Sage Journals: Discover world-class research

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Research article

First published 2024

Toward interpretable and generalized mitosis detection in digital pathology using deep learning

Hasan Farooq, Saira Saleem, Iffat Aleem [...]

DIGITAL HEALTH

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Research article

First published 2025-11

Interpretable deep classification of time series based on class discriminative prototype learning

Yupeng Wang, Jianghui Cai, Haifeng Yang [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2026

Construction and Interpretability of a Multimodal Deep Learning Model of Electronystagmography-Optical Coherence Tomography Angiography for Early Screening of Alzheimer’s Disease

Zhuoying Zhu, Xiaoling Zhang, Congying Xu [...]

American Journal of Alzheimer's Disease & Other Dementias®

Open access

Research article

First published 2025-7

Comparative analysis of deep learning and tree-based models in power demand prediction: Accuracy,interpretability,and computational efficiency

Bowen Yang, Mustafa Gül, Yuxiang Chen

Journal of Building Physics

Open access

Research article

First published 2025

An interpretable multimodal deep learning framework for Alzheimer's disease diagnosis

Abdullah Alsaleh

DIGITAL HEALTH

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Research article

First published 2025

A computational framework for environmental corpus construction in business English interpretation based on deep learning

Shanshan Xu

Journal of Computational Methods in Sciences and Engineering

Free access

Research article

First published 2023-2

Interpretable deep learning for the prognosis of long-term functional outcome post-stroke using acute diffusion weighted imaging

Eric Moulton, Romain Valabregue, Michel Piotin [...]

Journal of Cerebral Blood Flow & Metabolism

Retricted access

Research article

First published 2024

Interpretable stacking ensemble learning for predicting the BOF oxygen blowing amount for making high-carbon steel with state-of-the-art machine learning and deep learning models

Tian-yi Xie, Cai-dong Zhang, Fei Zhang [...]

Ironmaking & Steelmaking: Processes,Products and Applications

Open access

Research article

First published 2026

NeuroMorphFusion: A Neuro-Inspired Hybrid Learning Framework for Interpretable Deep Lesion Detection in IoT-Enabled Healthcare Systems

Roseline Oluwaseun Ogundokun, Rotimi-Williams Bello, Pius Adewale Owolawi [...]

Technology in Cancer Research & Treatment

Retricted access

Research article

First published 2020-04-30

Fuzzy classification involved in fusion of existing decision and pre-known task applied for integrated input space

Wei Xue, Qi Wang, Xiaona Liu

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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