Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data

N Rahim, S El-Sappagh, H Rizk, OA El-serafy… - Applied Soft …, 2024 - Elsevier
The fusion of multimodal longitudinal data is difficult but crucial for enhancing the accuracy
of deep learning models for disease identification and helps provide tailored and patient …

A multimodal learning machine framework for Alzheimer's disease diagnosis based on neuropsychological and neuroimaging data

M Zhang, Q Cui, Y Lü, W Yu, W Li - Computers & Industrial Engineering, 2024 - Elsevier
Alzheimer's disease (AD) is the most prevalent form of dementia, with no current cure. Early
screening and intervention are vital. In multimodal AD data, besides neuroimaging …

A feature-aware multimodal framework with auto-fusion for Alzheimer's disease diagnosis

M Zhang, Q Cui, Y Lü, W Li - Computers in Biology and Medicine, 2024 - Elsevier
Abstract Alzheimer's disease (AD), one of the most common dementias, has about 4.6
million new cases yearly worldwide. Due to the significant amount of suspected AD patients …

[HTML][HTML] Alzheimer's disease diagnosis in the metaverse

JS Bazargani, N Rahim, A Sadeghi-Niaraki… - Computer Methods and …, 2024 - Elsevier
Abstract Background and Objective The importance of early diagnosis of Alzheimer's
Disease (AD) is by no means negligible because no cure has been recognized for it rather …

Explainable AI in Healthcare: Systematic Review of Clinical Decision Support Systems

NA Aziz, A Manzoor, MD Mazhar Qureshi, MA Qureshi… - medRxiv, 2024 - medrxiv.org
This systematic review examines the evolution and current landscape of eXplainable
Artificial Intelligence (XAI) in Clinical Decision Support Systems (CDSS), highlighting …

Infodeslib: Python Library for Dynamic Ensemble Learning using Late Fusion of Multimodal Data

F Juraev, S El-Sappagh, T Abuhmed - Fourth Workshop on …, 2024 - openreview.net
There has been a notable increase in research focusing on dynamic selection (DS)
techniques within the field of ensemble learning. This leads to the development of various …

Identification of Trolling Memes in Kannada and Tulu-Under-resourced Dravidian Languages

A Hegde, SH Lakshmaiah - 2024 - researchsquare.com
On social media platforms, information, ideas, or other forms of expressions are created
and/or shared among people in an interactive manner. During exchange of information …

Model dubokog učenja za predviđanje Alzheimerove bolesti

L Šegota - 2024 - repozitorij.fsb.unizg.hr
Sažetak Alzheimerova bolest (AD) najrašireniji je tip demencije živčanog sustava koji
uzrokuje slabljenje mnogih moždanih funkcija (npr. gubitak pamćenja). Budući da je rana …