Deep Survival Analysis with Latent Clustering and Contrastive Learning

JOURNAL ARTICLE published 2024 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Key Research and Development Program of China (2018AAA0102100) | National Natural Science Foundation of China (62106266,U22B2048)

Authors: Chang Cui | Yongqiang Tang | Wensheng Zhang

Corrections to “A Sub-Pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis”

JOURNAL ARTICLE published February 2024 in IEEE Journal of Biomedical and Health Informatics

Research funded by Japan Society for the Promotion of Science (18H05288,21K07611) | JST SPRING (JPMJSP2119)

Authors: Yafei Ou | Prasoon Ambalathankandy | Ryunosuke Furuya | Seiya Kawada | Tianyu Zeng | Yujie An | Tamotsu Kamishima | Kenichi Tamura | Masayuki Ikebe

Epileptic Seizure Classification of EEGs Using Time–Frequency Analysis Based Multiscale Radial Basis Functions

JOURNAL ARTICLE published March 2018 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Natural Science Foundation of China (61671042,61403016,61405009) | Specialized Research Fund for the Doctoral Program of Higher Education of China (20131102120008) | Natural Science Foundation of Jiangsu Province (BK20140411)

Authors: Yang Li | Xu-Dong Wang | Mei-Lin Luo | Ke Li | Xiao-Feng Yang | Qi Guo

Performance Analysis of Gyroscope and Accelerometer Sensors for Seismocardiography-Based Wearable Pre-Ejection Period Estimation

JOURNAL ARTICLE published November 2019 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Institutes of Health (1R01HL130619-A1) | National Center for Advancing Translational Sciences (UL1TR002378)

Authors: Md Mobashir Hasan Shandhi | Beren Semiz | Sinan Hersek | Nazli Goller | Farrokh Ayazi | Omer T. Inan

Fall Detection With UWB Radars and CNN-LSTM Architecture

JOURNAL ARTICLE published April 2021 in IEEE Journal of Biomedical and Health Informatics

Authors: Julien Maitre | Kevin Bouchard | Sebastien Gaboury

Reinventing 2D Convolutions for 3D Images

JOURNAL ARTICLE published August 2021 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Natural Science Foundation of China (U20B2072,61976137,U1611461)

Authors: Jiancheng Yang | Xiaoyang Huang | Yi He | Jingwei Xu | Canqian Yang | Guozheng Xu | Bingbing Ni

Predicting Drug Response Based on Multi-Omics Fusion and Graph Convolution

JOURNAL ARTICLE published March 2022 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Natural Science Foundation of China (61972185) | Natural Science Foundation of Yunnan Province (2019FA024) | Yunnan Key Research and Development Program (2018IA054)

Authors: Wei Peng | Tielin Chen | Wei Dai

M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities

JOURNAL ARTICLE published January 2023 in IEEE Journal of Biomedical and Health Informatics

Research funded by ML-Edge Swiss National Science Foundation (200020182009/1) | PEDESITE Swiss NSF Sinergia Project (SCRSII5 193813/1) | Fondation Botnar (REG-19-019) | NSF (2003279,1911095,1826967,2100237,2112167,GRC TASK 3021.001,GRC TASK 2942.001)

Authors: Alireza Amirshahi | Anthony Thomas | Amir Aminifar | Tajana Rosing | David Atienza

A Noise Reduction Technique Based on Nonlinear Kernel Function for Heart Sound Analysis

JOURNAL ARTICLE published May 2018 in IEEE Journal of Biomedical and Health Informatics

Authors: Ashok Mondal | Ishan Saxena | Hong Tang | Poulami Banerjee

Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer

JOURNAL ARTICLE published February 2023 in IEEE Journal of Biomedical and Health Informatics

Authors: Theekshana Dissanayake | Tharindu Fernando | Simon Denman | Sridha Sridharan | Clinton Fookes

Realization of Public M-Health Service in License-Free Spectrum

JOURNAL ARTICLE published January 2013 in IEEE Journal of Biomedical and Health Informatics

Authors: N. Torabi | V. C. M. Leung

HerGePred: Heterogeneous Network Embedding Representation for Disease Gene Prediction

JOURNAL ARTICLE published July 2019 in IEEE Journal of Biomedical and Health Informatics

Research funded by Fundamental Research Funds for Central Universities (2017YJS057,2017JBM020) | National Key Research and Development Program (2017YFC1703506) | National Science Foundation of China (61105055,81230086) | Special Programs of Traditional Chinese Medicine (201407001,JDZX2015170,JDZX2015171) | National Key Technology R&D Program (2013BAI02B01,2013BAI13B04)

Authors: Kuo Yang | Ruyu Wang | Guangming Liu | Zixin Shu | Ning Wang | Runshun Zhang | Jian Yu | Jianxin Chen | Xiaodong Li | Xuezhong Zhou

Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis

JOURNAL ARTICLE published January 2017 in IEEE Journal of Biomedical and Health Informatics

Research funded by Swiss National Science Foundation (SNSF) (156511)

Authors: Stergios Christodoulidis | Marios Anthimopoulos | Lukas Ebner | Andreas Christe | Stavroula Mougiakakou

An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection

JOURNAL ARTICLE published April 2021 in IEEE Journal of Biomedical and Health Informatics

Authors: Alessio Burrello | Simone Benatti | Kaspar Schindler | Luca Benini | Abbas Rahimi

Predicting Drug-Target Interactions Over Heterogeneous Information Network

JOURNAL ARTICLE published January 2023 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Natural Science Foundation of China (62172355) | Awardee of the NSFC Excellent Young Scholars Program (61722212) | Science and Technology Innovation 2030-New Generation Artificial Intelligence Major Project (2018AAA0100100) | Tianshan Youth - Excellent Youth (2019Q029) | Natural Science Foundation of Xinjiang Uygur Autonomous Region (2021D01D05)

Authors: Xiaorui Su | Pengwei Hu | Haicheng Yi | Zhuhong You | Lun Hu

An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network

JOURNAL ARTICLE published July 2018 in IEEE Journal of Biomedical and Health Informatics

Research funded by Recruitment Program of Global Experts (01270021814101/022) | Fundamental Research Funds for the Central Universities (N151903002/N150408001) | Bureau of Science and Technology of Liaoning Province (201501146)

Authors: Hongyang Jiang | He Ma | Wei Qian | Mengdi Gao | Yan Li

Deep Reinforcement Learning for Weakly-Supervised Lymph Node Segmentation in CT Images

JOURNAL ARTICLE published March 2021 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Natural Science Foundation of China (61771397) | Science and Technology Innovation Committee of Shenzhen Municipality, China (JCYJ20180306171334997)

Authors: Zhe Li | Yong Xia

High Bit-Depth Medical Image Compression With HEVC

JOURNAL ARTICLE published March 2018 in IEEE Journal of Biomedical and Health Informatics

Authors: Saurin S. Parikh | Damian Ruiz | Hari Kalva | Gerardo Fernandez-Escribano | Velibor Adzic

Attribute Supervised Probabilistic Dependent Matrix Tri-Factorization Model for the Prediction of Adverse Drug-Drug Interaction

JOURNAL ARTICLE published July 2021 in IEEE Journal of Biomedical and Health Informatics

Research funded by National Key R&D Program of China (2017YFC1703905) | Sichuan Science and Technology Program (2020YFS0372,2020YFS0283)

Authors: Jiajing Zhu | Yongguo Liu | Yun Zhang | Dongxiao Li

Exploring Joint AB-LSTM With Embedded Lemmas for Adverse Drug Reaction Discovery

JOURNAL ARTICLE published September 2019 in IEEE Journal of Biomedical and Health Informatics

Research funded by Nvidia (TIN2016-77820-C3-1-R) | PROSAMED (TIN2016-77820-C3-1-R) | DETEAMI (2014111003) | BERBAOLA (KK-2017/00043) | Predoctoral (PRE 2017 2 0241)

Authors: Sara Santiso | Alicia Perez | Arantza Casillas