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hyperfoods machine intelligent mapping of cancer

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HyperFoods: Machine intelligent mapping of

Jul 03, 2019  Recent data indicate that up-to 30–40% of cancers can be prevented by dietary and lifestyle measures alone. Herein, we introduce a unique network-based machine learning platform to identify ...

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HyperFoods: Machine intelligent mapping of cancer

Recent data indicate that up-to 30-40% of cancers can be prevented by dietary and lifestyle measures alone. Herein, we introduce a unique network-based machine learning platform to identify putative food-based cancer-beating molecules. These have been identified through their molecular biological network commonality with clinically approved anti-cancer therapies.

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(PDF) HyperFoods: Machine intelligent

HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods ... This in turn was used to construct a ‘food map’ with anti-cancer potential of

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Hyperfoods: Machine intelligent mapping of

Hyperfoods: Machine intelligent mapping of cancer-beating molecules in foods. Veselkov K. Gonzalez G. Aljifri S. et al. Scientific Reports (2019) 9.

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HyperFoods: Machine intelligent mapping of

complementary anti-cancer effects, by protecting reactive oxidative species induced DNA damage, suppressing inflammation and inducing apoptosis and cancer cell cycle arrest, respectively. Common Name Scientific Name Number of CBMs CBM Names HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods Summary

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HyperFoods: Machine intelligent mapping of cancer

Coffee consumption and mortality from all causes, cardiovascular disease, and cancer: a dose-response meta-analysis (2014) Coffee consumption and risk of all-cause, cardiovascular, and cancer mortality in smokers and non-smokers: a dose-response meta-analysis (2016)

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HyperFoods: Machine intelligent mapping of cancer

HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods. Scientific Reports ( IF 4.379 ) Pub Date : 2019-07-03 , DOI: 10.1038/s41598-019-45349-y

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HyperFoods: Machine intelligent mapping of cancer

HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods [Veselkov et al., 2019]

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HyperFoods: Machine intelligent mapping of

HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods (nature) 119 points by hunglee2 56 days ago hide past web favorite 35 comments: spodek 55 days ago > Plant-based foods (i.e. derived from fruits and vegetables) are particularly rich in cancer-beating molecules . . . Evidence from experimental studies has ...

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AI-designed “hyperfoods” can possibly

Sep 15, 2020  [12] K. Veselkov et al., HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods (2019), Scientific Reports 9. [13] The amount of scientific literature on cancer is enormous, with one paper published every 3

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HyperFoods: Machine intelligent mapping of cancer-beating ...

Aug 04, 2019  HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods Nature. Recent data indicate that up-to 30–40% of cancers can be prevented by dietary and lifestyle measures alone. Herein, we introduce a unique network-based machine learning platform to identify putative food-based cancer-beating molecules.

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HyperFoods: Machine intelligent mapping of cancer-beating ...

HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods. Scientific Reports ( IF 4.379 ) Pub Date : 2019-07-03 , DOI: 10.1038/s41598-019-45349-y

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HyperFoods: Machine intelligent mapping of cancer

complementary anti-cancer effects, by protecting reactive oxidative species induced DNA damage, suppressing inflammation and inducing apoptosis and cancer cell cycle arrest, respectively. Common Name Scientific Name Number of CBMs CBM Names HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods Summary

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Altmetric – HyperFoods: Machine intelligent mapping of ...

HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods Overview of attention for article published in Scientific Reports, July 2019 Altmetric Badge

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Machine Learning Identifies Potential Anti-Cancer ...

Jul 17, 2019  This in turn was used to construct a ‘food map’ with anti-cancer potential of each ingredient defined by the number of cancer-beating molecules found therein. Our analysis underpins the design of next-generation cancer preventative and therapeutic nutrition strategies. ... Laponogov, I. (2019). HyperFoods: Machine intelligent mapping of ...

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Hyperfoods Cookbook by kitchen-theory - Issuu

Sep 03, 2020  In July 2019 the team published their first paper ‘HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods’ in

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By the people, for the people: DreamLab app downloaded ...

Dec 20, 2019  You can read that article – HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods – for free on Nature’s website. The study found that the power of DreamLab’s processing capability speeds up the identification of both cancer-beating molecules in food and new therapeutic uses of existing drugs.

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8 aliments anti-cancer, trouvés par l'intelligence ...

Sep 10, 2019  HyperFoods : Machine intelligent mapping of cancer-beating molecules in foods Bien entendu, il serait dangereux de faire une confiance aveugle en un programme informatique. C’est pourquoi il est primordial que le processus contienne également une vérification humaine, afin de valider les résultats avancés par la machine .

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Guadalupe Gonzalez PhD candidate Imperial College

Hello! I am a PhD candidate in Computing at Imperial College London, supervised by Michael Bronstein and Kirill Veselkov.My research focuses on the application of graph machine learning to biomedical problems, with a special emphasis on drug repositioning, combinatorial therapeutics and hyperfoods (i.e. molecules in foods with disease-beating properties) prediction.

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Cooking with hyperfoods by imperialcollege Free ...

Cooking with hyperfoods by imperialcollege published on 2020-09-23T08:49:09Z We meet the researcher and chef behind a new cookbook – Hyperfoods – that includes recipes packed with ingredients containing anti-cancer molecules, discovered using

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Home - Dr Kirill Veselkov - Imperial College London

Laponogov I and Gonzales G, et al Veselkov K (2021) N etwork machine learning maps phytochemically rich “Hyperfoods” to fight COVID-19. Human Genomics 15, 1. Veselkov K*, et al, HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods (2019), Scientific Reports, 9, 9237. Journal Top 25 Collection.

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Vodafone Foundation's DreamLab app plays starring role in ...

Sep 08, 2020  The research paper ‘HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods’ is available to view here. The paper was based on Imperial’s DRUGS project which, powered by the Vodafone Foundation’s DreamLab app, pairs bespoke artificial intelligence (AI) technologies, mobile supercomputing and big data to speed up ...

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Shahad Aljifri - Epidemiological Data Analyst - Brunel ...

View Shahad Aljifri’s profile on LinkedIn, the world’s largest professional community. Shahad has 4 jobs listed on their profile. See the complete profile on LinkedIn and discover Shahad’s connections and jobs at similar companies.

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Building a Food Recommendation System by Luís Rita ...

Mar 23, 2020  Use the largest publicly available collection of recipe data to build a recommendation system for ingredients and recipes. Train, evaluate and test a model able to predict cuisines from ingredients. Estimate the probability of negative recipe – drug interactions based on the predicted cuisine. Finally, build a web application.

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HyperFoods: Machine intelligent mapping of cancer-beating ...

Aug 04, 2019  HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods Nature. Recent data indicate that up-to 30–40% of cancers can be prevented by dietary and lifestyle measures alone. Herein, we introduce a unique network-based machine learning platform to identify putative food-based cancer-beating molecules.

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Today's News and Commentary — HealthcareInsights.MD

Jul 10, 2019  About the public’s health HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods : Which foods are more likely to help prevent cancers? The authors used a network-based machine learning method to find answers. The bottom line? “ plant-based foods such as tea, carrot,

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How to get started with Graph Machine Learning by Aleksa ...

Feb 07, 2021  HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods (the bigger the node the more diverse the set of CBMs) Once we have the most effective CBMs (cancer-beating molecules) we can create a map of foods that are richest in these CBMs, also called hyperfoods.. Here is a TL;DR: the hyperfoods are: tea, grape, carrot, coriander,

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Smartphone network helps uncover hundreds of anti-cancer ...

Jul 03, 2019  ‘HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods’ by Kirill Veselkov et al. is published in Scientific Reports. This article is based on materials created by The Vodafone Foundation [press release link]

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Vodafone Foundation's DreamLab app plays starring role in ...

Sep 08, 2020  The research paper ‘HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods’ is available to view here. The paper was based on Imperial’s DRUGS project which, powered by the Vodafone Foundation’s DreamLab app, pairs bespoke artificial intelligence (AI) technologies, mobile supercomputing and big data to speed up ...

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Network machine learning maps phytochemically rich ...

Jan 02, 2021  Veselkov K, et al. HyperFoods: machine intelligent mapping of cancer-beating molecules in foods. Sci Rep. 2019;9(1):9237. PubMed PubMed Central Article CAS Google Scholar 16. Aksenov AA, Laponogov I, Zhang Z, et al. Auto-deconvolution and molecular networking of gas chromatography–mass spectrometry data.

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云科技:智能手机帮助鉴定食物中的抗癌物质 - 知乎

Kirill Veselkov et al. HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods,Scientific Reports (2019). DOI: 10.1038/s41598-019-45349-y . 欢迎关注微信公众号“食品放大镜” 公众号名称:Food-Exploration

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图深度学习:成果、挑战和未来 - 知乎

[11] K. Veselkov et al. HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods (2019), Scientific Reports 9. [12] P. Gainza et al. Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning (2020), Nature Methods 17:184–192.

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Cooking with hyperfoods by imperialcollege Free ...

Cooking with hyperfoods by imperialcollege published on 2020-09-23T08:49:09Z We meet the researcher and chef behind a new cookbook – Hyperfoods – that includes recipes packed with ingredients containing anti-cancer molecules, discovered using

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Kirill Veselkov - Assistant Professor in Data Analytics ...

May 01, 2018  HyperFoods: machine-intelligent mapping of cancer-beating molecules in foods By Kirill Veselkov Jul 4, 2019. Your smartphone could help to speed up cancer research while you sleep ... HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods Nature Scientific Reports July 3, 2019

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Building a Food Recommendation System by Luís Rita ...

Mar 23, 2020  Use the largest publicly available collection of recipe data to build a recommendation system for ingredients and recipes. Train, evaluate and test a model able to predict cuisines from ingredients. Estimate the probability of negative recipe – drug interactions based on the predicted cuisine. Finally, build a web application.

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Imperial College London. MRes Biomedical Research (Data ...

Jun 07, 2020  As part of the MRes Biomedical Research (Data Science) degree in ICL, I will be involved in 2 projects. Project 1. The first will be HyperFoods: Machine Intelligent Mapping of Cancer-Beating Molec u les in Foods.The goal of this project is to identify which foods contains a higher concentration of anti-cancer molecules like the ones present in cancer drugs.

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FlavorGraph: a large-scale food-chemical graph for ...

Jan 13, 2021  HyperFoods exploits machine learning to map cancer-beating drug compounds to natural food ingredients. HyperFoods is trained on drug-gene relations to infer food-gene relations by means as ...

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Shahad Aljifri - Epidemiological Data Analyst - Brunel ...

Blood Cancer UK Feb 2016 - Jan 2018 2 years. Health Museum Assistant Museum Assistant ... HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods Nature July 3, 2019 Other authors. See publication. Languages English ...

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