Evidence map›Paper›PMID 34873560›Full record

ReviewCureus2021

Exploring the Current Trends of Artificial Intelligence in Stem Cell Therapy: A Systematic Review.

Mirra Srinivasan, Santhosh Raja Thangaraj, Krishnamurthy Ramasubramanian, Padma Pradha Thangaraj, Krishna Vyas Ramasubramanian

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Cureus, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing 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

25 citing papers in PubMed.

  1. Review
  2. Review
  3. Machine Learning in Stem Cell Research: From Biological Data to Clinical Translation.Computational and structural biotechnology journal · 2026
    Review
  4. Review
  5. Article
  6. Review
  7. Materials Advances in Devices for Heart Disease Interventions.Advanced materials (Deerfield Beach, Fla.) · 2025
    Review
  8. Article
  9. Review
  10. Article
  11. Review
  12. Article
  13. Review
  14. Review
  15. Article
  16. Article
  17. Article
  18. Review
  19. Review
  20. 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

5 authors.

Mirra SrinivasanInternal Medicine, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA.
Santhosh Raja ThangarajInternal Medicine, Rajah Muthiah Medical College, Chidambaram, IND.
Krishnamurthy RamasubramanianComputer Science and Engineering, Koneru Lakshmaiah University, Koneru Lakshmaiah Education Foundation (KLEF), Hyderabad, IND.
Padma Pradha ThangarajInstrumentation Engineering, Madras Institute of Technology, Anna University, Chennai, IND.
Krishna Vyas RamasubramanianComputer Science and Engineering, Artificial Intelligence and Machine Learning, Vellore Institute of Technology, Chennai, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The concept of

Indexed as

artificial intelligencedeep neural networkinduced pluripotent stem cellsmachine learningstem cell therapystem cell transplantationtherapeutic uses

Identifiers

PMID34873560
PMCPMC8635466

What OpenQuestion holds

Textmetadata
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.