Evidence map›Paper›PMID 41102951›Full record

ReviewCurrent pharmaceutical design2026

Integrating Telemedicine, Virtual Environments, and AI in Digital Healthcare: Advances and Future Directions.

Sudhanshu Mishra, Shivendra Mani Tripathi, Pratik Kumar Vishwakarma, Gaurav Krishna, Vandana Arora Sethi, Raghav Mishra

Abstract readReview
PubMed Publisher
In one paragraph

Review in Current pharmaceutical design, 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

6 authors.

Sudhanshu MishraFaculty of Pharmaceutical Science, Mahayogi Gorakhnath University, Gorakhpur, Uttar Pradesh, 273007, India.ORCID 0000-0001-5009-4736
Shivendra Mani TripathiFaculty of Pharmaceutical Science, Mahayogi Gorakhnath University, Gorakhpur, Uttar Pradesh, 273007, India.ORCID 0000-0002-2531-9259
Pratik Kumar VishwakarmaDepartment of Pharmaceutical Science & Technology, Madan Mohan Malaviya University of Technology, Gorakhpur, Uttar Pradesh, 273016, India.
Gaurav KrishnaGLA University, NH-2 Highway, Mathura, Uttar Pradesh, 281406, India.ORCID 0000-0003-1398-9340
Vandana Arora SethiDepartment of Pharmaceutics, Lloyd Institute of Management and Technology, Knowledge Park II, Greater Noida, Uttar Pradesh, 201306, India.ORCID 0009-0008-4767-704x
Raghav MishraDepartment of Pharmaceutical Chemistry, Lloyd School of Pharmacy, Knowledge Park II, Greater Noida, Uttar Pradesh, 201306, India.ORCID 0000-0001-5269-2860

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe delivery of healthcare services via information and communication technology, or telemedicine, has grown to be an essential part of modern medicine. This study explores the evolving role of telemedicine, focusing on its expansion into the Metaverse, and evaluates its potential to improve healthcare accessibility, patient engagement, and medical outcomes.

methodsA comprehensive analysis of the literature was conducted, evaluating studies investigating the efficacy of telemedicine in different medical fields, notably mental health, chronic disease management, and postsurgical follow-ups. This study assessed the impact of emerging technologies, specifically virtual reality (VR) and augmented reality (AR), on telemedicine, emphasizing their applications within the Metaverse. Furthermore, ethical considerations, insurance limitations, and technological disparities were assessed.

resultsTelemedicine has significantly enhanced healthcare access, especially in remote and underserved regions. Patient satisfaction and purpose to continue with telemedicine services are elevated, particularly in specialized areas like Tele-stroke and mental health counseling. DISCUSSION: The Metaverse has the potential to transform telemedicine through the establishment of immersive and interactive healthcare settings. VR and AR have the potential to facilitate virtual consultations, enhancing the interaction between patients and healthcare professionals. Additionally, the integration of data may lead to improvements in diagnostic accuracy and treatment planning. However, issues such as data privacy, cybersecurity hazards, and the digital gap must be addressed to provide adequate access.

conclusionTelemedicine has demonstrated significant utility within modern healthcare, and its incorporation with the Metaverse offers novel prospects for improving patient care, advancing medical education, and facilitating collaborative research. Despite the promising benefits, it is crucial to address technological, ethical, and regulatory challenges to ensure widespread adoption and successful implementation.

Indexed as

Artificial IntelligenceDelivery of Health CareTelemedicineVirtual RealityDigital HealthHumansdigital erametaversePatient carepatient supporttelehealthtelemedicine

Identifiers

PMID41102951

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.