Methods

Papers
(The median citation count of Methods is 4. 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 2021-08-01 to 2025-08-01.)
ArticleCitations
Drug repurposing for identification of potential spike inhibitors for SARS-CoV-2 using molecular docking and molecular dynamics simulations237
Editorial Board113
FedMCC: Federated multi-center clustering algorithm to improve privacy healthcare109
Editorial Board109
Interpretable thoracic pathologic prediction via learning group-disentangled representation86
RabbitQCPlus 2.0: More efficient and versatile quality control for sequencing data77
On finding natural antibiotics based on TCM formulae76
Approaches for the sensitive detection of rare base and prime editing events74
Integrating engineered point spread functions into the phasor-based single-molecule localization microscopy framework73
Predicting genes associated with ossification of the posterior longitudinal ligament using graph attention network72
Pyrogallol-based dipodal optical probe as new smart analytical tool for sustainable detection of cobalt in biosystem71
Multi-omics data integration and drug screening of AML cancer using Generative Adversarial Network61
Development of novel digital PCR assays for the rapid quantification of Gram-negative bacteria biomarkers using RUCS algorithm61
LoopSage: An energy-based Monte Carlo approach for the loop extrusion modeling of chromatin60
In vivo detection of GPCR-dependent signaling using fiber photometry and FRET-based biosensors59
Automatic ICD-10-CM coding via Lambda-Scaled attention based deep learning model58
Profiling cell-type specific gene expression in post-mortem human brain samples through laser capture microdissection56
Editorial Board54
A transformer-based multi-features fusion model for prediction of conversion in mild cognitive impairment54
An overview of extracellular field potentials: Different potentiation and measurable components, interpretations, and hippocampal synaptic activity models52
Predicting drug-induced liver injury using graph attention mechanism and molecular fingerprints51
Brain controllability and morphometry similarity of internet gaming addiction51
PIF – A Java library for finding atomic interactions and extracting geometric features supporting the analysis of protein structures50
Editorial Board48
Editorial Board47
Trans ligation of RNAs to generate hybrid circular RNAs using highly efficient autocatalytic transcripts47
Two minimally invasive strategies to implant guide cannulas for multiple injections in deep brain areas46
Strategies for ocular drug delivery45
MRDFF: A deep forest based framework for CT whole heart segmentation43
Synthesis of carbon nanotubes using pre-sintered oil fly ash via a reproducible process with large-scale potential42
MLm5C: A high-precision human RNA 5-methylcytosine sites predictor based on a combination of hybrid machine learning models41
Comprehensive evaluation of molecule property prediction with ChatGPT41
Reconstruction of circular RNAs using Illumina and Nanopore RNA-seq datasets38
Synthetic PPR proteins as tools for sequence-specific targeting of RNA37
DeepFusion: A deep learning based multi-scale feature fusion method for predicting drug-target interactions37
Clinical analysis of eye movement-based data in the medical diagnosis of amblyopia34
Non-canonical amino acids and protein dynamics33
Atomic force microscope kymograph analysis: A case study of two membrane proteins33
Isolation and culture of adult murine cardiac atrial and ventricular fibroblasts and myofibroblasts32
Breaking barrier of binding buffer in colorimetric aptasensing of tetracycline in food fish using peroxidase mimic gold NanoZyme31
The performance of human cytomegalovirus digital PCR reference measurement procedure in seven external quality assessment schemes over four years31
MGDDI: A multi-scale graph neural networks for drug–drug interaction prediction31
MRUNet-3D: A multi-stride residual 3D UNet for lung nodule segmentation30
Deepm6A-MT: A deep learning-based method for identifying RNA N6-methyladenosine sites in multiple tissues30
iRNA-m5U: A sequence based predictor for identifying 5-methyluridine modification sites in Saccharomyces cerevisiae30
Interpretable Multimodal Learning for Tumor Protein-Metal Binding: Progress, Challenges, and Perspectives30
Pseudouridine RNA modification detection and quantification by RT-PCR30
Comparing performance of iterative and non-iterative algorithms on various feature schemes for arrhythmia analysis28
Advanced glycation end products in musculoskeletal system and disorders28
Development and validation of a stability-indicating HPLC method for assay of tonabersat in pharmaceutical formulations28
Hybrid manifold-deep convolutional neural network for sleep staging27
Editorial Board27
Editorial Board27
Multi-view contrastive clustering for cancer subtyping using fully and weakly paired multi-omics data26
Prediction of cell-type-specific cohesin-mediated chromatin loops based on chromatin state26
EpiHNet: Detecting epistasis by heterogeneous molecule network26
Strategy for modeling higher-order G-quadruplex structures recalcitrant to NMR determination26
Improving domain generalization performance for medical image segmentation via random feature augmentation26
AntiT2DMP-Pred: Leveraging feature fusion and optimization for superior machine learning prediction of type 2 diabetes mellitus25
Study protocol for a single-arm pilot trial investigating the feasibility of a multimodal digital technology for managing metabolic syndrome in patients with chronic obstructive pulmonary disease25
Prediction of the transcription factor binding sites with meta-learning25
Model-agnostic confidence measurement for aggregating multimodal ensemble models in automatic diagnostic systems25
Guest Editor’s Introduction: Optical methods for characterisation of biomolecules23
A heterogeneous graph transformer framework for accurate cancer driver gene prediction and downstream analysis23
scGAAC: A graph attention autoencoder for clustering single-cell RNA-sequencing data23
UGDAS: Unsupervised graph-network based denoiser for abstractive summarization in biomedical domain22
MPFFPSDC: A multi-pooling feature fusion model for predicting synergistic drug combinations22
Novel approaches to biomarker discover22
MLFA-UNet: A multi-level feature assembly UNet for medical image segmentation21
Measuring functional similarity of lncRNAs based on variable K-mer profiles of nucleotide sequences21
Glaucoma screening using an attention-guided stereo ensemble network20
Recent progress in the analysis of protein deamidation using mass spectrometry20
A federated learning method for real-time emotion state classification from multi-modal streaming20
A brief review of RNA modification related database resources20
COVID-19 lesion detection and segmentation–A deep learning method20
Steric trapping strategy for studying the folding of helical membrane proteins19
Computational methods and strategies for combating COVID-1919
Inner leaflet cationic lipid increases nucleic acid loading independently of outer leaflet lipid charge in asymmetric liposomes19
Microproteins transitioning into a new Phase: Defining the undefined19
Production, analysis, and safety assessment of a soil and plant-based natural material with microbiome- and immune-modulatory effects19
Probing excited state 1Hα chemical shifts in intrinsically disordered proteins with a triple resonance-based CEST experiment: Application to a disorder-to-order switch19
Corrigendum to “Decoding selective auditory attention with EEG using a transformer model” [Methods 204 (2022) 410–417]19
Baker’s yeast beta glucan supplementation was associated with an improved innate immune mRNA expression response after exercise18
Exploring the artificial intelligence and machine learning models in the context of drug design difficulties and future potential for the pharmaceutical sectors18
SGAE-MDA: Exploring the MiRNA-disease associations in herbal medicines based on semi-supervised graph autoencoder18
Toward a rigorous assessment of the statistical performances of methods to estimate the Minimal Important Difference of Patient-Reported Outcomes: A protocol for a large-scale simulation study18
DRCNNTLe: A deep recurrent convolutional neural network with transfer learning through pre-trained embeddings for automated ICD coding18
Identifying and ranking potential cancer drivers using representation learning on attributed network18
Identification of DNase I hypersensitive sites in the human genome by multiple sequence descriptors18
Chromatin image-driven modelling18
Convolutional autoencoder based on latent subspace projection for anomaly detection18
Statistical methods for comparing test positivity rates between countries: Which method should be used and why?18
Biomedical event causal relation extraction with deep knowledge fusion and Roberta-based data augmentation18
Modeling repeated self-reported outcome data: A continuous-time longitudinal Item Response Theory model18
Novel RT-ddPCR assays for measuring the levels of subgenomic and genomic SARS-CoV-2 transcripts17
The semisynthesis of site-specifically modified histones and histone-based probes of chromatin-modifying enzymes17
A dual-function fluorescence 'turn-on' probe that allows Zn (II) bioimaging and quantification of water in the organic solvent17
Editorial Board17
CLCAP: Contrastive learning improves antigenicity prediction for influenza A virus using convolutional neural networks17
The prognostic value of machine learning techniques versus cox regression model for head and neck cancer17
Deep learning based method for predicting DNA N6-methyladenosine sites17
CSSEC: An adaptive approach integrating consensus and specific self-expressive coefficients for multi-omics cancer subtyping16
Meta-IL4: An ensemble learning approach for IL-4-inducing peptide prediction16
Methods for preparation of niosomes: A focus on thin-film hydration method16
A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG16
Detection and quantification of nanoparticle-induced intracellular ROS in live cells by laser scanning confocal microscopy16
Hybrid multimodal fusion for graph learning in disease prediction16
Single molecule methods for studying CRISPR Cas9-induced DNA unwinding16
A novel carboxyl polymer-modified upconversion luminescent nanoprobe for detection of prostate-specific antigen in the clinical gray zonebase by flow immunoassay strip16
Integrating single-molecule spectroscopy and simulations for the study of intrinsically disordered proteins16
Assessing the role of intrinsic disorder in RNA-binding protein function: hnRNP K as a case study15
Graph matching survey for medical imaging: On the way to deep learning15
Methods for recruiting endogenous and exogenous ADAR enzymes for site-specific RNA editing15
Magic-angle spinning NMR spectral editing of polysaccharides in whole cells using the DREAM scheme15
ZeRPI: A graph neural network model for zero-shot prediction of RNA-protein interactions15
A comprehensive preanalytical protocol for fresh solid tumor biospecimens15
Editorial Board14
Signal and noise in circRNA translation14
m5c-iDeep: 5-Methylcytosine sites identification through deep learning14
A streamlined CRISPR workflow to introduce mutations and generate isogenic iPSCs for modeling amyotrophic lateral sclerosis14
Identification of adaptor proteins by incorporating deep learning and PSSM profiles14
Editorial Board14
Predicting miRNA-lncRNA interactions on plant datasets based on bipartite network embedding method14
Probing the conformational dynamics of thiol-isomerases using non-canonical amino acids and single-molecule FRET14
dsRNAPredictor-II: An improved predictor of identifying dsRNA and its silencing efficiency for Tribolium castaneum based on sequence length distribution14
In silico identification of Histone Deacetylase inhibitors using Streamlined Masked Transformer-based Pretrained features14
Kinetics measurements of G-quadruplex binding and unfolding by helicases14
HistoSPACE: Histology-inspired spatial transcriptome prediction and characterization engine14
Editorial Board13
Sensitivity-enhanced NMR 15N R1 and R1ρ relaxation experiments for the investigation of intrinsically disordered proteins at high magnetic fields13
Atrial-specific hiPSC-derived cardiomyocytes in drug discovery and disease modeling13
An effective multi-task learning framework for drug repurposing based on graph representation learning13
Smartphone-based low-cost and rapid quantitative detection of urinary creatinine with the Tyndall effect13
Editorial Board13
Editorial Board13
Latest progress in the study of nanoparticle-based delivery of the CRISPR/Cas9 system13
MTGNN: Multi-Task Graph Neural Network based few-shot learning for disease similarity measurement13
Integrating a multi-omics strategy framework to screen potential targets in cognitive impairment-related epilepsy13
Quantitative profiling N1-methyladenosine (m1A) RNA methylation from Oxford nanopore direct RNA sequencing data12
Carbon dots fluorescence can be used to distinguish isobaric peptide and to monitor protein oligomerization dynamics12
SITP: A single cell bioinformatics analysis flow captures proteasome markers in the development of breast cancer12
Near-infrared fluorescent probe based on rhodamine derivative for detection of NADH in live cells12
Mouse4mC-BGRU: Deep learning for predicting DNA N4-methylcytosine sites in mouse genome12
Resources for computational prediction of intrinsic disorder in proteins12
Rapid and efficient cataract gene evaluation in F0 zebrafish using CRISPR-Cas9 ribonucleoprotein complexes12
SV-JIM, detailed pairwise structural variant calling using long-reads and genome assemblies12
Quantitation of F-actin in cytoskeletal reorganization: Context, methodology and implications12
A fluorescence turn “on-off” imaging probe for sequential detection of Al3+ and L-Cysteine in HeLa cells12
Primary sequence-assisted prediction of m6A RNA methylation sites from Oxford nanopore direct RNA sequencing data12
Methods to study circRNA-protein interactions12
HPE-GCN: Predicting efficacy of tonic formulae via graph convolutional networks integrating traditionally defined herbal properties12
Introduction of mutations in plants with prime editing12
Design of a 1 × 4 micro-magnetic stimulation device and its targeted, coordinated regulation on LTP of Schaffer-CA1 in the hippocampus of rats12
Current methodologies in studying chromatin and gene expression12
KbhbXG: A Machine learning architecture based on XGBoost for prediction of lysine β-Hydroxybutyrylation (Kbhb) modification sites12
Bacterial flagellar motor as a multimodal biosensor12
APLpred: A machine learning-based tool for accurate prediction and characterization of asparagine peptide lyases using sequence-derived optimal features12
Model-based autoencoders for imputing discrete single-cell RNA-seq data11
Isothermal titration calorimetry and surface plasmon resonance methods to probe protein–protein interactions11
Efficient experimental method for purifying allergens from aqueous extracts11
TPQCI: A topology potential-based method to quantify functional influence of copy number variations11
Editorial Board11
Low friction hydrogel with diclofenac eluting ability for dry eye therapeutic contact lenses11
Facile green synthesis of ZnO-RGO nanocomposites with enhanced anticancer efficacy11
GC6mA-Pred: A deep learning approach to identify DNA N6-methyladenine sites in the rice genome11
Novel, standardized sample collection from the brain-nose interface11
DTKGIN: Predicting drug-target interactions based on knowledge graph and intent graph11
Hexagonal image segmentation on spatially resolved transcriptomics11
3D printing of calcium doped Isomalt via custom-made Extruder: Facile approach for creating blood vascular like networks within tissue mimicking hydrogel matrix11
Validation of plasmonic-based biosensors for rapid and in depth characterization of monoclonal antibodies directed against rabbit haemorrhagic and foot-and-mouth disease viruses in biological samples11
Accurate contactless sleep apnea detection framework with signal processing and machine learning methods11
Using synthetic genome readers/regulators to interrogate chromatin processes: A brief review11
Deep Learning-Based construction of a Drug-Like compound database and its application in virtual screening of HsDHODH inhibitors11
Study of circular RNA translation using reporter systems in living cells11
Editorial Board10
Exploring drug-target interaction prediction on cold-start scenarios via meta-learning-based graph transformer10
Editorial Board10
Determination of RNA-ligand interactions with the photoaffinity platform PEARL-seq10
Prediction of coronary heart disease based on combined reinforcement multitask progressive time-series networks10
Corrigendum to “Smart biomaterials: From 3D printing to 4D bioprinting” [Methods 205 (2022) 191–199]10
Development and validation of a new and rapid molecular diagnostic tool based on RT-LAMP for Hepatitis C virus detection at point-of-care10
High resolution imaging of viruses: Scanning probe microscopy and related techniques10
Prediction of drug-induced hepatotoxicity based on histopathological whole slide images10
Publisher’s note10
AntiMF: A deep learning framework for predicting anticancer peptides based on multi-view feature extraction10
Imaging flow cytometry reveals LPS-induced changes to intracellular intensity and distribution of α-synuclein in a TLR4-dependent manner in STC-1 cells10
Copper catalyzed cycloaddition for the synthesis of non isomerisable 2′ and 3′-regioisomers of arg-tRNAarg10
Metabolic insights from mass spectrometry imaging of biofilms: A perspective from model microorganisms10
Temperature-jump microscopy and interaction of Hsp70 heat shock protein with a client protein in vivo10
DNA building blocks for AFM tip functionalization: An easy, fast and stable strategy10
MSO-GP: 3-D segmentation of large and complex conjoined tree structures10
LPI-IBWA: Predicting lncRNA-protein interactions based on an improved Bi-Random walk algorithm10
NGOME-Lite: Proteome-wide prediction of spontaneous protein deamidation highlights differences between taxa10
Integrated analyses of prognostic and immunotherapeutic significance of EZH2 in uveal melanoma10
LiteMamba-Bound: A lightweight Mamba-based model with boundary-aware and normalized active contour loss for skin lesion segmentation10
Protocol for a pilot study: Feasibility of a web-based platform to improve nutrition, mindfulness, and physical function in people living with Post COVID-19 condition (BLEND)10
Fluorescent molecular probes for imaging and detection of oxidases and peroxidases in biological samples9
Editorial9
Dimensional emotion recognition from camera-based PRV features9
Insight into the biochemical mechanism of DNA helicases provided by bulk-phase and single-molecule assays9
Optimizing Retinal Imaging: Evaluation of ultrasmall TiO2 nanoparticle- fluorescein conjugates for improved Fundus Fluorescein Angiography9
RLDOCK method for predicting RNA-small molecule binding modes9
Guitar2: An improved version of the Guitar for sketching the transcriptomic view of RNA-related biological features9
Prediction of drug response in multilayer networks based on fusion of multiomics data9
A posterior probability based Bayesian method for single-cell RNA-seq data imputation9
Machine learning algorithms for prediction of entrapment efficiency in nanomaterials9
Optimization of specific RNA knockdown in mammalian cells with CRISPR-Cas139
Multimodal contrastive representation learning for drug-target binding affinity prediction9
Triazole-linked amidopyrene-tagged fluorometric probe for Au3+ ions and pH control aggregation-induced emission9
GCHN-DTI: Predicting drug-target interactions by graph convolution on heterogeneous networks9
Trans-m5C: A transformer-based model for predicting 5-methylcytosine (m5C) sites9
SGMFQP: An ontology-based Swine Gut Microbiota Federated Query Platform9
What’s the defect? Using mass defects to study oligomerization of membrane proteins and peptides in nanodiscs with native mass spectrometry9
Machine learning aided single cell image analysis improves understanding of morphometric heterogeneity of human mesenchymal stem cells9
Fluorescence-based ratiometric sensors as emerging tools for CN− detection: Chemical structures, sensing mechanisms and applications9
The design and synthesis of circular RNAs8
A multi-objective optimization method for identification of module biomarkers for disease diagnosis8
CRISPR-Cas systems for diagnosing infectious diseases8
Optimising multiplex immunofluorescence staining for characterising the tumour immune micro-environment8
Prediction of drug protein interactions based on variable scale characteristic pyramid convolution network8
Adversarial learning for semi-supervised pediatric sleep staging with single-EEG channel8
Development and validation of a machine learning model for predicting drug-drug interactions with oral diabetes medications8
Guide to studying intrinsically disordered proteins by high-speed atomic force microscopy8
StackDPPIV: A novel computational approach for accurate prediction of dipeptidyl peptidase IV (DPP-IV) inhibitory peptides8
Challenges, optimization strategies, and future horizons of advanced deep learning approaches for brain lesion segmentation8
Generation of site-specifically labelled fluorescent human XPA to investigate DNA binding dynamics during nucleotide excision repair8
Progression and application of CRISPR-Cas genomic editors8
Artificial intelligence and computer-aided drug discovery: Methods development and application8
Biochemical analysis of DNA synthesis blockage by G-quadruplex structure and bypass facilitated by a G4-resolving helicase8
Measuring hypertrophy in neonatal rat primary cardiomyocytes and human iPSC-derived cardiomyocytes8
Weighted hypergraph learning and adaptive inductive matrix completion for SARS-CoV-2 drug repositioning8
Applicability analysis of immunotherapy for lung cancer patients based on deep learning8
Ratiometric lysosome-targeting luminescent probe based on a coumarin-ruthenium(II) complex for formaldehyde detection and imaging in living cells and mouse brain tissues8
RFhy-m2G: Identification of RNA N2-methylguanosine modification sites based on random forest and hybrid features8
Immunological methods for the determination of AGE-RAGE axis generated glutathionylated and carbonylated proteins as oxidative stress markers8
DNA base order parameter determination without influence of chemical exchange8
Editorial Board8
Advances in machine learning for epigenetics and biomedical applications8
Evaluation of unitary conductance of gap junction channels based on stationary fluctuation analysis8
A domain-label-guided translation model for molecular optimization8
CRISPR-ENHANCE: An enhanced nucleic acid detection platform using Cas12a8
DBPboost:A method of classification of DNA-binding proteins based on improved differential evolution algorithm and feature extraction8
Ultrasensitive detection and quantification of viral nucleic acids with Raindance droplet digital PCR (ddPCR)8
Site-specific incorporation of biophysical probes into NF-ĸB with non-canonical amino acids8
Multitask learning model for predicting non-coding RNA-disease associations: Incorporating local and global context8
TopoStats – A program for automated tracing of biomolecules from AFM images7
Design and characterization of hollow microneedles for localized intrascleral drug delivery of ocular formulations7
Learning from imbalanced COVID-19 chest X-ray (CXR) medical imaging data7
Editorial Board7
Predicting CircRNA disease associations using novel node classification and link prediction models on Graph Convolutional Networks7
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