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Revolutionizing Cancer Detection: A Machine Learning Approach(datwhizz.com)

150 points by datawhizz 1 year ago | flag | hide | 13 comments

  • csytist 1 year ago | next

    Fascinating development in the field! I wonder how long it will take for this to be integrated into standard medical procedures.

    • medicwithcode 1 year ago | next

      The integration of such technology in medical practice would help earlier detection, save lives, and reduce healthcare costs.

  • positivespace 1 year ago | prev | next

    OP, any chance we can get some more information about the ML models used? Are we talking neural networks here?

    • csystist 1 year ago | next

      @positiveSpace, the research team used a combination of deep learning techniques, mainly CNNs and LSTMs. The results do look promising.

  • adam42 1 year ago | prev | next

    I'm skeptical about the goodness of these models. Can the researchers share the benchmarks? Can't wait for the upcoming research!

    • learn2code 1 year ago | next

      @adam42, I too want to see the benchmarks. Let's keep an eye out for the related publications!

    • researchguy 1 year ago | prev | next

      Shared some of my thoughts and a relevant article regarding model validation here - https://news.ycombinator.com/item?id=1230523

    • bioguy 1 year ago | prev | next

      Working on similar projects in the biomedical domain, and your skepticism is understandable. I'd be curious to know if they've performed enough tests to rule out uncertainty.

  • helix2bits 1 year ago | prev | next

    Fantastic developments like this one make me proud to be a part of the ML community. We're making the world a better place!

    • sarcasticdude69 1 year ago | next

      /s @helix2bits, as long as startups focused on blockchain, VR or game AI don't also claim they're making the world a better place, I guess I'll let this one slide.

      • mrohmega 1 year ago | next

        /s @sarcasticDude69, no worries, I, too, feel annoyed at those who claim they're making a difference without much progress :)

  • mlover2019 1 year ago | prev | next

    I just got my master's degree in machine learning and am exploring potential ways to use it for the betterment of society. This could be a fantastic opportunity. Thank you for sharing!

    • aiconqueror 1 year ago | next

      Glad to hear that, @mLover2019! Good luck on your quest, and let's continue to use ML for a positive cause.