OOIR: Observatory of International Research

Papers

(The TQCC of Interdisciplinary Sciences-Computational Life Sciences is 7. 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
A machine learning-based framework for diagnosis of COVID-19 from chest X-ray images	126
Using Network Distance Analysis to Predict lncRNA–miRNA Interactions	126
Deep Learning Based Drug Screening for Novel Coronavirus 2019-nCov	102
DON: Deep Learning and Optimization-Based Framework for Detection of Novel Coronavirus Disease Using X-ray Images	93
Deep Learning Based Capsule Neural Network Model for Breast Cancer Diagnosis Using Mammogram Images	87
Phylogenetic Analysis and Structural Perspectives of RNA-Dependent RNA-Polymerase Inhibition from SARs-CoV-2 with Natural Products	78
Feature Selection for Microarray Data Classification Using Hybrid Information Gain and a Modified Binary Krill Herd Algorithm	45
Inferring Gene Regulatory Networks Using the Improved Markov Blanket Discovery Algorithm	39
COVID19XrayNet: A Two-Step Transfer Learning Model for the COVID-19 Detecting Problem Based on a Limited Number of Chest X-Ray Images	39
COVID-19 in the Age of Artificial Intelligence: A Comprehensive Review	35
Wavelet Transform and Deep Convolutional Neural Network-Based Smart Healthcare System for Gastrointestinal Disease Detection	33
Machine Learning Applications in Drug Repurposing	31
Classification of COVID-19 by Compressed Chest CT Image through Deep Learning on a Large Patients Cohort	31
Brain Tumor Detection and Classification Using Cycle Generative Adversarial Networks	30
Clinical and Laboratory Approach to Diagnose COVID-19 Using Machine Learning	26
Enabling Artificial Intelligence for Genome Sequence Analysis of COVID-19 and Alike Viruses	25
Are the Allergic Reactions of COVID-19 Vaccines Caused by mRNA Constructs or Nanocarriers? Immunological Insights	24
LPCANet: Classification of Laryngeal Cancer Histopathological Images Using a CNN with Position Attention and Channel Attention Mechanisms	24
An Effective Convolutional Neural Network for Classifying Red Blood Cells in Malaria Diseases	22
EnANNDeep: An Ensemble-based lncRNA–protein Interaction Prediction Framework with Adaptive k-Nearest Neighbor Classifier and Deep Models	22
Hantavirus: The Next Pandemic We Are Waiting For?	22
Fully Automatic Arteriovenous Segmentation in Retinal Images via Topology-Aware Generative Adversarial Networks	21
Computational Methods and Online Resources for Identification of piRNA-Related Molecules	21
Enhanced Evolutionary Feature Selection and Ensemble Method for Cardiovascular Disease Prediction	18
Accurately Discriminating COVID-19 from Viral and Bacterial Pneumonia According to CT Images Via Deep Learning	18

HD5 and LL-37 Inhibit SARS-CoV and SARS-CoV-2 Binding to Human ACE2 by Molecular Simulation	18
A Novel Protein Mapping Method for Predicting the Protein Interactions in COVID-19 Disease by Deep Learning	17
MutagenPred-GCNNs: A Graph Convolutional Neural Network-Based Classification Model for Mutagenicity Prediction with Data-Driven Molecular Fingerprints	17
In silico Methods for Identification of Potential Therapeutic Targets	17
Ensemble Deep Learning Based on Multi-level Information Enhancement and Greedy Fuzzy Decision for Plant miRNA–lncRNA Interaction Prediction	15
DeepStack-DTIs: Predicting Drug–Target Interactions Using LightGBM Feature Selection and Deep-Stacked Ensemble Classifier	15
Nonclinical Features in Predictive Modeling of Cardiovascular Diseases: A Machine Learning Approach	14
A Radiomics Signature to Quantitatively Analyze COVID-19-Infected Pulmonary Lesions	14
Retinal Image Analysis for Ocular Disease Prediction Using Rule Mining Algorithms	13
In Silico Mutagenesis-Based Remodelling of SARS-CoV-1 Peptide (ATLQAIAS) to Inhibit SARS-CoV-2: Structural-Dynamics and Free Energy Calculations	13
The Application of Convolutional Neural Network Model in Diagnosis and Nursing of MR Imaging in Alzheimer's Disease	12
CEGSO: Boosting Essential Proteins Prediction by Integrating Protein Complex, Gene Expression, Gene Ontology, Subcellular Localization and Orthology Information	12
Efficient System Wide Metabolic Pathway Comparisons in Multiple Microbes Using Genome to KEGG Orthology (G2KO) Pipeline Tool	11
A Hierarchical Error Correction Strategy for Text DNA Storage	11
PredAPP: Predicting Anti-Parasitic Peptides with Undersampling and Ensemble Approaches	10
i6mA-VC: A Multi-Classifier Voting Method for the Computational Identification of DNA N6-methyladenine Sites	10
A Novel Multitasking Ant Colony Optimization Method for Detecting Multiorder SNP Interactions	10
AC-Caps: Attention Based Capsule Network for Predicting RBP Binding Sites of LncRNA	10
Pathogenic Factors Identification of Brain Imaging and Gene in Late Mild Cognitive Impairment	9
BMRI-NET: A Deep Stacked Ensemble Model for Multi-class Brain Tumor Classification from MRI Images	9
Review of Artificial Intelligence Applications and Algorithms for Brain Organoid Research	9
Study on the Mechanisms of Banxia Xiexin Decoction in Treating Diabetic Gastroparesis Based on Network Pharmacology	9
Deep Residual Network for Diagnosis of Retinal Diseases Using Optical Coherence Tomography Images	9
MVGCNMDA: Multi-view Graph Augmentation Convolutional Network for Uncovering Disease-Related Microbes	9
Popular Computational Tools Used for miRNA Prediction and Their Future Development Prospects	9
Mathematical Modeling of Calcium Oscillatory Patterns in a Neuron	9
Construction of a Pearson- and MIC-Based Co-expression Network to Identify Potential Cancer Genes	9
Identification of CpG Islands in DNA Sequences Using Short-Time Fourier Transform	8
A New Sequential Forward Feature Selection (SFFS) Algorithm for Mining Best Topological and Biological Features to Predict Protein Complexes from Protein–Protein Interaction Networks (PPINs)	8
Biomarker Identification in Membranous Nephropathy Using a Long Non-coding RNA-Mediated Competitive Endogenous RNA Network	8
Accurate Prediction of Anti-hypertensive Peptides Based on Convolutional Neural Network and Gated Recurrent unit	8
Predicting circRNA-Disease Associations Based on Deep Matrix Factorization with Multi-source Fusion	8
Network Pharmacology Analysis to Uncover the Potential Mechanisms of Lycium barbarum on Colorectal Cancer	8
Genomic sequence analysis of lung infections using artificial intelligence technique	8
Multiple Protein Subcellular Locations Prediction Based on Deep Convolutional Neural Networks with Self-Attention Mechanism	8
SUSCC: Secondary Construction of Feature Space based on UMAP for Rapid and Accurate Clustering Large-scale Single Cell RNA-seq Data	8
Deep-Learning-Based Segmentation and Localization of White Matter Hyperintensities on Magnetic Resonance Images	8
A Review of Parallel Implementations for the Smith–Waterman Algorithm	8
Theoretical Research on Excited States: Ultraviolet and Fluorescence Spectra of Aromatic Amino Acids	7
Application of Immune Checkpoint Inhibitors in Solid Organ Transplantation Recipients: A Systematic Review	7
Adaptive Total-Variation Regularized Low-Rank Representation for Analyzing Single-Cell RNA-seq Data	7
HTRPCA: Hypergraph Regularized Tensor Robust Principal Component Analysis for Sample Clustering in Tumor Omics Data	7
LncRNA-Encoded Short Peptides Identification Using Feature Subset Recombination and Ensemble Learning	7
Molecular Identification and Phylogenetic Analysis of the Traditional Chinese Medicinal Plant Kochia scoparia Using ITS2 Barcoding	7
ASI-DBNet: An Adaptive Sparse Interactive ResNet-Vision Transformer Dual-Branch Network for the Grading of Brain Cancer Histopathological Images	7
Protein Subcellular Localization Prediction Model Based on Graph Convolutional Network	7
Comprehensive Analysis of Long Non-coding RNA-Associated Competing Endogenous RNA Network in Duchenne Muscular Dystrophy	7
Impact of IL28 Genotypes and Modeling the Interactions of HCV Core Protein on Treatment of Hepatitis C	7