212 Matching Annotations
  1. Dec 2022
    1. confocal microscope,

      may want to specify the type of confocal here in addition to the methods.

    2. brand-

      can eliminate to reduce redundancy

    3. clean data

      more precise to say "data with high SNR"?

    4. the contamination inevitable

      specify the type of contamination

    5. to be

      should be "from being"

    6. and bio-friendly breaking the shot-noise limit, facilitating automated analysis of massive data about cell migrations and organelle interactions.

      simplify and make more direct

    7. all faithfully

      awkward phrasing

    8. The computationally 15-fold multiplied photon budget in a standard confocal microscope by DeepSeMi allows for recording organelle interactions in four colors and high-frame-rate across tens of thousands of frames, monitoring migrasomes and retractosomes over a half day, and imaging ultra-phototoxicity-sensitive Dictyostelium cells over thousands of frames, all faithfully and sample-friendly.

      consider making this a simpler, declarative statement(s)

    9. requiring no clean data as references and no compromise of spatiotemporal resolution on diverse imaging systems

      without the need for baseline data or loss of spatiotemporal resolution

    10. efficacious

      perhaps "effective" is more direct

    11. bonds

      should this be "bounds"?

    12. A very interesting computer-learning technique to improve signal to noise and enhance resolution of sub-cellular structures. The impact of this work will be more directly transmitted with clearer writing. Some specific suggestions are annotated throughout the paper.

      One tool that might facilitate this is: https://hemingwayapp.com/