OOIR: Observatory of International Research

Papers

(The H4-Index of Medical & Biological Engineering & Computing is 24. 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 2020-11-01 to 2024-11-01.)

Article	Citations
Lung cancer histology classification from CT images based on radiomics and deep learning models	88
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification	81
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain	79
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification	72
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data	68
InSiNet: a deep convolutional approach to skin cancer detection and segmentation	54
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus	49
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks	45
Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets	45
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection	41
The advances of topology optimization techniques in orthopedic implants: A review	39
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit	36
A new preprocessing approach to improve the performance of CNN-based skin lesion classification	36
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data	36
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising	36
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique	35
Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture	33
Automatic feature extraction and fusion recognition of motor imagery EEG using multilevel multiscale CNN	30
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques	29
Novelty detection-based approach for Alzheimer’s disease and mild cognitive impairment diagnosis from EEG	28
Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data	27
Classification of rotator cuff tears in ultrasound images using deep learning models	26
Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning	26
Hyper-acute EEG alterations predict functional and morphological outcomes in thrombolysis-treated ischemic stroke: a wireless EEG study	25
Simulation of the COVID-19 patient flow and investigation of the future patient arrival using a time-series prediction model: a real-case study	24

A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images	24
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features	24
Efficient analysis of COVID-19 clinical data using machine learning models	24
CAD system for lung nodule detection using deep learning with CNN	24