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Multi-feature representation for burn depth classification via burn images

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 118 ()

Burns are a common and severe problem in public health. Early and timely classification of burn depth is effective for patients to receive targeted tr......

Fully-channel regional attention network for disease-location recognition with tongue images

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 118 ()

Objective: Using the deep learning model to realize tongue image-based disease location recognition and focus on solving two problems: 1. The ability ......

Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 116 ()

Objectives: Individuals may respond differently to the same treatment, and there is a need to understand such heterogeneity of causal individual treat......

MvKFN-MDA: Multi-view Kernel Fusion Network for miRNA-disease association prediction

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 118 ()

Predicting the associations between microRNAs (miRNAs) and diseases is of great significance for identifying miRNAs related to human diseases. Since i......

A novel method for clinical risk prediction with low-quality data

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 114 ()

In real-world data, predictive models for clinical risks (such as adverse drug reactions, hospital readmission, and chronic disease onset) are constan......

Health issue identification in social media based on multi-task hierarchical neural networks with topic attention

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 118 ()

Objective: Health issue identification in social media is to predict whether the writers have a disease based on their posts. Numerous posts and comme......

Network differentiation: A computational method of pathogenesis diagnosis in traditional Chinese medicine based on systems science

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 118 ()

Resembling the role of disease diagnosis in Western medicine, pathogenesis (also called Bing Ji) diagnosis is one of the utmost important tasks in tra......

A progressive deep wavelet cascade classification model for epilepsy detection

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 118 ()

Automatic epileptic seizure detection according to EEG recordings is helpful for neurologists to identify an epilepsy occurrence in the initial anti-e......

NIA-Network: Towards improving lung CT infection detection for COVID-19 diagnosis

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 117 ()

During pandemics (e.g., COVID-19) physicians have to focus on diagnosing and treating patients, which often results in that only a limited amount of l......

Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 113 ()

Background and objective: Clinical decision support assisted by prediction models usually faces the challenges of limited clinical data and a lack of ......

A multi-scale convolutional neural network with context for joint segmentation of optic disc and cup

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 113 ()

Glaucoma is the leading cause of irreversible blindness. For glaucoma screening, the cup to disc ratio (CDR) is a significant indicator, whose calcula......

Interactive medical image segmentation via a point-based interaction

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 111 ()

Due to low tissue contrast, irregular shape, and large location variance, segmenting the objects from different medical imaging modalities (e.g., CT, ......

Estimating sparse functional connectivity networks via hyperparameter-free learning model

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 111 ()

Functional connectivity networks (FCNs) provide a potential way for understanding the brain organizational patterns and diagnosing neurological diseas......

A Decision Tree-Initialised Neuro-fuzzy Approach for Clinical Decision Support

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2021; 111 ()

Apart from the need for superior accuracy, healthcare applications of intelligent systems also demand the deployment of interpretable machine learning......

Skin cancer diagnosis based on optimized convolutional neural network

期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE, 2020; 102 ()

Early detection of skin cancer is very important and can prevent some skin cancers, such as focal cell carcinoma and melanoma. Although there are seve......

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