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Health Information Science and Systems, Volume 10
Volume 10, Number 1, December 2022
- Tawsifur Rahman, Alex Akinbi
, Muhammad Enamul Hoque Chowdhury, Tarik A. Rashid
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network. 1 - Koushik Chandra Howlader, Md. Shahriare Satu
Machine learning models for classification and identification of significant attributes to detect type 2 diabetes. 2 - Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images. 3 - Liangrui Pan
MFDNN: multi-channel feature deep neural network algorithm to identify COVID19 chest X-ray images. 4 - Caogen Hong
CD-Surv: a contrastive-based model for dynamic survival analysis. 5 - Petros Barmpas
A divisive hierarchical clustering methodology for enhancing the ensemble prediction power in large scale population studies: the ATHLOS project. 6 - Qingfeng Tang
Wrist pulse signal based vascular age calculation using mixed Gaussian model and support vector regression. 7 - Shaochi Li, Yan Liu
Pre-collapse femoral head necrosis treated by hip abduction: a computational biomechanical analysis. 8 - Dinesh Pandey, Hua Wang
Automatic breast lesion segmentation in phase preserved DCE-MRIs. 9 - Thomas Schmierer
A novel empirical wavelet SODP and spectral entropy based index for assessing the depth of anaesthesia. 10 - Kaiwei Zhao, Chun Shan, Yan Luximon
Contributions of individual muscle forces to hip, knee, and ankle contact forces during the stance phase of running: a model-based study. 11 - Atikur Rahman
An assessment of random forest technique using simulation study: illustration with infant mortality in Bangladesh. 12 - Puneet, Rakesh Kumar
Optical coherence tomography image based eye disease detection using deep convolutional neural network. 13 - Mohamed A. Berbar
Features extraction using encoded local binary pattern for detection and grading diabetic retinopathy. 14 - Chaohui Guo, Shaofu Lin
Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM. 15 - Yupan Shi, Qinying Ma
Microstate feature fusion for distinguishing AD from MCI. 16 - Rania Ramadan, Saleh K. H. Aly, Saied M. Abd El-atty:
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network. 17 - Qiu-yu Lin, Guo-tian Lin, Fan Zhang, Xia-Yu Xiang, Yue-Hua Zhang, Jia-Chong Wang, Yu-ming Jin, Yuan-ping Hai, Tao Wu, Zhi-Yue Lv, Wei Xiang:
Clinical and epidemiological investigation of a child with asymptomatic COVID-19 infection following reoccurrence. 18 - Chenyang Li
A multi-label classification system for anomaly classification in electrocardiogram. 19 - Guangjun Wang
Design and evaluation of an exergame system to assist knee disorders patients' rehabilitation based on gesture interaction. 20 - Shishir Muralidhara
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. 21 - Yong Zhang, Ming Sheng, Xingyue Liu, Ruoyu Wang, Weihang Lin, Peng Ren, Xia Wang, Enlai Zhao, Wenchao Song:
A heterogeneous multi-modal medical data fusion framework supporting hybrid data exploration. 22 - Manika Jha
A framework for in-vivo human brain tumor detection using image augmentation and hybrid features. 23 - Hesam Akbari, Muhammad Tariq Sadiq
Identification of normal and depression EEG signals in variational mode decomposition domain. 24 - Shuwen Wang
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction. 25 - Fadi A. Thabtah
Autism screening: an unsupervised machine learning approach. 26 - Yueping Sun
Exploring relationship between emotion and probiotics with knowledge graphs. 27 - Nazmus Sakib, Kathryn Hyer, Debra Dobbs, Lindsay Peterson, Dylan J. Jester
A GIS enhanced data analytics approach for predicting nursing home hurricane evacuation response. 28 - Yanjiao Zeng, Dongning Liu, Yang Wang
Identification of phosphorylation site using S-padding strategy based convolutional neural network. 29 - Sara Lombardi
Classifying sepsis from photoplethysmography. 30 - Erkan Deniz
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset. 31 - Md. Ashikur Rahman Khan
Dengue outbreaks prediction in Bangladesh perspective using distinct multilayer perceptron NN and decision tree. 32
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