5G-Enabled Healthcare in Mobile Scenarios: Challenges and Implementation Considerations.

Haneya Naeem Qureshi, Marvin Manalastas, Muhammad Umar Bin Farooq, Ali Imran, Yongkang Liu, Mohamad Omar Al Kalaa

Abstract read

In one paragraph

Article in IEEE network, 2023. 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.

Testbed as a RegUlatory Science Tool (TRUST): A Testbed Design for Evaluating 5G-Enabled Medical Devices.IEEE access : practical innovations, open solutions · 2023
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

6 authors.

Haneya Naeem QureshiCenter for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.

Marvin ManalastasCenter for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.

Muhammad Umar Bin FarooqAI4Networks Research Center, School of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, USA.

Ali ImranAI4Networks Research Center, School of Electrical and Computer Engineering, University of Oklahoma, Tulsa, OK, USA.

Yongkang LiuCenter for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.

Mohamad Omar Al KalaaCenter for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD, USA.

Funding

Intramural FDA HHS FD999999

6 · The paper itself

Abstract

Wireless connectivity delay, disruption, or failure can significantly affect the performance of wireless-enabled medical devices, which in turn causes potential risks to the patient. Notably, the challenges related to connectivity provisioning are exacerbated in the fifth-generation (5G)-enabled healthcare use cases where mobility is utilized. In this article, we describe relevant 5G-enabled healthcare use cases involving mobility and identify the connectivity challenges that they face. We then illustrate practical implementation considerations, tradeoffs, and future research directions for enabling reliable 5G healthcare transmissions. This is done through simulation of connected ambulances as an example use-case.

Identifiers

PMID38765241

DOI10.1109/mnet.125.2200243

PMCPMC11098004

What OpenQuestion holds

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Registered trials

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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.