OOIR: Observatory of International Research

Papers

(The median citation count of Health Information Science and Systems is 3. 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 2021-04-01 to 2025-04-01.)

Article	Citations
CSL-CTEA: a systematic method for evaluating novel intelligent cognitive assessment tools	82
Hyperbolic vision language representation learning on chest radiology images	71
Leveraging deep learning for epigenetic protein prediction: a novel approach for early lung cancer diagnosis and drug discovery	71
Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM	60
Dengue outbreaks prediction in Bangladesh perspective using distinct multilayer perceptron NN and decision tree	46
Adaptive filter of frequency bands based coordinate attention network for EEG-based motor imagery classification	39
Analyzing and identifying predictable time range for stress prediction based on chaos theory and deep learning	37
Automated lead toxicity prediction using computational modelling framework	36
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	33
Fast prototyping of a local fuzzy search system for decision support and retraining of hospital staff during pandemic	32
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis	31
Comorbidity progression analysis: patient stratification and comorbidity prediction using temporal comorbidity network	30
DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images	29
A transfer learning enabled approach for ocular disease detection and classification	24
Classifying sepsis from photoplethysmography	24
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images	23
An algorithm for Parkinson’s disease speech classification based on isolated words analysis	23
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network	22
A two-stage segmentation of sublingual veins based on compact fully convolutional networks for Traditional Chinese Medicine images	20
Using nutrigenomics to guide personalized nutrition supplementation for bolstering immune system	20
Clinical and epidemiological investigation of a child with asymptomatic COVID-19 infection following reoccurrence	20
A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification	18
Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals	18
Characterization of biliary and duodenal microbiota in patients with primary and recurrent choledocholithiasis	17
Differential diagnosis between dilated cardiomyopathy and ischemic cardiomyopathy based on variational mode decomposition and high order spectra analysis	16

A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data	16
Essential proteins discovery based on dominance relationship and neighborhood similarity centrality	14
Forecasting fMRI images from video sequences: linear model analysis	14
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules	14
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator	13
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder	13
Microstate feature fusion for distinguishing AD from MCI	13
Deep transfer learning hybrid techniques for precision in breast cancer tumor histopathology classification	12
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network	11
BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification	11
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset	11
Optimized seizure detection leveraging band-specific insights from limited EEG channels	11
Liver fibrosis MR images classification based on higher-order interaction and sample distribution rebalancing	11
A new diagnostic autism spectrum disorder (DASD) strategy using ensemble diagnosis methodology based on blood tests	11
COVID-19 infection map generation and detection from chest X-ray images	11
Improving laryngeal cancer detection using chaotic metaheuristics integration with squeeze-and-excitation resnet model	11
Intelligent antepartum fetal monitoring via deep learning and fusion of cardiotocographic signals and clinical data	11
Design and technical validation to generate a synthetic 12-lead electrocardiogram dataset to promote artificial intelligence research	11
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation	10
Viewpoint-invariant exercise repetition counting	10
A new segment method for pulmonary artery and vein	9
Efficient management of pulmonary embolism diagnosis using a two-step interconnected machine learning model based on electronic health records data	9
Frailty detection in older adults via fractal analysis of acceleration signals from wrist-worn sensors	9
ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis	9
Effectiveness assessment of repetitive transcranial alternating current stimulation with concurrent EEG and fNIRS measurement	8
Gpmb-yolo: a lightweight model for efficient blood cell detection in medical imaging	8
MFDNN: multi-channel feature deep neural network algorithm to identify COVID19 chest X-ray images	7
Exploiting biochemical data to improve osteosarcoma diagnosis with deep learning	7
Meta semi-supervised medical image segmentation with label hierarchy	7
From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine	7
Predicting drug–drug interactions based on multi-view and multichannel attention deep learning	7
Identification of circRNA-miRNA-mRNA networks to explore underlying mechanism in lung cancer	7
Exploring relationship between emotion and probiotics with knowledge graphs	6
Artificial intelligence-based framework to identify the abnormalities in the COVID-19 disease and other common respiratory diseases from digital stethoscope data using deep CNN	6
Jointly constrained group sparse connectivity representation improves early diagnosis of Alzheimer’s disease on routinely acquired T1-weighted imaging-based brain network	6
SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos	6
Postoperative prognostic nomogram for adult grade II/III astrocytoma in the Chinese Han population	6
DRAW+: network-based computational drug repositioning with attention walking and noise filtering	6
Harbor seal whiskers optimization algorithm with deep learning-based medical imaging analysis for gastrointestinal cancer detection	6
Detection of the quality of vital signals by the Monte Carlo Markov Chain (MCMC) method and noise deleting	6
iAMP-CRA: Identifying Antimicrobial Peptides Using Convolutional Recurrent Neural Network with Self-Attention	6
Deep-kidney: an effective deep learning framework for chronic kidney disease prediction	5
Early detection of paediatric and adolescent obsessive–compulsive, separation anxiety and attention deficit hyperactivity disorder using machine learning algorithms	5
GEP-DNN4Mol: automatic chemical molecular design based on deep neural networks and gene expression programming	5
Development of a recommendation system and data analysis in personalized medicine: an approach towards healthy vascular ageing	5
Causal relationship between apolipoprotein B and risk of atherosclerotic cardiovascular disease: a mendelian randomization analysis	5
Segmentation and severity classification of scar tissues in LGE-CMR images using HDResC-Net with Flamingo gannet search optimization	4
Interrelated feature selection from health surveys using domain knowledge graph	4
A divisive hierarchical clustering methodology for enhancing the ensemble prediction power in large scale population studies: the ATHLOS project	4
Pre-collapse femoral head necrosis treated by hip abduction: a computational biomechanical analysis	4

A new mixed reality tool for training in minimally invasive robotic-assisted surgery	4
Synergistic integration of brain networks and time-frequency multi-view feature for sleep stage classification	4
LesionScanNet: dual-path convolutional neural network for acute appendicitis diagnosis	4
Federated machine learning for predicting acute kidney injury in critically ill patients: a multicenter study in Taiwan	4
LASF: a local adaptive segmentation framework for coronary angiogram segments	4
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI	4
Multiple feature selection based on an optimization strategy for causal analysis of health data	3
Margin-aware optimized contrastive learning for enhanced self-supervised histopathological image classification	3
LCRNet: local cross-channel recalibration network for liver cancer classification based on CT images	3
Comprehensive applications of the artificial intelligence technology in new drug research and development	3
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning	3
USC-ENet: a high-efficiency model for the diagnosis of liver tumors combining B-mode ultrasound and clinical data	3
Generalized metabolic flux analysis framework provides mechanism-based predictions of ophthalmic complications in type 2 diabetes patients	3
A novel empirical wavelet SODP and spectral entropy based index for assessing the depth of anaesthesia	3
Leveraging patients’ longitudinal data to improve the Hospital One-year Mortality Risk	3
Autism spectrum disorder detection with kNN imputer and machine learning classifiers via questionnaire mode of screening	3
Explainable depression symptom detection in social media	3
Detection and explanation of anomalies in healthcare data	3
Embedding-based link predictions to explore latent comorbidity of chronic diseases	3
Csec-net: a novel deep features fusion and entropy-controlled firefly feature selection framework for leukemia classification	3
Thyroidkeeper: a healthcare management system for patients with thyroid diseases	3
Towards cognition–emotion–behaviour models of nonsuicidal self-injury: a knowledge graph approach	3
Autonomous detection of myocarditis based on the fusion of improved quantum genetic algorithm and adaptive differential evolution optimization back propagation neural network	3
External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count	3
Image-based second opinion for blood typing	3
Design and development of a disease-specific clinical database system to increase the availability of hospital data in China	3