| # | Title | Journal | Year | Citations |
|---|
| 1 | A review of automatic selection methods for machine learning algorithms and hyper-parameter values | Network Modeling Analysis in Health Informatics and Bioinformatics | 2016 | 196 |
| 2 | Performance evaluation of classification methods with PCA and PSO for diabetes | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 75 |
| 3 | Telehealth and the digital divide as a social determinant of health during the COVID-19 pandemic | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 71 |
| 4 | DeepLNC, a long non-coding RNA prediction tool using deep neural network | Network Modeling Analysis in Health Informatics and Bioinformatics | 2016 | 56 |
| 5 | Link prediction and classification in social networks and its application in healthcare and systems biology | Network Modeling Analysis in Health Informatics and Bioinformatics | 2012 | 54 |
| 6 | A comparative study of features selection for skin lesion detection from dermoscopic images | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 54 |
| 7 | 3D mathematical modeling of calcium signaling in Alzheimer’s disease | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 53 |
| 8 | Threshold-based feature selection techniques for high-dimensional bioinformatics data | Network Modeling Analysis in Health Informatics and Bioinformatics | 2012 | 49 |
| 9 | Classification of microarray cancer data using ensemble approach | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 48 |
| 10 | Role of bioinformatics and pharmacogenomics in drug discovery and development process | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 45 |
| 11 | Denoising of weak ECG signals by using wavelet analysis and fuzzy thresholding | Network Modeling Analysis in Health Informatics and Bioinformatics | 2012 | 34 |
| 12 | An energy-efficient multi-hop routing protocol for health monitoring in wireless body area networks | Network Modeling Analysis in Health Informatics and Bioinformatics | 2019 | 33 |
| 13 | In silico molecular studies of natural compounds as possible anti-Alzheimer’s agents: ligand-based design | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 31 |
| 14 | Comparative docking and ADMET study of some curcumin derivatives and herbal congeners targeting β-amyloid | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 30 |
| 15 | ISCMF: Integrated similarity-constrained matrix factorization for drug–drug interaction prediction | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 29 |
| 16 | In-silico designing of epitope-based vaccine against the seven banded grouper nervous necrosis virus affecting fish species | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 29 |
| 17 | Data mining models for predicting oral cancer survivability | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 28 |
| 18 | Big data analytics in bioinformatics: architectures, techniques, tools and issues | Network Modeling Analysis in Health Informatics and Bioinformatics | 2016 | 28 |
| 19 | Breast cancer classification with reduced feature set using association rules and support vector machine | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 28 |
| 20 | Comprehensive review of retinal blood vessel segmentation and classification techniques: intelligent solutions for green computing in medical images, current challenges, open issues, and knowledge gaps in fundus medical images | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 28 |
| 21 | Finding objects for assisting blind people | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 25 |
| 22 | A novel approach to identify subtype-specific network biomarkers of breast cancer survivability | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 24 |
| 23 | Diagnosing COVID-19 using artificial intelligence: a comprehensive review | Network Modeling Analysis in Health Informatics and Bioinformatics | 2022 | 24 |
| 24 | Positive unlabeled learning for deriving protein interaction networks | Network Modeling Analysis in Health Informatics and Bioinformatics | 2012 | 23 |
| 25 | Employing the Gini coefficient to measure participation inequality in treatment-focused Digital Health Social Networks | Network Modeling Analysis in Health Informatics and Bioinformatics | 2016 | 23 |
| 26 | Classification of heart sound short records using bispectrum analysis approach images and deep learning | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 23 |
| 27 | A mathematical model for interdependent calcium and inositol 1,4,5-trisphosphate in cardiac myocyte | Network Modeling Analysis in Health Informatics and Bioinformatics | 2019 | 22 |
| 28 | A COVID-19 infection risk model for frontline health care workers | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 22 |
| 29 | In silico study to quantify the effect of exercise on surface GLUT4 translocation in diabetes management | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 20 |
| 30 | Comparative study of the application of central composite face-centred (CCF) and Box–Behnken designs (BBD) to study the effect of demographic characteristics on HIV risk in South Africa | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 19 |
| 31 | QSAR modeling for the prediction of pGI50 activity of compounds on LOX IMVI cell line and ligand-based design of potent compounds using in silico virtual screening | Network Modeling Analysis in Health Informatics and Bioinformatics | 2019 | 19 |
| 32 | Molecular docking suggests repurposing of brincidofovir as a potential drug targeting SARS-CoV-2 ACE2 receptor and main protease | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 19 |
| 33 | Multi-modal social and psycho-linguistic embedding via recurrent neural networks to identify depressed users in online forums | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 19 |
| 34 | Molecular docking and dynamics studies of curcumin with COVID-19 proteins | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 19 |
| 35 | A hybrid harmony search algorithm for ab initio protein tertiary structure prediction | Network Modeling Analysis in Health Informatics and Bioinformatics | 2012 | 18 |
| 36 | 2D finite-element analysis of calcium distribution in oocytes | Network Modeling Analysis in Health Informatics and Bioinformatics | 2018 | 18 |
| 37 | Network alignment and motif discovery in dynamic networks | Network Modeling Analysis in Health Informatics and Bioinformatics | 2022 | 18 |
| 38 | Monitoring activity of taking medicine by incorporating RFID and video analysis | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 17 |
| 39 | Methodologies for the analysis and classification of PET neuroimages | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 17 |
| 40 | T-cell epitope-based vaccine designing against Orthohantavirus: a causative agent of deadly cardio-pulmonary disease | Network Modeling Analysis in Health Informatics and Bioinformatics | 2022 | 17 |
| 41 | Disease genes prioritizing mechanisms: a comprehensive and systematic literature review | Network Modeling Analysis in Health Informatics and Bioinformatics | 2017 | 16 |
| 42 | Numerical study of one-dimensional buffered advection–diffusion of calcium and $${\text {IP}}_{3}$$ in a hepatocyte cell | Network Modeling Analysis in Health Informatics and Bioinformatics | 2019 | 16 |
| 43 | Estimation of drug-likeness properties of GC–MS separated bioactive compounds in rare medicinal Pleione maculata using molecular docking technique and SwissADME in silico tools | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 16 |
| 44 | Inhibitory effect of anti-HIV compounds extracted from Indian medicinal plants to retard the replication and transcription process of SARS-CoV-2: an insight from molecular docking and MD-simulation studies | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 16 |
| 45 | Modeling and simulation analysis of propyl-thiouracil (PTU), an anti-thyroid drug on thyroid peroxidase (TPO), thyroid stimulating hormone receptor (TSHR), and sodium iodide (NIS) symporter based on systems biology approach | Network Modeling Analysis in Health Informatics and Bioinformatics | 2013 | 15 |
| 46 | Trifluorophenyl-based inhibitors of dipeptidyl peptidase-IV as antidiabetic agents: 3D-QSAR COMFA, CoMSIA methodologies | Network Modeling Analysis in Health Informatics and Bioinformatics | 2018 | 15 |
| 47 | Modeling a global regulatory network of Methanothermobacter thermautotrophicus strain ∆H | Network Modeling Analysis in Health Informatics and Bioinformatics | 2020 | 15 |
| 48 | Exploring the active constituents of Oroxylum indicum in intervention of novel coronavirus (COVID-19) based on molecular docking method | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 15 |
| 49 | A mathematical model of COVID-19 transmission between frontliners and the general public | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 15 |
| 50 | A novel ToCC map and two-level scrambling-based medical image encryption technique | Network Modeling Analysis in Health Informatics and Bioinformatics | 2021 | 15 |
