Evidence map›Paper›PMID 41802223›Full record

Observational studyJournal of medical Internet research2026

Telepathology and Mobile Health System for Province-Wide Pathology Consultation in Henan, China: Retrospective Evaluation Study.

Jinming Shi, Ming Ye, Dongxu Sun, Xianying He, Yaoen Lu, Linlin Wang, Haotian Chen, Wenchao Wang, Jie Zhao, Fangfang Cui

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Jinming Shi *National Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0000-0002-3222-3845
Ming Ye *National Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0009-0008-7149-4630
Dongxu Sun *National Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0000-0003-4914-9132
Xianying HeNational Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0000-0001-6918-9997
Yaoen LuNational Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0009-0005-8434-471X
Linlin WangNational Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0000-0001-5213-0892
Haotian ChenNational Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0000-0002-8858-6477
Wenchao WangNational Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0009-0002-7989-6550
Jie ZhaoNational Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0000-0003-1168-8384
Fangfang CuiNational Engineering Laboratory for Internet Medical Systems and Applications, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.ORCID https://orcid.org/0000-0002-1870-7907

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTelepathology has emerged as a transformative digital health solution to address the global shortage of pathologists and the unequal distribution of diagnostic services, particularly in underserved and rural areas. In Henan Province, China, high diagnostic demand, rapid population growth, and limited pathology expertise exacerbate regional health care inequities, leading to delayed diagnoses and restricted access to specialist care.

objectiveThis study aimed to design, implement, and evaluate a province-wide telepathology system integrating web and mobile platforms to enhance diagnostic quality, efficiency, and equitable access across health care tiers.

methodsWe conducted a retrospective, multicenter observational study using deidentified data from 120 health care institutions between 2016 and 2024. The system used a 3-tier architecture with virtual private network-secured transmission and a Browser-Server framework, supporting standardized whole-slide image acquisition, remote review, and reporting via web interfaces and a WeChat (Tencent) mini-program. System performance was assessed by consultation volume, turnaround time, concurrency, and diagnostic concordance in a subset of 1027 cases with paired tertiary-hospital expert diagnoses. Economic impact was estimated using previously published per-case savings, reflecting patient travel and ancillary cost reductions. Additional assessments included workflow integration, mobile platform use, and system stability under peak load.

resultsOver 8 years, the network processed 72,916 consultations encompassing 355,104 whole-slide images, supporting 220-300 concurrent users with stable performance. Median turnaround time was 10.06 (IQR 1.63-29.10) hours, with 96.41% (70,298/72,916) of cases completed within 72 hours. County-level hospitals contributed 77.63% (56,603/72,916) of consultations, demonstrating substantial engagement from lower-tier institutions. In the diagnostic subset, originating-site preliminary classifications achieved 0.90 sensitivity and 0.75 specificity relative to expert reference diagnoses, with 17.2% discordance corrected through remote expert review. Estimated annual direct cost savings ranged from US $0.14 to $0.63 million. Mobile-enabled access facilitated remote review and reporting without compromising data security, supporting integration into routine clinical workflows across diverse hospital settings.

conclusionsThe Henan Province telepathology system demonstrates that a centrally coordinated, scalable digital health platform can improve diagnostic efficiency, quality, and equity in resource-constrained settings. High county-level hospital use highlights its potential to reduce geographic and structural diagnostic inequities. Future work should explore formal cost-effectiveness evaluation, artificial intelligence-assisted diagnostic support, and cross-regional interoperability to enable broader adoption and sustainable integration into health care systems.

Indexed as

ChinaDigital HealthHumansRetrospective StudiesTelepathologydiagnostic equitydigital pathologyhealth systems innovationremote diagnosticsrural healthtelepathology

Identifiers

PMID41802223
PMCPMC13010077

What OpenQuestion holds

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LicenceCC BY
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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.