SI - Deep Learning, Parallel Computing in Biomed Sciences & Healthcare

Participating journal: The Journal of Supercomputing

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.

The Journal of Supercomputing

Journal

The Journal of Supercomputing

The Journal of Supercomputing publishes papers on the technology, architecture and systems, algorithms, languages and programs, performance measures and methods, and applications of...

Chia-Chen Chen

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Yung-Kuan Chan

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Edwin Lughofer

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Jose de Jesus Rubio

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Showing 1-50 of 62 articles

Ejection Fraction estimation using deep semantic segmentation neural network
Md. Golam Rabiul Alam
Abde Musavvir Khan
Ahmed Alsanad
OriginalPaper 02 July 2022 Pages: 27 - 50
Leveraging side information as adjusting embedding to improve user representation for recommendations
SuHua Wang
ZhiQiang Ma
Bo Tang
OriginalPaper 20 June 2022 Pages: 19322 - 19345
Usage of biorthogonal wavelet filtering algorithm in data processing of biomedical images
Xiaoyi Chang
Yuebin Li
Chao Zhao
OriginalPaper 25 May 2022 Pages: 17920 - 17942
Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection
Janmenjoy Nayak
Saroj K. Meher
S. Vimal
OriginalPaper 10 April 2022 Pages: 14866 - 14891
Full-convolution Siamese network algorithm under deep learning used in tracking of facial video image in newborns
Yun Wang
Lu Huang
Austin Lin Yee
OriginalPaper 01 April 2022 Pages: 14343 - 14361
Analysis of high-level dance movements under deep learning and internet of things
Shan Wang
Shusheng Tong
OriginalPaper 31 March 2022 Pages: 14294 - 14316
Analyzing body changes of high-level dance movements through biological image visualization technology by convolutional neural network
Ruizhi Zhang
OriginalPaper 24 January 2022 Pages: 10521 - 10541
Scenario analysis on medical treatments of patients with knee osteoarthritis
Shih-Chin Tan
Chun-Liang Lai
Jia-Jeng Hou
OriginalPaper 22 January 2022 Pages: 10310 - 10325
Automated detection of age-related macular degeneration using a pre-trained deep-learning scheme
Seifedine Kadry
V. Rajinikanth
Elena Verdú
OriginalPaper 09 November 2021 Pages: 7321 - 7340
Automated segmentation of leukocyte from hematological images—a study using various CNN schemes
Seifedine Kadry
Venkatesan Rajinikanth
Xiomara Patricia Blanco Valencia
OriginalPaper Open access 04 November 2021 Pages: 6974 - 6994
High-performance medical data processing technology based on distributed parallel machine learning algorithm
Ji Liu
Xiao Liang
Bo Zhang
OriginalPaper 07 October 2021 Pages: 5933 - 5956
Evaluation of sports public service under fuzzy integral and deep neural network
Yunfei Yang
Jingwei Yang
Xiantao Huang
OriginalPaper 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
Huaying Huo
Yigang Chang
Yu Tang
OriginalPaper 28 September 2021 Pages: 5547 - 5564
The facial expression recognition technology under image processing and neural network
Dezhu Zhao
Yufeng Qian
Min Yang
OriginalPaper 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
Hongyu Wu
Lili Wang
OriginalPaper 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
Yigang Chang
Qian Wu
Qiang Li
OriginalPaper 17 August 2021 Pages: 3955 - 3975
Contrast-enhanced ultrasound in optimization of treatment plans for diabetic nephropathy patients based on deep learning
Xiaoying Sun
Qiaoli Lu
OriginalPaper 30 July 2021 Pages: 3539 - 3560
RETRACTED ARTICLE: Applying deep learning in football ankle injury for value of high-power magnetic resonance bioimaging evaluation
Jun Xie
Jianwei Zhang
Guohua Chen
OriginalPaper 26 July 2021 Pages: 3500 - 3516
Predictive models for detecting patients more likely to develop acute myocardial infarctions
Fu-Hsing Wu
Huey-Jen Lai
Chih-Sheng Lin
OriginalPaper 24 June 2021 Pages: 2043 - 2071
Auxiliary tumour diagnosis image with deep learning technology
Shengchao Hou
OriginalPaper 28 May 2021 Pages: 578 - 595
Adoption of bio-image technology on rehabilitation intervention of sports injury of golf
Wenlong Zhou
Zhiyong Fu
OriginalPaper 24 March 2021 Pages: 11310 - 11327
Exploring the clinical diagnostic value of pelvic floor ultrasound images for pelvic organ prolapses through deep learning
Li Duan
Yangyun Wang
Ningming Zhou
OriginalPaper 09 March 2021 Pages: 10699 - 10720
Analysis of complications after transcatheter arterial chemoembolization based on deep learning
Mengyan Xing
Zhonghua Ma
Li Han
OriginalPaper 05 March 2021 Pages: 10441 - 10462
Analysis of the material distribution system of wise information technology of 120 under deep learning
Sai Tang
Hongrui Zhao
Hongwei Wang
OriginalPaper 22 February 2021 Pages: 9988 - 10002
A novel transfer learning approach for the classification of histological images of colorectal cancer
Elene Firmeza Ohata
João Victor Souza das Chagas
Pedro Pedrosa Rebouças Filho
OriginalPaper 10 February 2021 Pages: 9494 - 9519
Analysis of clinical features of large-cell neuroendocrine carcinoma patients guided by chest CT image under deep learning
Chunfeng Zheng
Xiaoting Wang
Zhongtao Zhang
OriginalPaper 05 February 2021 Pages: 9290 - 9307
MapReduce distributed parallel computing framework for diagnosis and treatment of knee joint Kashin-Beck disease
Chenpo Dang
Guirong Yi
Shensong Li
OriginalPaper 02 February 2021 Pages: 9088 - 9101
Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence
Jianhai Zhang
Jianhong Yu
Xinhua Tian
OriginalPaper 25 January 2021 Pages: 8674 - 8693
Diagnostic efficacy of ultrasound combined with magnetic resonance imaging in diagnosis of deep pelvic endometriosis under deep learning
Minmin Yang
Min Liu
Yan Lin
OriginalPaper 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
Chunfeng Zheng
Lei Chen
Zhonghui Gao
OriginalPaper 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
Li Zhu
Jianbo Gao
OriginalPaper 05 January 2021 Pages: 7584 - 7597
Evolution pattern mining on dynamic social network
Guan-Yi Jheng
Yi-Cheng Chen
Hung-Ming Liang
OriginalPaper 04 January 2021 Pages: 6979 - 6991
Construction and verification of color fundus image retinal vessels segmentation algorithm under BP neural network
Zhao Liu
OriginalPaper 04 January 2021 Pages: 7171 - 7183
Effects of screen size and visual presentation on visual fatigue based on regional brain wave activity
Chun-Chia Lee
Hsiu-Sen Chiang
Meng-Hsing Hsiao
OriginalPaper 27 October 2020 Pages: 4831 - 4851
A novel attention fusion network-based framework to ensemble the predictions of CNNs for lymph node metastasis detection
Chinmay Rane
Raj Mehrotra
Mahua Bhattacharya
OriginalPaper 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
Hongzhen Zhou
Shuyuan Wang
Kevin Yang
OriginalPaper 16 September 2020 Pages: 4151 - 4171
Construction and verification of retinal vessel segmentation algorithm for color fundus image under BP neural network model
Siyuan Tang
Feifei Yu
OriginalPaper 07 September 2020 Pages: 3870 - 3884
RenyiBS: Renyi entropy basis selection from wavelet packet decomposition tree for phonocardiogram classification
Fatemeh Safara
Asri Ranga Abdullah Ramaiah
OriginalPaper 31 August 2020 Pages: 3710 - 3726
DNetUnet: a semi-supervised CNN of medical image segmentation for super-computing AI service
Kuo-Kun Tseng
Ran Zhang
Mohammad Mehedi Hassan
OriginalPaper 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
Mehdi Hosseinzadeh
Omed Hassan Ahmed
Hsiu-Sen Chiang
OriginalPaper 26 August 2020 Pages: 3616 - 3637
Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits
Y. A. Nanehkaran
Defu Zhang
Najla Al-Nabhan
OriginalPaper 28 July 2020 Pages: 3193 - 3222
Image enhancement using deep-learning fully connected neural network mean filter
Ching-Ta Lu
Ling-Ling Wang
Jia-An Lin
OriginalPaper 26 July 2020 Pages: 3144 - 3164
Classification and recognition of computed tomography images using image reconstruction and information fusion methods
Pengzhi Li
Jianqiang Li
Haihua Xie
OriginalPaper 29 June 2020 Pages: 2645 - 2666
A review on diagnostic autism spectrum disorder approaches based on the Internet of Things and Machine Learning
Mehdi Hosseinzadeh
Jalil Koohpayehzadeh
Mahdi Bohlouli
OriginalPaper 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
Maiya Balalavi
Hsiao-Ching Huang
Yi-Maun Subeq
OriginalPaper 12 June 2020 Pages: 2355 - 2382
Construction of patient service system based on QFD in internet of things
Anzhong Huang
Jie Cao
Huimei Zhang
OriginalPaper 06 June 2020 Pages: 2155 - 2171
Research on navigation of bidirectional A* algorithm based on ant colony algorithm
Yu-qiang Chen
Jian-lan Guo
Hong-ling Liu
OriginalPaper 30 May 2020 Pages: 1958 - 1975
An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier
N. Deepa
B. Prabadevi
Usman Tariq
OriginalPaper 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
Kadir Can Burçak
Ömer Kaan Baykan
Harun Uğuz
OriginalPaper 02 May 2020 Pages: 973 - 989
A collaborative filtering recommendation system with dynamic time decay
Yi-Cheng Chen
Lin Hui
Tipajin Thaipisutikul
OriginalPaper 01 April 2020 Pages: 244 - 262