OOIR: Observatory of International Research

Papers

(The H4-Index of Medical & Biological Engineering & Computing is 26. 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
Lung cancer histology classification from CT images based on radiomics and deep learning models	78
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification	73
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain	73
Transfer learning–based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data	65
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification	60
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus	47
MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images	45
Classification of heart sounds based on the combination of the modified frequency wavelet transform and convolutional neural network	43
InSiNet: a deep convolutional approach to skin cancer detection and segmentation	43
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	42
Machine learning–based operation skills assessment with vascular difficulty index for vascular intervention surgery	41
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks	41
Automated glaucoma screening method based on image segmentation and feature extraction	38
Coronary arteries hemodynamics: effect of arterial geometry on hemodynamic parameters causing atherosclerosis	35
A new preprocessing approach to improve the performance of CNN-based skin lesion classification	34
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising	33
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection	33
The advances of topology optimization techniques in orthopedic implants: A review	32
Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans	31
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data	31
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements	31
Identification of significant risks in pediatric acute lymphoblastic leukemia (ALL) through machine learning (ML) approach	30
Electrothermal blood streaming conveying hybridized nanoparticles in a non-uniform endoscopic conduit	30
EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system	29
Improvement in osseointegration of tricalcium phosphate-zircon for orthopedic applications: an in vitro and in vivo evaluation	28

A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique	28
Automatic feature extraction and fusion recognition of motor imagery EEG using multilevel multiscale CNN	26
Automated measurement network for accurate segmentation and parameter modification in fetal head ultrasound images	26