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IMU-Based Gait Normalcy Index Calculation for Clinical Evaluation of Impaired Gait

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (1)

Inertial measurement units (IMU) have been used for gait analysis in many clinical studies, as a more convenient, low cost and less restricted alterna......

LPAQR-Net: Efficient Vertebra Segmentation From Biplanar Whole-Spine Radiographs

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (7)

Vertebra segmentation from biplanar whole-spine radiographs is highly demanded in the quantitative assessment of scoliosis and the resultant sagittal ......

Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (8)

Orthognathic surgical outcomes rely heavily on the quality of surgical planning. Automatic estimation of a reference facial bone shape significantly r......

Accurate and Feasible Deep Learning Based Semi-Automatic Segmentation in CT for Radiomics Analysis in Pancreatic Neuroendocrine Neoplasms

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (9)

Current clinical practice or radiomics studies of pancreatic neuroendocrine neoplasms (pNENs) require manual delineation of the lesions in computed to......

Rapidly Decoding Image Categories From MEG Data Using a Multivariate Short-Time FC Pattern Analysis Approach

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (4)

Recent advances in the development of multivariate analysis methods have led to the application of multivariate pattern analysis (MVPA) to investigate......

Modeling Texture in Deep 3D CNN for Survival Analysis

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (7)

Radiomics has shown remarkable potential for predicting the survival outcome for various types of cancers such as pancreatic ductal adenocarcinoma (PD......

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (9)

Automatic quantification of the left ventricle (LV) from cardiac magnetic resonance (CMR) images plays an important role in making the diagnosis proce......

An L-0 Regularization Method for Imaging Genetics and Whole Genome Assoc a ion Analysis on Alzheimer's Disease

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (9)

Although the neuroimaging measures build a bridge between genetic variants and disease phenotypes, an assessment of single nucleotide variants changes......

Online MECG Compression Based on Incremental Tensor Decomposition for Wearable Devices

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (4)

Lightweight and real-time multi-lead electrocardiogram (MECG) compression on wearable devices is important and challenging for long-term health monito......

A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (5)

Owing to the high incidence rate and the severe impact of skin cancer, the precise diagnosis of malignant skin tumors is a significant goal, especiall......

A Joint Tracking Approach via Ant Colony Evolution for Quantitative Cell Cycle Analysis

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (6)

In this paper, we use an ant colony heuristic method to tackle the integration of data association and state estimation in the presence of cell mitosi......

Identification of lncRNA Signature Associated With Pan-Cancer Prognosis

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (6)

Long noncoding RNAs (lncRNAs) have emerged as potential prognostic markers in various human cancers as they participate in many malignant behaviors. H......

Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (7)

Privacy concerns make it infeasible to construct a large medical image dataset by fusing small ones from different sources/institutions. Therefore, fe......

Deep Semantic Segmentation Feature-Based Radiomics for the Classification Tasks in Medical Image Analysis

期刊: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (7)

Recently, an emerging trend in medical image classification is to combine radiomics framework with deep learning classification network in an integrat......

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