Evidence map›Paper›PMID 41028139›Full record

ArticleScientific reports2025

Fusion cryptography for secure medical data transmission using mathematical quantum computing operations.

Amer Aljaedi, Sajjad Shaukat Jamal, Abdullah Aljuhni, Adel R Alharbi, Tariq Shah

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

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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.

  1. 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

5 authors.

Amer AljaediCollege of Computing and Information Technology, University of Tabuk, Tabuk, 71491, Saudi Arabia. aaljaedi@ut.edu.sa.
Sajjad Shaukat JamalDepartment of Mathematics, College of Science, King Khalid University, Abha, 61413, Saudi Arabia.
Abdullah AljuhniCollege of Computing and Information Technology, University of Tabuk, Tabuk, 71491, Saudi Arabia.
Adel R AlharbiCollege of Computing and Information Technology, University of Tabuk, Tabuk, 71491, Saudi Arabia.
Tariq ShahDepartment of Mathematics, Quaid-i-Azam University, Islamabad, 45320, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With the growing demand for highly secure medical data transmission, this research introduces a fused cryptography framework that integrates mathematical quantum computing operations with advanced classical encryption techniques. The proposed method incorporates quantum principles, including quantum walks, quantum-based cyclic shift operators, quantum XOR operations, and quantum key image generation with classical methods such as bit-plane extraction and hyperchaotic system-based scrambling. A hyperchaotic map generates random key sequences to produce both a spatial domain random image and a quantum key image. The medical image is first decomposed into eight bit-planes, and only the high-information bit-planes (HIBPs) undergo encryption to optimize computational efficiency. HIBPs are scrambled using multilayer, block-wise, and diagonal permutations based on the chaotic sequences. Quantum encryption is then applied, starting with novel enhanced quantum representation encoding, followed by Baker map-based scrambling and quantum XOR diffusion to secure the final ciphertext. Extensive experiments, including entropy evaluation, noise attack resilience, clipping attack robustness, and correlation analysis, confirm the superior security and performance of the proposed method. Notably, the algorithm achieves near-ideal results, such as an entropy of 7.9999, a correlation coefficient of 0.0001, 98% plaintext recovery after 30% noise corruption, and 96% recovery after 25% ciphertext clipping, demonstrating its robustness for secure medical data transmission.

Identifiers

PMID41028139
PMCPMC12485170

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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.