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AI/ML

Artificial Intelligence & Machine Learning

Biomarker Discovery for Meta-Classification of Melanoma Metastatic Progression Using Transfer Learning

12/7/2022

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Data Science, Machine Learning, Artificial Intelligence and Lessons from Kaggle - CFI Talks Session 3

10/27/2022

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Two of CFI's active researchers in health AI discuss their  work and lessons derived from joining an international competition where they both received bronze medals.
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Bronze Solution to COVID-19 Detection:The Kaggle Experience

10/26/2022

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  • [CFI Talks 3] Data Science, Machine Learning and Artificial Intelligence - Lessons from Kaggle video presentation.

  • Link to the competition here.
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Using Near-Infrared Spectroscopy and Stacked Regression for the Simultaneous Determination of Fresh Cattle and Poultry Manure Chemical Properties

8/25/2022

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Excessive use of animal manure as fertilizers can lead to pollution through the introduction of nitrogen, phosphorus, and other mineral compounds to the environment. Wet chemical analytical methods are traditionally used to determine the precise chemical composition of manure to manage the application of animal waste to the soil. However, such methods require significant resources to carry out the processes. Affordable, rapid, and accurate methods of analyses of various chemical components present in animal manure, therefore, are valuable in managing soil and mitigating water pollution.

Download the pdf.

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Data Leakage as a Potential Source of Feature Selection Instability: A Case Study on Lung Cancer Biomarker Discovery

8/25/2022

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Mr. Miñoza presented a 2-minute research splash and poster presentation of the study during the Hyper Interdisciplinary Conference in the Philippines 2022 held in Pasay City on November 05, 2022.
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Data Governance
  • Portfolio
    • AI/ML
    • Atipan Project >
      • Atipan Health Blog
    • COVID-19 Toolkit >
      • COVID-19 Guidelines
      • Epidemiology >
        • Epidemiology 1: Hospital Resources
        • Epidemiology 2: Population Modeling
        • Epidemiology 3: Tools
        • Epidemiology 4: Genomic Surveillance
      • PPE Needs Dashboard
    • Electronic Medical Record: UNEMR
    • MPA-FishMApp
    • USASET
    • Collaborations >
      • RODE Project
      • NOMHIR
      • PCN-TIS
      • CNBIG
      • Covid-19 Patient Data Consortium
  • Our Latest News
    • Publications
  • Resources
    • Data Governance
    • InShelf Inventory
    • U-Contact Trace
    • ILO Health Map
    • FHIR
    • EpidSurge
    • FLDR
    • CFI Tickets
    • REDCap
    • UnEMR
  • Training
    • Summer Internship 2022
    • Summer Internship 2021
  • About CFI
  • Contact Us