🎓 Zeo Choy
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  • Publications
    • A Novel Multi-Strain E3 Probiotic Formula Improved the Gastrointestinal Symptoms and Quality of Life in Chinese Psoriasis Patients
    • A novel E3 probiotics formula restored gut dysbiosis and remodelled gut microbial network and microbiome dysbiosis index (MDI) in Southern Chinese Adult Psoriasis Patients
    • Characterization of the Gut Microbiome in Healthy Dogs and Dogs with Diabetes Mellitus
    • Improvements in Gut Microbiome Composition Predict the Clinical Efficacy of a Novel Synbiotics Formula in Children with Mild to Moderate Atopic Dermatitis
    • Novel Multi-Strain E3 Probiotic Formulation Improved Mental Health Symptoms and Sleep Quality in Hong Kong Chinese
    • 402 Gut Microbiome Dysbiosis index: a novel approach to quantify the degree of gut dysbiosis in patients with chronic plaque psoriasis
    • Effect of a novel E3 probiotics formula on the gut microbiome in atopic dermatitis patients: a pilot study
    • P37. 15 Prevalence of Targetable Mutations using a RT-qPCR Multiplex Assay in Asian NSCLC Patients: A Single Laboratory Experience
    • 306P Detection of anaplastic lymphoma kinase (ALK) mutations using circulating tumour DNA (ctDNA) in advanced non-squamous non-small cell lung cancer (non-Sq-NSCLC) in Asia
    • Synergistic activities of the histone deacetylase inhibitors with conventional cytotoxic chemotherapies in cutaneous angiosarcomas
    • Advancing Precision Oncology with Embedding and Deep Learning-From Chemoresistance Forecast to Therapeutic Regimen Proposal
    • Embedding of genes using cancer gene expression data: biological relevance and potential application on biomarker discovery
    • Gene embedding: A novel machine learning approach to identify gene candidates related to immunotherapy responsiveness
    • Infer related genes from large scale gene expression dataset with embedding
    • Upregulation of Bcl2 in NSCLC with acquired resistance to EGFR-TKI
    • Preclinical study on the efficacy of Panobinostat in hepatocellular carcinoma
    • Low expressions of ASS1 and OTC in glioblastoma suggest the potential clinical use of recombinant human arginase (rhArg)
    • ATPS-51ESTABLISHING THE ROLE OF ARGININE DEPRIVATION WITH THE RECOMBINANT HUMAN ARGINASE PEG-BCT-100 IN THE TREATMENT OF ADULT GLIOMAS
    • Preclinical evaluation of the recombinant human arginase PEG-BCT-100 leading to arginine deprivation in sarcomas
  • Projects
    • Variant Viewer | Streamlit
    • DeepSAC
    • Gene Embedding
    • skinapp
    • resim

Gene Embedding

Nov 16, 2018 · 1 min read
Site

Using shallow neural network layer (embedding) to infer gene-gene/sample relationship from gene expression data

Last updated on Nov 16, 2018
Machine Learning Deep Learning
Zeo Choy
Authors
Zeo Choy
PhD / Bioinformatician / AI & ML
← DeepSAC Oct 5, 2021
skinapp Oct 1, 2018 →

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