🔎 How can AI-powered tools help scientists uncover hidden connections in disease research?

🔗 Darling (v2.0): Mining disease-related databases for the detection of biomedical entity associations. Computational and Structural Biotechnology Journal, DOI: https://doi.org/10.1016/j.csbj.2025.06.025

📚 CSBJ: https://www.csbj.org/

#AIinScience #BiomedicalTextMining #Genomics #PrecisionMedicine #Bioinformatics #OpenScience #BiomedicalResearch #BiomedicalAI #LiteratureMining #SystemsBiology #Omics #KnowledgeDiscovery

I have started a new weekly newsletter that will be a bibliography of new research articles on the use of automated knowledge discovery in medicine. The bibliography is compiled by a machine learning program developed by Thomas Kirchel, to which I provide manual abstract relevance feedback. You can subscribe to it free by signing up for the newsletter "bims-aukdim Automated knowledge discovery techniques in medicine" at:

https://biomed.news/reports

#research #medicine #knowledgeDiscovery

reports

Joan Didion’s Notes on Therapy

Excerpts from the writer’s archive about her sessions with the psychiatrist Roger MacKinnon.

The New Yorker
Revolutionizing Knowledge Discovery with GenAI to Transform Document Management

Today’s organizations typically have the tools and capabilities to handle huge amounts of data. Still, finding the right information at the right time can feel like searching for a needle in a…

Intuit Engineering

Speaking in the context of LLMs. Knowledge and intelligence is much more than memorization. So, I guess it should be acceptable if LLMs get some facts incorrect?

#LLMs #deeplearning #knowledgediscovery

Proceedings – ECML PKDD 2023

"Accelerating science with human-aware artificial intelligence"

Very interesting paper on augmenting human intelligence with AI for knowledge discovery.
Full text of paper:
https://arxiv.org/ftp/arxiv/papers/2306/2306.01495.pdf

The ELI5 explantion of paper in the popular press: https://techxplore.com/news/2023-07-human-aware-ai-scientific-discoveries.html

#AI #knowledgeDiscovery #randomWalks #hypergraphRandomWalks

#AI is killing the #OldWeb, and the #NewWeb struggles to be born. #GenerativeAI #models are changing the #economy of the web, making it cheaper to generate #lower #quality #content. We’re just beginning to see the effects of these changes. https://www.theverge.com/2023/6/26/23773914/ai-large-language-models-data-scraping-generation-remaking-web #KM #research #KnowledgeDiscovery #knowledgeManagement #education #FakeNews
AI is killing the old web, and the new web struggles to be born

AI language models and chatbots show that AI can generate content cheaply but at a lower quality. These characteristics mean AI will remake the web as we know it — from Google Search to Wikipedia and more.

The Verge

Two #professorlife announcements:

  • Starting July 1, I'll be an Associate Professor with tenure!

  • I received the NSF CAREER award to work on Statistically-sound #knowledgediscovery from data (https://www.nsf.gov/awardsearch/showAward?AWD_ID=2238693&HistoricalAwards=false)!

  • #datamining #datascience #datamammoths #nsfcareer

    NSF Award Search: Award # 2238693 - CAREER: Statistically-Sound Knowledge Discovery from Data

    The submission site for the #phdforum at ECMLPKDD is now open. Deadline: June 19. See info at https://2023.ecmlpkdd.org/submissions/phd-forum/ . #ECMLPKDD2023 #machinelearning #datamining #knowledgediscovery #datascience
    PhD Forum – ECML PKDD 2023