Evidence map›Paper›PMID 40230982›Full record

ArticleOxford open digital health2024

Design of a Trustworthy Cloud-Native National Digital Health Information Infrastructure for Secure Data Management and Use.

John Kar-Kin Zao, Joseph Tsung-Shu Wu, Kennedy Kanyimbo, Florian Delizy, Tchin-Tze Gan, Hung-I Kuo, Chih-Hao Hsia, Chuan-Hsi Lo, Shang-Hui Yang, Clément Jean Alexandre Richard and 12 more

Abstract read
In one paragraph

Article in Oxford open digital health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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

22 authors.

John Kar-Kin ZaoFiduciaEdge Technologies Co. Ltd., Hsinchu City, Taiwan, R.O.C.
Joseph Tsung-Shu WuDigital Health Division (DHD), Malawi Ministry of Health, Lilongwe, Malawi.ORCID https://orcid.org/0000-0001-6155-9340
Kennedy KanyimboDigital Health Division (DHD), Malawi Ministry of Health, Lilongwe, Malawi.
Florian DelizyFiduciaEdge Technologies Co. Ltd., Hsinchu City, Taiwan, R.O.C.
Tchin-Tze GanFiduciaEdge Technologies Co. Ltd., Hsinchu City, Taiwan, R.O.C.
Hung-I KuoFiduciaEdge Technologies Co. Ltd., Hsinchu City, Taiwan, R.O.C.
Chih-Hao HsiaWiAdvance Technology Co. Ltd., New Taipei City, Taiwan, R.O.C.
Chuan-Hsi LoWiAdvance Technology Co. Ltd., New Taipei City, Taiwan, R.O.C.
Shang-Hui YangWiAdvance Technology Co. Ltd., New Taipei City, Taiwan, R.O.C.
Clément Jean Alexandre RichardFiduciaEdge Technologies Co. Ltd., Hsinchu City, Taiwan, R.O.C.
Billy RajabDigital Health Division (DHD), Malawi Ministry of Health, Lilongwe, Malawi.
Maganizo MonaweDigital Health Division (DHD), Malawi Ministry of Health, Lilongwe, Malawi.
Blessings KamangaDigital Health Division (DHD), Malawi Ministry of Health, Lilongwe, Malawi.
Nikotelhe MtambalikaDigital Health Division (DHD), Malawi Ministry of Health, Lilongwe, Malawi.
Kwong-Leung Joseph YuLuke International, Nøtterøy, Norway.
Chih-Feng ChouPingtung Christian Hospital, Pingtung City, Taiwan, R.O.C.
Choo-Aun NeohPingtung Christian Hospital, Pingtung City, Taiwan, R.O.C.
Joseph GallagherUniversity College Dublin, Dublin, Ireland.
John O'DonoghueUniversity College Cork, Cork, Ireland.
Rebecca MteghaLuke International, Nøtterøy, Norway.
Hsin-Yi LeeLuke International, Nøtterøy, Norway.
Alinafe MbeweDigital Health Division (DHD), Malawi Ministry of Health, Lilongwe, Malawi.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Since 2022, Malawi Ministry of Health (MoH) designated the development of a National Digital Health Information System (NDHIS) as one of the most important pillars of its national health strategy. This system is built upon a distributed computing infrastructure employing the following state-of-art technologies: (i) digital healthcare devices to capture medical data; (ii) Kubernetes-based Cloud-Native Computing architecture to simplify system management and service deployment; (iii) Zero-Trust Secure Communication to protect confidentiality, integrity and access rights of medical data transported over the Internet; (iv) Trusted Computing to allow medical data to be processed by certified software without compromising data privacy and sovereignty. Trustworthiness, including reliability, security, privacy and business integrity, of this system was ensured by a peer-to-peer network of trusted medical information guards deployed as the gatekeepers of the computing facility on this system. This NDHIS can facilitate Malawi to attain universal health coverage by 2030 through its scalability and operation efficiency. It shall improve medical data quality and security by adopting a paperless approach. It will also enable MoH to offer data rental services to healthcare researchers and AI model developers around the world. This project is spearheaded by the Digital Health Division (DHD) under MoH. The trustworthy computing infrastructure was designed by a taskforce assembled by the DHD in collaboration with Luke International in Norway, and a consortium of hardware and software solution providers in Taiwan. A prototype that can connect community clinics with a district hospital has been tested at Taiwan Pingtung Christian Hospital.

Indexed as

cloud-native computinghealth information securityInternet of Medical ThingsIso27001National Digital Health Information SystemTrusted ComputingZero-Trust Architecture

Identifiers

PMID40230982
PMCPMC11932406

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.