Tanishq Abraham

@iScienceLuvr

10 yr old HS 🎓 |11 yr old college🎓 |15 yr old biomedical engineer 🎓 & PhD student | speaker| |

somewhere in this universe
Vrijeme pridruživanja: prosinac 2011.

Tweetovi

Blokirali ste korisnika/cu @iScienceLuvr

Jeste li sigurni da želite vidjeti te tweetove? Time nećete deblokirati korisnika/cu @iScienceLuvr

  1. Prikvačeni tweet
    1. sij

    What I did this decade: Started college @ 7 talk @ 9 High school grad @ 10 Participated on Child Genius Appeared on Community college grad @ 11 grad @ 14 Joined PhD program @ UCD Looking forward to the next decade! Happy New Year

    Prikaži ovu nit
    Poništi
  2. 2. velj

    Today's a special day! It's an international 02/02/2020 which is a day in all date formats! The last time this occured was 909 years ago and it will happen again in 101 years! Have fun!

    Poništi
  3. 1. velj

    Happy 28th anniversary to our cool, awesome, and young-at-heart parents!

    Poništi
  4. 28. sij

    cc: this thread might be of interest to you. you probably already know about this, but thought I'd still share.

    Prikaži ovu nit
    Poništi
  5. 26. sij

    PS. I almost forgot to link the paper! Also want to clarify this isn't my work, but my PhD advisor's work published 5 years ago. But I still thought it is very interesting work and worth sharing!

    Prikaži ovu nit
    Poništi
  6. 26. sij

    I focus on applying deep learning to both analyze and enhance images obtained from our 🔬 with the goal of hopefully integrating these technologies into a clinical pathologist's workflow. (11/11)

    Prikaži ovu nit
    Poništi
  7. 26. sij

    While it was a fun experiment that loves to highlight to newcomers of the field/lab, we currentlywork on something a little different. Our lab is instead focused on developing novel microscopy technologies like MUSE (). (10/11)

    Prikaži ovu nit
    Poništi
  8. 26. sij

    In conclusion, pigeons aren't going to replace pathologists anytime soon but perhaps they are a good baseline to compare ML algorithms too 🤔 (9/11)

    Prikaži ovu nit
    Poništi
  9. 26. sij

    There were some experiments with training pigeons to diagnose from mammograms, but training took much longer and the pigeons failed on the test set, indicating the pigeons probably were only able to memorize the images. (8/11)

    Prikaži ovu nit
    Poništi
  10. 26. sij

    Surprisingly, a lot of the images the pigeons failed at were truly difficult images that even pathology residents would struggle with. In particular, they failed at cases where the cancerous tissue had similar characteristics as normal tissue, and vice versa. (7/11)

    Prikaži ovu nit
    Poništi
  11. 26. sij

    Finally, the commonly used ML technique of ensembling also works with pigeons! The scores of four pigeons were ensembles, obtaining an AUC of 0.99! (6/11)

    Prikaži ovu nit
    Poništi
  12. 26. sij

    To understand what kinds of features the pigeons could be using, the pigeons were also trained on monochrome images (no color info) and performed decently as well. This could indicate that pigeons rely on textural cues, like some common deep learning algorithms as well. (5/11)

    Prikaži ovu nit
    Poništi
  13. 26. sij

    The pigeons were trained on 144 images (4x magnification) over a course of 15 days. Accuracy started at 50% (random) and ended up at 85%. Interestingly, performance on rotated and unseen test images was high, indicating generalizability. (4/11)

    Prikaži ovu nit
    Poništi
  14. 26. sij

    The pigeons were placed in an apparatus and the 🔬 image was shown to the pigeons on a touchscreen. The pigeons were given food if they pressed the correct button on the screen. (This is opposed to regular pathologists who are not given free food when analyzing images!) (3/11)

    Prikaži ovu nit
    Poništi
  15. 26. sij

    My PI often likes to say AI stands for avian intelligence. And indeed his paper shows pigeons can learn the difficult task of classifying the presence of breast cancer in histopathological images. (2/11)

    Prikaži ovu nit
    Poništi
  16. 26. sij

    Saw few tweets on pigeon-based classification of breast cancer ( , , & ML Reddit), which was published in 2015. I work with the legend himself ! I thought for my 1st Twitter thread I'd go over the papers's main points & our current work! (1/11)

    Prikaži ovu nit
    Poništi
  17. 26. sij

    Happy (shot during our layover at couple weeks ago early January)

    Poništi
  18. 25. sij
    Poništi
  19. 21. sij

    Congrats to sis , graduating high school at 13 👩‍🎓!! Officially a full time college student now! Good luck w/16 semester units! – mjesto: American River College: Music Department

    Poništi
  20. 3. sij
    Prikaži ovu nit
    Poništi
  21. 3. sij

    thank you for retweeting and sharing my story with others!

    Prikaži ovu nit
    Poništi

Čini se da učitavanje traje već neko vrijeme.

Twitter je možda preopterećen ili ima kratkotrajnih poteškoća u radu. Pokušajte ponovno ili potražite dodatne informacije u odjeljku Status Twittera.

    Možda bi vam se svidjelo i ovo:

    ·