Evidence map›Paper›PMID 39717531›Full record

ArticleFrontiers in bioengineering and biotechnology2024

High-throughput platform for label-free sorting of 3D spheroids using deep learning.

Claudia Sampaio da Silva, Julia Alicia Boos, Jonas Goldowsky, Manon Blache, Noa Schmid, Tim Heinemann, Christoph Netsch, Francesca Luongo, Stéphanie Boder-Pasche, Gilles Weder and 9 more

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Claudia Sampaio da SilvaAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Julia Alicia BoosBio Engineering Laboratory, Department Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland.
Jonas GoldowskyAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Manon BlacheAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Noa SchmidAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Tim HeinemannAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Christoph NetschAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Francesca LuongoAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Stéphanie Boder-PascheAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Gilles WederAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Alba Pueyo MolinerDepartment of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands.
Roos-Anne SamsomDepartment of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands.
Ary MarseeDepartment of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands.
Kerstin SchneebergerDepartment of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands.
Ali MirsaidiKugelmeiers Ltd., Erlenbach, Switzerland.
Bart SpeeDepartment of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, Netherlands.
Thomas ValentinAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.
Andreas HierlemannBio Engineering Laboratory, Department Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland.
Vincent RevolAutomated Sample Handling Group, CSEM SA Centre Suisse d'Electronique et de Microtechnique, Neuchâtel, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

End-stage liver diseases have an increasing impact worldwide, exacerbated by the shortage of transplantable organs. Recognized as one of the promising solutions, tissue engineering aims at recreating functional tissues and organs

Indexed as

3D bioprintingautomationhigh-throughput sortingmachine learningmulti-cellular spheroidstissue engineeringtransfer learning

Identifiers

PMID39717531
PMCPMC11663632

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.