Deep Ensemble Learning Approaches in Healthcare to Enhance the Prediction and Diagnosing Performance: The Workflows, Deployments, and Surveys on the Statistical, Image-Based, and Sequential Datasets

Deep ensemble learning for Alzheimer's disease classification

(2020) Ning An et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A multiple multilayer perceptron neural network with an adaptive learning algorithm for thyroid disease diagnosis in the internet of medical things

(2020) Mehdi Hosseinzadeh et al.   JOURNAL OF SUPERCOMPUTING

An Efficient Deep Learning Approach to Pneumonia Classification in Healthcare

(2019) Okeke Stephen et al.   Journal of Healthcare Engineering

Detection of Congestive Heart Failure Based on LSTM-Based Deep Network via Short-Term RR Intervals

(2019) Ludi Wang et al.   SENSORS

A survey on ensemble learning

(2019) Xibin Dong et al.   Frontiers of Computer Science

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation

(2019) Lin Teng et al.   Journal of Healthcare Engineering

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

Artificial Intelligence in the Rising Wave of Deep Learning: The Historical Path and Future Outlook [Perspectives]

(2018) Li Deng   IEEE SIGNAL PROCESSING MAGAZINE

Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrast-enhanced CT: A Preliminary Study

(2018) Koichiro Yasaka et al.   RADIOLOGY

Liver Fibrosis: Deep Convolutional Neural Network for Staging by Using Gadoxetic Acid–enhanced Hepatobiliary Phase MR Images

(2018) Koichiro Yasaka et al.   RADIOLOGY

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

Improving the Diagnosis of Liver Disease Using Multilayer Perceptron Neural Network and Boosted Decision Trees

(2017) Moloud Abdar et al.   Journal of Medical and Biological Engineering

Deep ensemble learning of sparse regression models for brain disease diagnosis

(2017) Heung-Il Suk et al.   MEDICAL IMAGE ANALYSIS