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  1. mariovitali

    Questionnaire on ME/CFS

    @Amw66 From Research i have seen there seems to be a connection between H. Pylori and NAFLD. All of the conditions/infections listed in the Questionnaire affect in a negative way Liver function.
  2. mariovitali

    Questionnaire on ME/CFS

    Ah yes, thank you I will fix this
  3. mariovitali

    Questionnaire on ME/CFS

    Here are some initial results based on 36 responses. Unfortunately i do not know how to better depict them (i would like to show response description within the bar charts but havent found a way to do this for now). What is important is that we have a number of responses of ME/CFS patients with...
  4. mariovitali

    Questionnaire on ME/CFS

    The questionnaire link will be also posted on Phoenix Rising and a couple more FB Groups. It is interesting to see that already we have entries such as Drug Induced Liver Injury, Hemochromatosis, Wilson's Disease (out of 11 entries). EBV is currently the most frequent answer.
  5. mariovitali

    Questionnaire on ME/CFS

    All, As some of you know i've been trying to identify whether there are conditions other than Infections such as EBV that may be setting the stage for ME/CFS or co-exist with ME/CFS. Machine Learning suggests that Liver-related conditions may be of particular interest. I created a...
  6. mariovitali

    Press Release: France ASFC to clinically evaluate ME/CFS pathogenesis model by Bio-Modeling Systems

    @TiredSam It means Natural Language Processing. We use these techniques to identify Medical topics and events within Medical Records and published Research. Information Extraction and Natural Language Understanding (NLU) are terms that one might come across also. As an example see here ...
  7. mariovitali

    Press Release: France ASFC to clinically evaluate ME/CFS pathogenesis model by Bio-Modeling Systems

    @NelliePledge They use some techniques (NLP + information Extraction, Network Analysis) that i have been using as well. They also utilise some methods that resemble to what Dr Robert Phair is doing with his Software and the "Metabolic Trap" Hypothesis. I am looking forward to what their...
  8. mariovitali

    The microbiome hypothesis: Lipkin's collaborative, part 1 (Simon McGrath blog)

    It is a big surprise to me that since the Gut and the Liver work very closely together ("enterohepatic circulation","Gut-Liver Axis") , no one is paying attention to the Liver. Some interesting excerpts from https://www.nature.com/articles/s41575-018-0011-z : Title : The Gut-Liver Axis and...
  9. mariovitali

    Machine Learning-assisted Research on ME/CFS

    @Trish Yes, Thanks for pointing this out. What is also interesting are the latest findings of Maureen Hanson. In one of her papers, the following is stated : Link : https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5365380/ Some questions : -Why are Bile acids reduced? -Why do we have...
  10. mariovitali

    Machine Learning-assisted Research on ME/CFS

    @strategist I wish i could but the problem is that Liver Biopsies may have complications. Nevertheless what i am trying is to build awareness, first among patients. I would also like to present several cases with Liver issues to Professor Murovska of the EUROMENE Network. I have sent to her...
  11. mariovitali

    Machine Learning-assisted Research on ME/CFS

    Dear All, I wanted to present here my Research that is performed using advanced analytical techniques. Many of you may know me from Phoenix Rising but i wanted to take the opportunity to present this work here as well. Regarding my background , i am a Data Scientist / Machine Learning...
  12. mariovitali

    David Systrom, researcher, Brigham and Women's Hospital, USA

    Given the vast array of Symptoms present in ME/CFS, i would say that the hypothesis discussed here is applicable to a small number of ME/CFS Patients and quite probably looks at a Symptom, not the cause.
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