OOIR: Observatory of International Research

Papers

(The TQCC of Health Information Science and Systems is 10. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning?	116
Automated detection of mild and multi-class diabetic eye diseases using deep learning	85
Contact tracing apps for the COVID-19 pandemic: a systematic literature review of challenges and future directions for neo-liberal societies	71
Automated epilepsy detection techniques from electroencephalogram signals: a review study	64
PDCOVIDNet: a parallel-dilated convolutional neural network architecture for detecting COVID-19 from chest X-ray images	57
Classification of normal and depressed EEG signals based on centered correntropy of rhythms in empirical wavelet transform domain	53
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network	53
COVID-19 infection map generation and detection from chest X-ray images	52
A hybrid AI approach for supporting clinical diagnosis of attention deficit hyperactivity disorder (ADHD) in adults	44
Detecting autism spectrum disorder using machine learning techniques	42
How can social media analytics assist authorities in pandemic-related policy decisions? Insights from Australian states and territories	39
Improving accessibility of the Australian My Health Records while preserving privacy and security of the system	34
Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network	33
The investigation of multiresolution approaches for chest X-ray image based COVID-19 detection	33
An algorithm for Parkinson’s disease speech classification based on isolated words analysis	27
Machine learning models for classification and identification of significant attributes to detect type 2 diabetes	27
Monitoring COVID-19 pandemic through the lens of social media using natural language processing and machine learning	24
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis	24
Automatic breast lesion segmentation in phase preserved DCE-MRIs	23
MDU-Net: multi-scale densely connected U-Net for biomedical image segmentation	22
COVID-19 diagnosis from chest x-rays: developing a simple, fast, and accurate neural network	20
RSMOTE: improving classification performance over imbalanced medical datasets	18
Fusion of whole and part features for the classification of histopathological image of breast tissue	18
BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification	18
External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count	17

Computer-aided diagnosis of hepatocellular carcinoma fusing imaging and structured health data	16
Hand tremor detection in videos with cluttered background using neural network based approaches	15
Features extraction using encoded local binary pattern for detection and grading diabetic retinopathy	15
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset	14
Optical coherence tomography image based eye disease detection using deep convolutional neural network	13
The correlation of everyday cognition test scores and the progression of Alzheimer’s disease: a data analytics study	13
A heterogeneous multi-modal medical data fusion framework supporting hybrid data exploration	13
MHA: a multimodal hierarchical attention model for depression detection in social media	13
Analysis of the global situation of COVID-19 research based on bibliometrics	13
Studying human-AI collaboration protocols: the case of the Kasparov’s law in radiological double reading	13
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images	12
Local feature descriptors based ECG beat classification	12
A deep reinforcement learning-based wireless body area network offloading optimization strategy for healthcare services	12
SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos	11
MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation	11
A method of VR-EEG scene cognitive rehabilitation training	11
Predicting special care during the COVID-19 pandemic: a machine learning approach	10
MFDNN: multi-channel feature deep neural network algorithm to identify COVID19 chest X-ray images	10
GLIMPSE: a glioblastoma prognostication model using ensemble learning—a surveillance, epidemiology, and end results study	10
Predicting the relationships between gut microbiota and mental disorders with knowledge graphs	10
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning	10