Evidence map›Paper›PMID 41741530›Full record

ArticleScientific reports2026

Reversible data hiding for electronic patient information security for telemedicine applications.

Adam Muhudin, Osman Diriye Hussein, Abdullahi Mohamud Osoble, Jayanta Mondal

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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

4 authors.

Adam MuhudinDepartment of Computer Science, Faculty of Computing, SIMAD University, Mogadishu, Somalia. Adammuhudin@simad.edu.so.
Osman Diriye HusseinDepartment of Telecommunications, Faculty of Engineering, SIMAD University, Mogadishu, Somalia.
Abdullahi Mohamud OsobleDepartment of Computer Science, Faculty of Computing, SIMAD University, Mogadishu, Somalia.
Jayanta MondalSchool of Computer Engineering, KIIT University, Bhubaneswar, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Telemedicine workflows require the secure transmission of medical images while preserving diagnostic integrity. We propose a Reversible Data Hiding in Encrypted Images (RDH‑EI) scheme tailored for telemedicine that couples (i) a Generation of Encryption Parameters (GEP) mechanism to derive per‑block embedding controls from a data‑hiding key and (ii) a two‑level Least Significant Bit (LSB) strategy that provides separable payload extraction and exact image recovery. Images are first encrypted using AES‑CTR with a unique nonce; GEP then produces block‑wise traversal orders, offsets, and parity masks used by Phase‑1 (odd blocks, parity‑of‑triples) and Phase‑2 (even blocks, serialized side‑information). The method supports three operating modes: payload‑only extraction, decrypt‑only viewing, and full, bit‑exact recovery when both keys are available. On a 90‑image test set (30 X‑rays, 30 MRIs, 30 CTs, all 512 × 512), the proposed approach achieves higher quality on directly decrypted images than representative baselines at Z = 16: PSNR 39.92 ± 0.41 dB (X‑ray), 37.78 ± 0.38 dB (MRI), and 38.27 ± 0.36 dB (CT), with SSIM 0.9784 ± 0.0021, 0.9694 ± 0.0023, and 0.9835 ± 0.0018, respectively. The recovered images are bit‑exact (PSNR = ∞). Encryption robustness is supported by near‑maximal entropy, high NPCR (> 99%), and UACI near 33%. These results indicate that the proposed GEP‑driven, two‑level embedding improves the payload-distortion trade‑off while retaining strict reversibility, making it suitable for secure medical‑image sharing in telemedicine.

Indexed as

Computer SecurityTelemedicineAlgorithmsHumansAES‑CTREncrypted imagesLSB embeddingMedical imagingReversible data hidingTelemedicine security

Identifiers

PMID41741530
PMCPMC12972314

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.