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“WHERE THINGS SO SMALL CAN HAVE A MASSIVE IMPACT ON YOUR HEALTH.”
Herbsprout is a webblog and podcast dedicated to sharing the health benefits of herbs, food, innovations related to our gut microbiome. Herbsprout seeks to bridge the vast chasm dividing the mainstream medical community and alternative medicine.

Machine learning of microbiome used to predict cancer

8月

2日

Technology advances in DNA sequencing and more sophisticated data-analytics tools has led to extensive research on the relationship between the microbiome and diseases. Researchers are developing a machine learning-based approach to distinguish the type of cancer by analyzing the tissue-specific microbial information, according to the July 21, 2023 issue of Nature.com (1).

Random Forest models of five types of cancers from the Cancer Microbiome Atlas database, achieved promising performances when predicting head and neck, stomach, and colon cancer cases, with the latter showing 90% accuracy across the different studies conducted, says the Nature article. The random forest method forms multiple decision trees in machine learning by regression classification task outputs (2).

This research shows the potential of adopting machine learning techniques in predicting disease and cancer.

1. https://www.nature.com/articles/s41598-023-38670-0

2. https://en.m.wikipedia.org/wiki/Random_forest

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自己紹介

By HerbSprout.com

https://herbsprout.home.blog/ HERBSPROUT ADVISORY BOARD: ___________________________

●Jenny Pandol, Co-owner/founder/ COO, Microbiome Learning Center;
●Dr. Sabine Hazan, Founder and CEO, Progenabiome and Ventura Clinical Trials;
●Naveen Jain, Founder & CEO, Viome
●Hans Parge, ex-Pfizer director;
●Rob Greenlee, VP, Libsyn;
___________________________

●Cindy Postma, essential oils;
●Chris Kenji Beer, herbs & microbiome;
●Ely Diana, translation/ support services.
___________________________

Cindy Postma has been a writer and editor across all disciplines. She has been an instructor of Asian studies at Kings College (Cambridge), Columbia, and Cornell. She received her PhD from Kyoto University, Masters from Columbia University, and undergraduate from The University of Washington. She is proficient in four Asian languages and French. ____________________________

I am Chris Kenji Beer, Herbsprout writer and editor. I come from a family of health nuts. My mom was a psyche major and shared her Japanese culinary tradition. Uncle Tetsuo was and cousin Satoru Harada is a surgeon. Aunt Shigeko was a dietitian in Hiroshima before complications from the nuclear fallout took her life. I am currently enrolled at Bastyr University's Ayurvedic Health Advisor program. In the past, I spent many years researching health care. I was published on the topic "Japanese Health Care for the Elderly" by the U.S. - Japan Foundation, and as co-author of health care reports for National Conference of State Legislatures Health Services Program, NW Asian Weekly, & as Editor/ co-Publisher of Asia Pacific Economic Review. Email us with questions or comments @ sales@mzinger.com. ____________________________

The contents of this webblog is not intended to be used to treat, cure, mitigate, or diagnose any medical condition. The readers must consult your doctor before you make any changes that could affect your health.

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gutmicrobiome

healthinnovation

bacteria

healthtech

datascience

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