper
- Published: 04 January 2021
- Pages: 6979 - 6991
-
Construction and verification of color fundus image retinal vessels segmentation algorithm under BP neural network
Authors
- Zhao Liu
- Content type: OriginalPaper
- Published: 04 January 2021
- Pages: 7171 - 7183
-
Effects of screen size and visual presentation on visual fatigue based on regional brain wave activity
Authors
- Chun-Chia Lee
- Hsiu-Sen Chiang
- Meng-Hsing Hsiao
- Content type: OriginalPaper
- Published: 27 October 2020
- Pages: 4831 - 4851
-
A novel attention fusion network-based framework to ensemble the predictions of CNNs for lymph node metastasis detection
Authors (first, second and last of 5)
- Chinmay Rane
- Raj Mehrotra
- Mahua Bhattacharya
- Content type: OriginalPaper
- Published: 21 September 2020
- Pages: 4201 - 4220
-
Ultrasound image analysis technology under deep belief networks in evaluation on the effects of diagnosis and chemotherapy of cervical cancer
Authors (first, second and last of 5)
- Hongzhen Zhou
- Shuyuan Wang
- Kevin Yang
- Content type: OriginalPaper
- Published: 16 September 2020
- Pages: 4151 - 4171
-
Construction and verification of retinal vessel segmentation algorithm for color fundus image under BP neural network model
Authors
- Siyuan Tang
- Feifei Yu
- Content type: OriginalPaper
- Published: 07 September 2020
- Pages: 3870 - 3884
-
RenyiBS: Renyi entropy basis selection from wavelet packet decomposition tree for phonocardiogram classification
Authors
- Fatemeh Safara
- Asri Ranga Abdullah Ramaiah
- Content type: OriginalPaper
- Published: 31 August 2020
- Pages: 3710 - 3726
-
DNetUnet: a semi-supervised CNN of medical image segmentation for super-computing AI service
Authors (first, second and last of 4)
- Kuo-Kun Tseng
- Ran Zhang
- Mohammad Mehedi Hassan
- Content type: OriginalPaper
- Published: 26 August 2020
- Pages: 3594 - 3615
-
A multiple multilayer perceptron neural network with an adaptive learning algorithm for thyroid disease diagnosis in the internet of medical things
Authors (first, second and last of 8)
- Mehdi Hosseinzadeh
- Omed Hassan Ahmed
- Hsiu-Sen Chiang
- Content type: OriginalPaper
- Published: 26 August 2020
- Pages: 3616 - 3637
-
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits
Authors (first, second and last of 6)
- Y. A. Nanehkaran
- Defu Zhang
- Najla Al-Nabhan
- Content type: OriginalPaper
- Published: 28 July 2020
- Pages: 3193 - 3222
-
Image enhancement using deep-learning fully connected neural network mean filter
Authors (first, second and last of 4)
- Ching-Ta Lu
- Ling-Ling Wang
- Jia-An Lin
- Content type: OriginalPaper
- Published: 26 July 2020
- Pages: 3144 - 3164
-
Classification and recognition of computed tomography images using image reconstruction and information fusion methods
Authors (first, second and last of 6)
- Pengzhi Li
- Jianqiang Li
- Haihua Xie
- Content type: OriginalPaper
- Published: 29 June 2020
- Pages: 2645 - 2666
-
A review on diagnostic autism spectrum disorder approaches based on the Internet of Things and Machine Learning
Authors (first, second and last of 8)
- Mehdi Hosseinzadeh
- Jalil Koohpayehzadeh
- Mahdi Bohlouli
- Content type: OriginalPaper
- Published: 27 June 2020
- Pages: 2590 - 2608
-
Applying Taiwanese indigenous health literacy for designing an elders’ prevention fall course: a statistical analysis and deep learning approach
Authors (first, second and last of 5)
- Maiya Balalavi
- Hsiao-Ching Huang
- Yi-Maun Subeq
- Content type: OriginalPaper
- Published: 12 June 2020
- Pages: 2355 - 2382
-
Construction of patient service system based on QFD in internet of things
Authors
- Anzhong Huang
- Jie Cao
- Huimei Zhang
- Content type: OriginalPaper
- Published: 06 June 2020
- Pages: 2155 - 2171
-
Research on navigation of bidirectional A* algorithm based on ant colony algorithm
Authors (first, second and last of 5)
- Yu-qiang Chen
- Jian-lan Guo
- Hong-ling Liu
- Content type: OriginalPaper
- Published: 30 May 2020
- Pages: 1958 - 1975
-
An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier
Authors (first, second and last of 7)
- N. Deepa
- B. Prabadevi
- Usman Tariq
- Content type: OriginalPaper
- Published: 30 May 2020
- Pages: 1998 - 2017
-
A new deep convolutional neural network model for classifying breast cancer histopathological images and the hyperparameter optimisation of the proposed model
Authors
- Kadir Can Burçak
- Ömer Kaan Baykan
- Harun UÄŸuz
- Content type: OriginalPaper
- Published: 02 May 2020
- Pages: 973 - 989
-
A collaborative filtering recommendation system with dynamic time decay
Authors
- Yi-Cheng Chen
- Lin Hui
- Tipajin Thaipisutikul
- Content type: OriginalPaper
- Published: 01 April 2020
- Pages: 244 - 262