OOIR: Observatory of International Research

Papers

(The H4-Index of Computers in Biology and Medicine is 94. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Diffuse tumors: Molecular determinants shared by different cancer types	417
Editorial Board	360
Beyond accuracy: The need for explainable AI in biomedical voice technology	357
Discrepancy-based diffusion models for lesion detection in brain MRI	312
Identifying indications for novel drugs using electronic health records	310
Carotid single- and dual-layer stents reduce the wall adhesion of platelets by influencing flow and cellular transport	303
Pathogenicity classification of missense mutations based on deep generative model	302
Contrastive learning based method for X-ray and CT registration under surgical equipment occlusion	297
Eye movement analysis for real-world settings using segmented linear regression	292
Advances in disease detection through retinal imaging: A systematic review	290
Class-Specific Distribution Alignment for semi-supervised medical image classification	273
Discrete element method-based simulation system for predicting natural stone evacuation pathways in patients with urolithiasis	257
Fine-grained food image classification and recipe extraction using a customized deep neural network and NLP	245
Classical Simulations on Quantum Computers: Interface-Driven Peptide Folding on Simulated Membrane Surfaces	242
Adaptive nonlinear filtering algorithms for removal of non-stationary noise in electronystagmographic signals	234
Non-same-scale feature attention network based on BPD for medical image segmentation	221
Enhanced depression detection from speech using Quantum Whale Optimization Algorithm for feature selection	218
Deep learning and machine learning approaches to classify stomach distant metastatic tumors using DNA methylation profiles	204
Visual prior-based cross-modal alignment network for radiology report generation	193
Prediction of lung cancer metastasis by gene expression	192
Dual-Stream Subspace Clustering Network for revealing gene targets in Alzheimer's disease	187
Triage and monitoring of COVID-19 patients in intensive care using unsupervised machine learning	186
Dynamical pattern of successive bits to predict the outcomes of the SSRI and rTMS depression therapies using EEG signals	184
Structure, sensing and control of pneumatic upper limb rehabilitation system: Review and prospect	172
Efficient sleep apnea detection using single-lead ECG: A CNN-Transformer-LSTM approach	171

Single-channel EEG based insomnia detection with domain adaptation	163
You get the best of both worlds? Integrating deep learning and traditional machine learning for breast cancer risk prediction	162
Simulated annealing aided genetic algorithm for gene selection from microarray data	162
Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data	161
Insights into potential mechanisms of asthma patients with COVID-19: A study based on the gene expression profiling of bronchoalveolar lavage fluid	159
Automatic eczema classification in clinical images based on hybrid deep neural network	159
ST-SRPerf: Continuous spatiotemporal representation for perfusion MRI super-resolution through neural ODE and implicit neural representation	153
Automated mitral inflow Doppler peak velocity measurement using deep learning	152
KS-TMIL: A K-Stage Transformer approach with multiple instance learning model for ovarian cancer subtype classification	152
M3-Net++: A multi-scale, multi-level, multi-stream network for nuclei segmentation in breast cancer histopathology using hierarchical context extraction and hybrid loss optimization	148
FCSU-Net: A novel full-scale Cross-dimension Self-attention U-Net with collaborative fusion of multi-scale feature for medical image segmentation	147
Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU	146
Vectorial-based analysis of dual-tracer PET imaging: A proof of concept	144
A novel mobile phone and tablet application for automatized calculation of pain extent	143
Dynamic topography analysis of the cornea and its application to the diagnosis of keratoconus	142
A computational model of the effects of macronutrients absorption and physical exercise on hormonal regulation and metabolic homeostasis	138
Identification of JUN as determinant of osteoarthritis and its inhibition by the Chinese herbal formulae Zhuanggu Huoxue Tang	137
Editorial Board	135
Functional identification and prediction of lncRNAs in esophageal cancer	135
Evaluation of the mechanical behaviour of the expandable wedge locked nail fixation in retrograde use: A finite element study	133
Electroanatomical mapping of the stomach with simultaneous biomagnetic measurements	133
Artificial vascular image generation using blood vessel texture maps	130
Drug repositioning for rosacea disease: Biological TARGET identification, molecular docking, pharmacophore mapping, and molecular dynamics analysis	129
Deep learning-based feature discovery for decoding phenotypic plasticity in pediatric high-grade gliomas single-cell transcriptomics	128
Causal relationship between slow waves of arterial, intracranial pressures and blood velocity in brain	128
Towards a better understanding of TF-DNA binding prediction from genomic features	128
Quantifying the influence of combined lung and kidney support using a cardiovascular model and sensitivity analysis-informed parameter identification	127
A mask R-CNN based automatic assessment system for nail psoriasis severity	126
A self-supervised COVID-19 CT recognition system with multiple regularizations	126
Automatic segmentation of intraluminal thrombosis of abdominal aortic aneurysms from CT angiography using a mixed-scale-driven multiview perception network (M2Net) model	126
Data-driven discovery of sparse dynamical model of cardiovascular system for model predictive control	126
Eudesma-4(15), 7-dien-1-β-ol, A promising natural drug candidate for Alzheimer's disease targeting the NMDA pathway: GC-MS identification, molecular docking, pharmacokinetic and molecular dynamic anal	126
MulStack: An ensemble learning prediction model of multilabel mRNA subcellular localization	122
Two-stage error detection to improve electron microscopy image mosaicking	122
Uniqueness of inspiratory airflow patterns in a realistic rat nasal cavity	122
Prediction of colorectal cancer based on taxonomic levels of microorganisms and discovery of taxonomic biomarkers using the Grouping-Scoring-Modeling (G-S-M) approach	121
JoCoRank: Joint correlation learning with ranking similarity regularization for imbalanced fetal brain age regression	121
Editorial Board	119
Corrigendum to “Unraveling the molecular landscape of non-small cell lung cancer: Integrating bioinformatics and statistical approaches to identify biomarkers and drug repurposing” [Comput. Biol. Med.	118
Disclosing neonatal pain in real-time: AI-derived pain sign from continuous assessment of facial expressions	118
Semi-empirical Anticoagulation Model (SAM): Dose prediction during warfarin therapy	117
Integrating CNN and Bi-LSTM for protein succinylation sites prediction based on Natural Language Processing technique	117
AIScholar: An OpenFaaS-enhanced cloud platform for intelligent medical data analytics	117
Predictive modeling for early detection of biliary atresia in infants with cholestasis: Insights from a machine learning study	116
A general sample-weighted framework for epileptic seizure prediction	114
Unraveling the complexities of pathological voice through saliency analysis	112
Counting on AR: EEG responses to incongruent information with real-world context	112
A method for predicting linear and conformational B-cell epitopes in an antigen from its primary sequence	112
Prediction of protein N-terminal acetylation modification sites based on CNN-BiLSTM-attention model	110
EpiTEAmDNA: Sequence feature representation via transfer learning and ensemble learning for identifying multiple DNA epigenetic modification types across species	109

Enhancing and advancements in deep learning for melanoma detection: A comprehensive review	109
DeepSMR: Decoding high-complex motor imagery via subject-dependent multi-feature refinement in deep convolutional networks	108
Identification of potential agonist-like molecules for α2-adrenergic receptor by multi-layer virtual screening to combat sinusitis	107
An efficient image segmentation method for skin cancer imaging using improved golden jackal optimization algorithm	107
Identification of lncRNA associated with the SERPINE1 gene in colorectal cancer through TGF-β pathway	107
Exploring the spike glycoprotein-encoding gene of SARS-CoV-2 using multifractal analysis: Unveiling structural complexity and implications for viral transmission	103
HOTGpred: Enhancing human O-linked threonine glycosylation prediction using integrated pretrained protein language model-based features and multi-stage feature selection approach	102
Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data	100
Deep-learning-based real-time individualization for reduce-order haemodynamic model	100
Red blood cell passage through deformable interendothelial slits in the spleen: Insights into splenic filtration and hemodynamics	100
Predicting lung cancer survival based on clinical data using machine learning: A review	99
A partially shared joint clustering framework for detecting protein complexes from multiple state-specific signed interaction networks	99
Development of closed-loop modelling framework for adaptive respiratory pacemakers	99
Insights from explainable AI in oesophageal cancer team decisions	98
SSMT-PANBERT: A single-stage multitask model for phenotype extraction and assertion negation detection in unstructured clinical text	98
Identifying fetal status with fetal heart rate: Deep learning approach based on long convolution	97
Computer models evaluating hand tremors in Parkinson's disease patients	96
Anemia prediction using gene expression programming (GEP) and explainable artificial intelligence approaches	96
Pedicle drilling force control of a robotic surgical system via spine-soft tissue coupling model and parameters optimization	94