Evidence map›Paper›PMID 42315632›Full record

ArticleScientific reports2026

Blockchain-enabled data management system of internet of medical things.

Tingyu Xu, Guanya Zhu, Qiang Wei, Yun Liu, Lindu Zhao

Abstract read
In one paragraph

Article in Scientific reports, 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

5 authors.

Tingyu XuSchool of Cyber Science and Engineering, Southeast University, No. 2, Sipailou, Nanjing, 210096, People's Republic of China.
Guanya ZhuInformation Technology Department, Huatai Securities Co., Ltd., Nanjing, 210019, People's Republic of China.
Qiang WeiSchool of Cyber Science and Engineering, Southeast University, No. 2, Sipailou, Nanjing, 210096, People's Republic of China.
Yun LiuDepartment of Geriatrics, The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, People's Republic of China.
Lindu ZhaoSchool of Cyber Science and Engineering, Southeast University, No. 2, Sipailou, Nanjing, 210096, People's Republic of China. ldzhao@seu.edu.cn.

Funding

the National Key Research & Development Plan of Ministry of Science and Technology of China 2023YFC3605800
6 · The paper itself

Abstract

The Internet of Medical Things (IoMT) faces critical security challenges, including vulnerability to cyber-attacks, data forgery, and unauthorized access, due to its historically centralized architecture and insufficient built-in device security. This paper presents an integrated consortium blockchain-enabled data management system for IoMT environments, focusing on secure and auditable management of data generated by heterogeneous medical instruments. The system implements a multi-layered architecture comprising data, network, consensus, contract, and application layers. It employs RAFT for ledger commitment among authorized consortium nodes, SHA256 hashing and RSA digital signatures for transaction integrity verification and source authentication, and an RBAC-centered hybrid authorization model with metadata-index-assisted retrieval. Under a standardized workload of 10,000 health-data transactions across 4-10 consortium nodes, the proposed system achieved a throughput of 260-480 transactions per second and an average index-assisted query latency of 45-65 ms. Throughput decreased as the number of nodes increased, whereas query latency remained below 65 ms across all evaluated configurations. The proposed consortium blockchain framework supports integrity-protected, access-controlled, and auditable IoMT data management. Within the evaluated simulation setting, the system achieved sub-65 ms index-assisted query latency. Further deployment-oriented validation is required to characterize consensus and propagation latency, computational and storage overhead, energy consumption, and crash-fault recovery performance.

Indexed as

BlockchainComputer SecurityData ManagementInternet of ThingsDigital HealthHumansInternetAccess controlBlockchainConsortium blockchainData managementInternet of Medical Things (IoMT)

Identifiers

PMID42315632
PMCPMC13547309

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.