OOIR: Observatory of International Research

Papers

(The TQCC of Health Information Science and Systems is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-02-01 to 2025-02-01.)

Article	Citations
Clinical and epidemiological investigation of a child with asymptomatic COVID-19 infection following reoccurrence	79
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	66
Microstate feature fusion for distinguishing AD from MCI	59
A two-stage segmentation of sublingual veins based on compact fully convolutional networks for Traditional Chinese Medicine images	58
A new diagnostic autism spectrum disorder (DASD) strategy using ensemble diagnosis methodology based on blood tests	53
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder	37
Differential diagnosis between dilated cardiomyopathy and ischemic cardiomyopathy based on variational mode decomposition and high order spectra analysis	36
Dengue outbreaks prediction in Bangladesh perspective using distinct multilayer perceptron NN and decision tree	35
Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM	32
Design and technical validation to generate a synthetic 12-lead electrocardiogram dataset to promote artificial intelligence research	32
Source-specific contributions of particulate matter to asthma-related pediatric emergency department utilization	27
Automated lead toxicity prediction using computational modelling framework	26
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator	26
Fast prototyping of a local fuzzy search system for decision support and retraining of hospital staff during pandemic	24
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network	23
Using nutrigenomics to guide personalized nutrition supplementation for bolstering immune system	20
DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images	19
Intelligent antepartum fetal monitoring via deep learning and fusion of cardiotocographic signals and clinical data	18
Essential proteins discovery based on dominance relationship and neighborhood similarity centrality	17
Classifying sepsis from photoplethysmography	16
BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification	16
Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals	16
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network	15
Liver fibrosis MR images classification based on higher-order interaction and sample distribution rebalancing	15
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images	14

COVID-19 infection map generation and detection from chest X-ray images	14
An algorithm for Parkinson’s disease speech classification based on isolated words analysis	13
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis	13
A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data	12
A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification	11
A transfer learning enabled approach for ocular disease detection and classification	11
Improving laryngeal cancer detection using chaotic metaheuristics integration with squeeze-and-excitation resnet model	11
Analyzing and identifying predictable time range for stress prediction based on chaos theory and deep learning	11
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification	10
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network	10
Forecasting fMRI images from video sequences: linear model analysis	10
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules	9
MFDNN: multi-channel feature deep neural network algorithm to identify COVID19 chest X-ray images	9
ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis	9
Early detection of paediatric and adolescent obsessive–compulsive, separation anxiety and attention deficit hyperactivity disorder using machine learning algorithms	9
Characterization of biliary and duodenal microbiota in patients with primary and recurrent choledocholithiasis	9
Exploring relationship between emotion and probiotics with knowledge graphs	9
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation	8
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine	8
Meta semi-supervised medical image segmentation with label hierarchy	7
Postoperative prognostic nomogram for adult grade II/III astrocytoma in the Chinese Han population	7
Detection of the quality of vital signals by the Monte Carlo Markov Chain (MCMC) method and noise deleting	7
Frailty detection in older adults via fractal analysis of acceleration signals from wrist-worn sensors	7
Effectiveness assessment of repetitive transcranial alternating current stimulation with concurrent EEG and fNIRS measurement	6
Predicting drug–drug interactions based on multi-view and multichannel attention deep learning	6
Classification of normal and depressed EEG signals based on centered correntropy of rhythms in empirical wavelet transform domain	6
Knowledge Graphs of Kawasaki Disease	6
Causal relationship between apolipoprotein B and risk of atherosclerotic cardiovascular disease: a mendelian randomization analysis	6
SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos	6
A new segment method for pulmonary artery and vein	6
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset	6
Development of a recommendation system and data analysis in personalized medicine: an approach towards healthy vascular ageing	6
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer	6