Quantum Computing in a Diagnostic-First Quantum Residual Boosting Framework for Clinical Survival Analysis in Oncology and Cardiology.

Cemil Colak, Burak Yagin, Gokhan Zorlu, Fahaid Al-Hashem, Sarah A Alzakari, Amal K Alkhalifa, Mohammadreza Aghaei

Abstract read

In one paragraph

Article in Journal of clinical medicine, 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

7 authors.

Cemil ColakDepartment of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Türkiye.ORCID 0000-0001-5406-098X

Burak YaginDepartment of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Türkiye.ORCID 0000-0001-6687-979X

Gokhan ZorluDepartment of Biophysics, Faculty of Medicine, Inonu University, Malatya 44280, Türkiye.ORCID 0000-0002-6453-9772

Fahaid Al-HashemDepartment of Physiology, College of Medicine, King Khalid University, Abha 61421, Saudi Arabia.ORCID 0000-0001-5795-9966

Sarah A AlzakariDepartment of Computer Sciences, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia.

Amal K AlkhalifaDepartment of Computer Sciences, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia.ORCID 0000-0002-7273-4041

Mohammadreza AghaeiDepartment of Ocean Operations and Civil Engineering, Norwegian University of Science and Technology (NTNU), 7034 Alesund, Norway.ORCID 0000-0001-5735-3825

Funding

Princess Nourah bint Abdulrahman University PNURSP2026R721

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

clinical prediction modellingconcordance indexhybrid quantum–classical modellingkernel-target alignmentquantum machine learningsurvival analysisvariational quantum circuits

Identifiers

PMID42513300

DOI10.3390/jcm15145387

PMCPMC13411548

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.