ArticleAnalytical chemistry2019
Reagent-Free and Rapid Assessment of T Cell Activation State Using Diffraction Phase Microscopy and Deep Learning.
Article in Analytical chemistry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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.
Who cites it
13 citing papers in PubMed.
- Optical diffraction tomographic microscopy: a cutting-edge label-free three-dimensional bioimaging.Biophysics reports · 2026Article
- White Light Diffraction Phase Microscopy in Imaging of Breast and Colon Tissues.Diagnostics (Basel, Switzerland) · 2024Article
- DHM/SERS reveals cellular morphology and molecular changes during iPSCs-derived activation of astrocytes.Biomedical optics express · 2024Article
- On the use of deep learning for phase recovery.Light, science & applications · 2024Review
- Artificial intelligence-enabled quantitative phase imaging methods for life sciences.Nature methods · 2023Review
- Targeted Enzyme Activity Imaging with Quantitative Phase Microscopy.Nano letters · 2023Article
- Touch-free optical technologies to streamline the production of T cell therapies.Current opinion in biomedical engineering · 2023Article
- Raman and quantitative phase imaging allow morpho-molecular recognition of malignancy and stages of B-cell acute lymphoblastic leukemia.Biosensors & bioelectronics · 2021Article
- Rapid, label-free classification of tumor-reactive T cell killing with quantitative phase microscopy and machine learning.Scientific reports · 2021Article
- High-speed laser-scanning biological microscopy using FACED.Nature protocols · 2021Article
- Deepometry, a framework for applying supervised and weakly supervised deep learning to imaging cytometry.Nature protocols · 2021Article
- Coarse Raman and optical diffraction tomographic imaging enable label-free phenotyping of isogenic breast cancer cells of varying metastatic potential.Biosensors & bioelectronics · 2021Article
- Classifying T cell activity in autofluorescence intensity images with convolutional neural networks.Journal of biophotonics · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
CD8
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.