Lan Huang

Publications

• MolFeSCue: Enhancing Molecular Property Prediction in Data-Limited and Imbalanced Contexts Using Few-Shot and Contrastive Learning
  Bioinformatics (Oxford, England). Feb, 2024  |   Pubmed ID: 38426310
• 2.5D Transfer Deep Learning Model for Segmentation of Contrast-enhancing Lesions on Brain Magnetic Resonance Imaging of Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder
  Quantitative Imaging in Medicine and Surgery. Jan, 2024  |   Pubmed ID: 38223040
• Computational Characterization of Undifferentially Expressed Genes with Altered Transcription Regulation in Lung Cancer
  Genes. Dec, 2023  |   Pubmed ID: 38136991
• Correction: ILC1-derived IFN-γ Regulates Macrophage Activation in Colon Cancer
  Biology Direct. Dec, 2023  |   Pubmed ID: 38049857
• Reconstructing the Cytokine View for the Multi-view Prediction of COVID-19 Mortality
  BMC Infectious Diseases. Sep, 2023  |   Pubmed ID: 37735372
• ILC1-derived IFN-γ Regulates Macrophage Activation in Colon Cancer
  Biology Direct. Sep, 2023  |   Pubmed ID: 37679802
• Multi-task Prediction-based Graph Contrastive Learning for Inferring the Relationship Among LncRNAs, MiRNAs and Diseases
  Briefings in Bioinformatics. Sep, 2023  |   Pubmed ID: 37529914
• 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
• OCMR: A Comprehensive Framework for Optical Chemical Molecular Recognition
  Computers in Biology and Medicine. Sep, 2023  |   Pubmed ID: 37393787
• 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
• Gender-specific Dysregulations of Nondifferentially Expressed Biomarkers of Metastatic Colon Cancer
  Computational Biology and Chemistry. Jun, 2023  |   Pubmed ID: 37058814
• Seven Non-differentially Expressed 'dark Biomarkers' Show Transcriptional Dysregulation in Chronic Lymphocytic Leukemia
  Personalized Medicine. Mar, 2023  |   Pubmed ID: 36705049
• AcneTyper: An Automatic Diagnosis Method of Dermoscopic Acne Image Via Self-ensemble and Stacking
  Technology and Health Care : Official Journal of the European Society for Engineering and Medicine. 2023  |   Pubmed ID: 36617797
• Data Resources and Computational Methods for LncRNA-disease Association Prediction
  Computers in Biology and Medicine. Feb, 2023  |   Pubmed ID: 36610216
• Integration of LncRNAs, Protein-Coding Genes and Pathology Images for Detecting Metastatic Melanoma
  Genes. Oct, 2022  |   Pubmed ID: 36292801
• Deep Multilabel Multilingual Document Learning for Cross-Lingual Document Retrieval
  Entropy (Basel, Switzerland). Jul, 2022  |   Pubmed ID: 35885166
• EGFAFS: A Novel Feature Selection Algorithm Based on Explosion Gravitation Field Algorithm
  Entropy (Basel, Switzerland). Jun, 2022  |   Pubmed ID: 35885095
• 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
• Transforming OMIC Features for Classification Using Siamese Convolutional Networks
  Journal of Bioinformatics and Computational Biology. Jun, 2022  |   Pubmed ID: 35818996
• 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
• Multi-input Adaptive Neural Network for Automatic Detection of Cervical Vertebral Landmarks on X-rays
  Computers in Biology and Medicine. Jul, 2022  |   Pubmed ID: 35576823
• 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
• Identification of Prognosis Biomarkers for High-Grade Serous Ovarian Cancer Based on Stemness
  Frontiers in Genetics. 2022  |   Pubmed ID: 35360863
• Multi-channel Graph Attention Autoencoders for Disease-related LncRNAs Prediction
  Briefings in Bioinformatics. Mar, 2022  |   Pubmed ID: 35108355
• Artificial Intelligence in Clinical Research of Cancers
  Briefings in Bioinformatics. Jan, 2022  |   Pubmed ID: 34929741
• Zoo: Selecting Transcriptomic and Methylomic Biomarkers by Ensembling Animal-Inspired Swarm Intelligence Feature Selection Algorithms
  Genes. Nov, 2021  |   Pubmed ID: 34828418
• LGFC-CNN: Prediction of LncRNA-Protein Interactions by Using Multiple Types of Features Through Deep Learning
  Genes. Oct, 2021  |   Pubmed ID: 34828296
• Minimum Distribution Support Vector Clustering
  Entropy (Basel, Switzerland). Nov, 2021  |   Pubmed ID: 34828171
• HBFP: a New Repository for Human Body Fluid Proteome
  Database : the Journal of Biological Databases and Curation. Oct, 2021  |   Pubmed ID: 34642750
• Coarse-Grained Pruning of Neural Network Models Based on Blocky Sparse Structure
  Entropy (Basel, Switzerland). Aug, 2021  |   Pubmed ID: 34441182
• DeepSec: a Deep Learning Framework for Secreted Protein Discovery in Human Body Fluids
  Bioinformatics (Oxford, England). Dec, 2021  |   Pubmed ID: 34398224
• DiaMole: Mole Detection and Segmentation Software for Mobile Phone Skin Images
  Journal of Healthcare Engineering. 2021  |   Pubmed ID: 34188791
• 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
• Structural Basis for CSPG4 As a Receptor for TcdB and a Therapeutic Target in Clostridioides Difficile Infection
  Nature Communications. Jun, 2021  |   Pubmed ID: 34145250
• M6AGE: A Predictor for N6-Methyladenosine Sites Identification Utilizing Sequence Characteristics and Graph Embedding-Based Geometrical Information
  Frontiers in Genetics. 2021  |   Pubmed ID: 34122525
• 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
• 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
• Extracting Biomedical Entity Relations Using Biological Interaction Knowledge
  Interdisciplinary Sciences, Computational Life Sciences. Jun, 2021  |   Pubmed ID: 33730356
• 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 Dynamic Recursive Feature Elimination Framework (dRFE) to Further Refine a Set of OMIC Biomarkers
  Bioinformatics (Oxford, England). Aug, 2021  |   Pubmed ID: 33515240
• A Machine Learning-Based Investigation of Gender-Specific Prognosis of Lung Cancers
  Medicina (Kaunas, Lithuania). Jan, 2021  |   Pubmed ID: 33499377
• 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
• Human Body-fluid Proteome: Quantitative Profiling and Computational Prediction
  Briefings in Bioinformatics. Jan, 2021  |   Pubmed ID: 32020158
• 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
• 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
• LncMirNet: Predicting LncRNA-miRNA Interaction Based on Deep Learning of Ribonucleic Acid Sequences
  Molecules (Basel, Switzerland). Sep, 2020  |   Pubmed ID: 32977679
• Cancer Genotypes Prediction and Associations Analysis from Imaging Phenotypes: a Survey on Radiogenomics
  Biomarkers in Medicine. Aug, 2020  |   Pubmed ID: 32969248
• 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
• Detection and Independent Validation of Model-Based Quantitative Transcriptional Regulation Relationships Altered in Lung Cancers
  Frontiers in Bioengineering and Biotechnology. 2020  |   Pubmed ID: 32656193
• 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 Comparative Analysis of Methylomic Biomarkers of Rheumatoid Arthritis
  Frontiers in Genetics. 2020  |   Pubmed ID: 32292416
• AgeGuess, a Methylomic Prediction Model for Human Ages
  Frontiers in Bioengineering and Biotechnology. 2020  |   Pubmed ID: 32211384
• Feature Selection May Improve Deep Neural Networks for the Bioinformatics Problems
  Bioinformatics (Oxford, England). Mar, 2020  |   Pubmed ID: 31591638
• SefOri: Selecting the Best-engineered Sequence Features to Predict DNA Replication Origins
  Bioinformatics (Oxford, England). Jan, 2020  |   Pubmed ID: 31218360
• BioDog, Biomarker Detection for Improving Identification Power of Breast Cancer Histologic Grade in Methylomics
  Epigenomics. Nov, 2019  |   Pubmed ID: 31625763
• Attention Based Residual Network for Medicinal Fungi Near Infrared Spectroscopy Analysis
  Mathematical Biosciences and Engineering : MBE. Apr, 2019  |   Pubmed ID: 31137248
• A Central Edge Selection Based Overlapping Community Detection Algorithm for the Detection of Overlapping Structures in Protein⁻Protein Interaction Networks
  Molecules (Basel, Switzerland). Oct, 2018  |   Pubmed ID: 30322177
• Key Relation Extraction from Biomedical Publications
  Studies in Health Technology and Informatics. 2017  |   Pubmed ID: 29295224
• Gene-Disease Interaction Retrieval from Multiple Sources: A Network Based Method
  BioMed Research International. 2016  |   Pubmed ID: 27478829
• A Method for Exploring Implicit Concept Relatedness in Biomedical Knowledge Network
  BMC Bioinformatics. Jul, 2016  |   Pubmed ID: 27454167
• Cervical Intervertebral Disc Calcification with Extreme Lateral Herniation in a Child: T2-weighted Signal Intensity of the Involved Disc Can Be Restored to Normal
  Child's Nervous System : ChNS : Official Journal of the International Society for Pediatric Neurosurgery. Apr, 2016  |   Pubmed ID: 26319586
• Link Clustering with Extended Link Similarity and EQ Evaluation Division
  PloS One. 2013  |   Pubmed ID: 23840390