Evidence map›Paper›PMID 41464118›Full record

ArticleDiagnostics (Basel, Switzerland)2025

A Hybrid Explainable AI Framework (HXAI) for Accurate and Interpretable Diagnosis of Alzheimer's Disease.

Fatima Hasan Al-Bakri, Wan Mohd Yaakob Wan Bejuri, Mohamed Nasser Al-Andoli, Raja Rina Raja Ikram, Hui Min Khor, Mohd Syafiq Mispan, Norhazwani Md Yunos, Noor Fazilla Abd Yusof, Muhammad Hafidz Fazli Md Fauadi, Abdul Syukor Mohamad Jaya and 8 more

Erratum issuedAbstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors.

Fatima Hasan Al-BakriFaculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Wan Mohd Yaakob Wan BejuriFaculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Mohamed Nasser Al-AndoliFaculty of Computing Informatics, Multimedia University, Cyberjaya 63100, Malaysia.ORCID 0000-0001-6491-9938
Raja Rina Raja IkramFaculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Hui Min KhorDepartment of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur 50603, Malaysia.
Mohd Syafiq MispanFakulti Teknologi dan Kejuruteraan Elektronik dan Komputer, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Norhazwani Md YunosFaculty of Artificial Intelligence and Cyber Security, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Noor Fazilla Abd YusofFaculty of Artificial Intelligence and Cyber Security, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.ORCID 0000-0001-6114-3900
Muhammad Hafidz Fazli Md FauadiFaculty of Artificial Intelligence and Cyber Security, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Abdul Syukor Mohamad JayaFaculty of Artificial Intelligence and Cyber Security, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Nor Aiza MoketarFaculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Noorrezam YusopFaculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Kharismi BurhanudinFaculty of Artificial Intelligence and Cyber Security, Universiti Teknikal Malaysia Melaka, Melaka 76100, Malaysia.
Tyanita Puti MarindahFaculty of Engineering, Universitas Hasanuddin, Gowa 92171, Indonesia.ORCID 0000-0002-8195-1283
Anugrayani BustaminFaculty of Engineering, Universitas Hasanuddin, Gowa 92171, Indonesia.
Zahir ZainuddinFaculty of Engineering, Universitas Hasanuddin, Gowa 92171, Indonesia.
Deasy WahyuniFakultas Ilmu Komputer, Universitas Dumai, Riau 28811, Indonesia.
Umi Kalsom AriffinLee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang 43000, Malaysia.

Funding

Alzheimer's Disease Neuroimaging Initiative - SupplementU01AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE RES &EDUC · PI WEINER, MICHAEL W · 2004 to 2015
$121.0M
NIA NIH HHS U01 AG024904
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Alzheimer’s diseaseensemble learningexplainable AIGrad-CAMSHAP

Identifiers

PMID41464118
PMCPMC12732132

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.