College of Computer Science and Technology,
and Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education,
College of Computer Science and Technology, and Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education
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Feature selection may improve deep neural networks for the bioinformatics problems.
Bioinformatics (Oxford, England) Mar, 2020 | Pubmed ID: 31591638
BioDog, biomarker detection for improving identification power of breast cancer histologic grade in methylomics.
Epigenomics Nov, 2019 | Pubmed ID: 31625763
AgeGuess, a Methylomic Prediction Model for Human Ages.
Frontiers in bioengineering and biotechnology , 2020 | Pubmed ID: 32211384
Selection of features for patient-independent detection of seizure events using scalp EEG signals.
Computers in biology and medicine Apr, 2020 | Pubmed ID: 32339116
Detection and Independent Validation of Model-Based Quantitative Transcriptional Regulation Relationships Altered in Lung Cancers.
Frontiers in bioengineering and biotechnology , 2020 | Pubmed ID: 32656193
Application of Bayesian phylogenetic inference modelling for evolutionary genetic analysis and dynamic changes in 2019-nCoV.
Briefings in bioinformatics Mar, 2021 | Pubmed ID: 32743639
Severity Detection for the Coronavirus Disease 2019 (COVID-19) Patients Using a Machine Learning Model Based on the Blood and Urine Tests.
Frontiers in cell and developmental biology , 2020 | Pubmed ID: 32850809
COVID19XrayNet: A Two-Step Transfer Learning Model for the COVID-19 Detecting Problem Based on a Limited Number of Chest X-Ray Images.
Interdisciplinary sciences, computational life sciences Dec, 2020 | Pubmed ID: 32959234
FeSTwo, a two-step feature selection algorithm based on feature engineering and sampling for the chronological age regression problem.
Computers in biology and medicine Oct, 2020 | Pubmed ID: 33035960
A comprehensive comparison of residue-level methylation levels with the regression-based gene-level methylation estimations by ReGear.
Briefings in bioinformatics Jul, 2021 | Pubmed ID: 33048108
Reduced Serum Zinc Ion Concentration Is Associated with Coronary Heart Disease.
Biological trace element research Nov, 2021 | Pubmed ID: 33387273
Females and Males Show Differences in Early-Stage Transcriptomic Biomarkers of Lung Adenocarcinoma and Lung Squamous Cell Carcinoma.
Diagnostics (Basel, Switzerland) Feb, 2021 | Pubmed ID: 33669819
A Novel Position-Specific Encoding Algorithm (SeqPose) of Nucleotide Sequences and Its Application for Detecting Enhancers.
International journal of molecular sciences Mar, 2021 | Pubmed ID: 33802922
RIFS2D: A two-dimensional version of a randomly restarted incremental feature selection algorithm with an application for detecting low-ranked biomarkers.
Computers in biology and medicine Jun, 2021 | Pubmed ID: 33930763
Impacts of high-quality public data: Special issue on integrating public and in-house biomedical data.
Journal of bioinformatics and computational biology Jun, 2021 | Pubmed ID: 33971798
Computational pan-cancer characterization of model-based quantitative transcription regulations dysregulated in regional lymph node metastasis.
Computers in biology and medicine Aug, 2021 | Pubmed ID: 34166881
DiaMole: Mole Detection and Segmentation Software for Mobile Phone Skin Images.
Journal of healthcare engineering , 2021 | Pubmed ID: 34188791
Subtly altered topological asymmetry of brain structural covariance networks in autism spectrum disorder across 43 datasets from the ENIGMA consortium.
Molecular psychiatry Apr, 2022 | Pubmed ID: 35136228
Feature Selection of OMIC Data by Ensemble Swarm Intelligence Based Approaches.
Frontiers in genetics , 2021 | Pubmed ID: 35350819
A polygenic stacking classifier revealed the complicated platelet transcriptomic landscape of adult immune thrombocytopenia.
Molecular therapy. Nucleic acids Jun, 2022 | Pubmed ID: 35505964
HLAB: learning the BiLSTM features from the ProtBert-encoded proteins for the class I HLA-peptide binding prediction.
Briefings in bioinformatics Sep, 2022 | Pubmed ID: 35514183
MuscNet, a Weighted Voting Model of Multi-Source Connectivity Networks to Predict Mild Cognitive Impairment Using Resting-State Functional MRI.
IEEE access : practical innovations, open solutions , 2020 | Pubmed ID: 35548102
AcneGrader: An ensemble pruning of the deep learning base models to grade acne.
Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Sep, 2022 | Pubmed ID: 35639819
Transforming OMIC features for classification using siamese convolutional networks.
Journal of bioinformatics and computational biology Jun, 2022 | Pubmed ID: 35818996
Pan-cancer identification of the relationship of metabolism-related differentially expressed transcription regulation with non-differentially expressed target genes via a gated recurrent unit network.
Computers in biology and medicine Sep, 2022 | Pubmed ID: 35878490
Integration of lncRNAs, Protein-Coding Genes and Pathology Images for Detecting Metastatic Melanoma.
Genes Oct, 2022 | Pubmed ID: 36292801
Seven non-differentially expressed 'dark biomarkers' show transcriptional dysregulation in chronic lymphocytic leukemia.
Personalized medicine Mar, 2023 | Pubmed ID: 36705049
Gender-specific dysregulations of nondifferentially expressed biomarkers of metastatic colon cancer.
Computational biology and chemistry Jun, 2023 | Pubmed ID: 37058814
EpiTEAmDNA: Sequence feature representation via transfer learning and ensemble learning for identifying multiple DNA epigenetic modification types across species.
Computers in biology and medicine Jun, 2023 | Pubmed ID: 37196456
Transcriptional Dysregulations of Seven Non-Differentially Expressed Genes as Biomarkers of Metastatic Colon Cancer.
Genes May, 2023 | Pubmed ID: 37372321
Orchestrating information across tissues via a novel multitask GAT framework to improve quantitative gene regulation relation modeling for survival analysis.
Briefings in bioinformatics Jul, 2023 | Pubmed ID: 37427963
Reconstructing the cytokine view for the multi-view prediction of COVID-19 mortality.
BMC infectious diseases Sep, 2023 | Pubmed ID: 37735372
Computational Characterization of Undifferentially Expressed Genes with Altered Transcription Regulation in Lung Cancer.
Genes Dec, 2023 | Pubmed ID: 38136991
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