Evidence map›Paper›PMID 40538343›Full record

ArticleBiopreservation and biobanking2026

Transforming Biobanking with AI: Perspectives from Leading Experts.

Ahmed Samir Abdelhafiz, Marianne K Henderson, Zisis Kozlakidis, Imon Banerjee, Gouri Mahajan, Weiye Charles Wang, Gregory H Grossman, Soichi Ogishima, Philip Quinlan

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biopreservation and biobanking, 2026. 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. Article
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

9 authors.

Ahmed Samir AbdelhafizDepartment of Clinical Pathology, National Cancer Institute, Cairo University, Cairo, Egypt.
Marianne K HendersonNational Cancer Institute, NIH, DHHS, Bethesda, Maryland, USA.ORCID 0009-0004-8634-9226
Zisis KozlakidisInternational Agency for Research on Cancer, World Health Organization, Lyon, France.ORCID 0000-0002-3836-7209
Imon BanerjeeDepartment of Radiology, Mayo Clinic Arizona, Scottsdale, Arizona, USA.
Gouri MahajanDepartment of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Phoenix, Arizona, USA.
Weiye Charles WangThe National Engineering Center for Biochip in Shanghai, Shanghai, China.
Gregory H GrossmanAdvancing Sight Network, Birmingham, Alabama, USA.
Soichi OgishimaINGEM, Tohoku University, Sendai, Japan.
Philip QuinlanSchool of Medicine, NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK.

Funding

World Health Organization 001
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40538343
PMCPMC13535555

What OpenQuestion holds

Textmetadata
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.