Evidence map›Paper›PMID 39052832›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Shot noise-mitigated secondary electron imaging with ion count-aided microscopy.

Akshay Agarwal, Leila Kasaei, Xinglin He, Ruangrawee Kitichotkul, Oğuz Kağan Hitit, Minxu Peng, J Albert Schultz, Leonard C Feldman, Vivek K Goyal

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Shot noise-mitigated secondary electron imaging with ion count-aided microscopy.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Akshay AgarwalDepartment of Electrical and Computer Engineering, Boston University, Boston, MA 02215.ORCID 0000-0002-5944-3346
Leila KasaeiDepartment of Physics and Astronomy, Rutgers University, Piscataway, NJ 08854.
Xinglin HeDepartment of Electrical and Computer Engineering, Boston University, Boston, MA 02215.
Ruangrawee KitichotkulDepartment of Electrical and Computer Engineering, Boston University, Boston, MA 02215.
Oğuz Kağan HititDepartment of Electrical and Computer Engineering, Boston University, Boston, MA 02215.
Minxu PengDepartment of Electrical and Computer Engineering, Boston University, Boston, MA 02215.
J Albert SchultzIonwerks Inc., Houston, TX 77005.
Leonard C FeldmanDepartment of Physics and Astronomy, Rutgers University, Piscataway, NJ 08854.
Vivek K GoyalDepartment of Electrical and Computer Engineering, Boston University, Boston, MA 02215.ORCID 0000-0001-8471-7049

Funding

Nanoparticulate Coatings Enhance Ion DetectionR44GM106507 · NIGMS · IONWERKS, INC. · PI SCHULTZ, JOHN ALBERT · 2021 to 2023
$1.6M
HHS | National Institutes of Health (NIH) 5R44GM106507-03National Science Foundation (NSF) 2039762NIGMS NIH HHS R44 GM106507
6 · The paper itself

Abstract

Modern science is dependent on imaging on the nanoscale, often achieved through processes that detect secondary electrons created by a highly focused incident charged particle beam. Multiple types of measurement noise limit the ultimate trade-off between the image quality and the incident particle dose, which can preclude useful imaging of dose-sensitive samples. Existing methods to improve image quality do not fundamentally mitigate the noise sources. Furthermore, barriers to assigning a physically meaningful scale make the images qualitative. Here, we introduce ion count-aided microscopy (ICAM), which is a quantitative imaging technique that uses statistically principled estimation of the secondary electron yield. With a readily implemented change in data collection, ICAM substantially reduces source shot noise. In helium ion microscopy, we demonstrate 3[Formula: see text] dose reduction and a good match between these empirical results and theoretical performance predictions. ICAM facilitates imaging of fragile samples and may make imaging with heavier particles more attractive.

Indexed as

estimationhelium ion microscopysecondary electronsshot noise

Identifiers

PMID39052832
PMCPMC11295032

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.