Disease Diagnosis in Smart Healthcare: Innovation, Technologies and Applications

Optimizing healthcare network design under reference pricing and parameter uncertainty

(2017) Victoire Denoyel et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal

(2017) Pengfei Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Training an Actor-Critic Reinforcement Learning Controller for Arm Movement Using Human-Generated Rewards

(2017) Kathleen M. Jagodnik et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Genome-wide Analysis of MDR and XDR Tuberculosis from Belarus: Machine-learning Approach

(2017) Roman Sergeevich Sergeev et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Machine learning techniques to discover genes with potential prognosis role in Alzheimer’s disease using different biological sources

(2017) María Martínez-Ballesteros et al.   Information Fusion

Fuzziness based semi-supervised learning approach for intrusion detection system

(2017) Rana Aamir Raza Ashfaq et al.   INFORMATION SCIENCES

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study

(2017) U Rajendra Acharya et al.   INFORMATION SCIENCES

A machine learning-based framework to identify type 2 diabetes through electronic health records

(2017) Tao Zheng et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Breast cancer detection using K-nearest neighbors data mining method obtained from the bow-tie antenna dataset

(2017) Emine Avşar Aydın et al.   INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING

An unsupervised machine learning model for discovering latent infectious diseases using social media data

(2017) Sunghoon Lim et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A certified Branch & Bound approach for reliability-based optimization problems

(2017) Benjamin Martin et al.   JOURNAL OF GLOBAL OPTIMIZATION

Neural network models for supporting drug and multidrug resistant tuberculosis screening diagnosis

(2017) L.H.R.A. Évora et al.   NEUROCOMPUTING

Arrhythmia classification using Mahalanobis distance based improved Fuzzy C-Means clustering for mobile health monitoring systems

(2017) Nur Al Hasan Haldar et al.   NEUROCOMPUTING

Distinguishing early and late brain aging from the Alzheimer's disease spectrum: consistent morphological patterns across independent samples

(2017) Nhat Trung Doan et al.   NEUROIMAGE

Nonlinear feature transformation and deep fusion for Alzheimer's Disease staging analysis

(2017) Bibo Shi et al.   PATTERN RECOGNITION

Selective Weakly Supervised Human Detection under Arbitrary Poses

(2017) Yawei Cai et al.   PATTERN RECOGNITION

Automated detection of pathologic white matter alterations in Alzheimer's disease using combined diffusivity and kurtosis method

(2017) Yuanyuan Chen et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Host blood RNA signatures predict the outcome of tuberculosis treatment

(2017) Ethan G. Thompson et al.   TUBERCULOSIS

Identifying influential individuals on intensive care units: using cluster analysis to explore culture

(2017) Allan Fong et al.   Journal of Nursing Management

A Multi-Objective Optimization Method for Emergency Medical Resources Allocation

(2017) Tingxi Wen et al.   Journal of Medical Imaging and Health Informatics

Voxel-Based Diagnosis of Alzheimer's Disease Using Classifier Ensembles

(2017) Ruben Armananzas et al.   IEEE Journal of Biomedical and Health Informatics

Scheduling Optimization of Home Health Care Service Considering Patients’ Priorities and Time Windows

(2017) Gang Du et al.   Sustainability

A Continuous Change Detection Mechanism to Identify Anomalies in ECG Signals for WBAN-Based Healthcare Environments

(2017) Farrukh Aslam Khan et al.   IEEE Access

Unbiased Identification of Blood-based Biomarkers for Pulmonary Tuberculosis by Modeling and Mining Molecular Interaction Networks

(2017) Awanti Sambarey et al.   EBioMedicine

Detecting Dementia Through Interactive Computer Avatars

(2017) Hiroki Tanaka et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

Building and analysis of protein-protein interactions related to diabetes mellitus using support vector machine, biomedical text mining and network analysis

(2016) Renu Vyas et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Arrhythmia recognition and classification using combined linear and nonlinear features of ECG signals

(2016) Fatin A. Elhaj et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Development of a web-based liver cancer prediction model for type II diabetes patients by using an artificial neural network

(2016) Hsiao-Hsien Rau et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An application of stochastic programming method for nurse scheduling problem in real word hospital

(2016) Mohsen Bagheri et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A reliability-based optimization of membrane-type total heat exchangers under uncertain design parameters

(2016) Li-Zhi Zhang   ENERGY

Multi-objective system reliability-based optimization method for design of a fully parametric concept car body

(2016) Libin Duan et al.   ENGINEERING OPTIMIZATION

Analysis of Health Care Costs in Elderly Patients with Multiple Chronic Conditions Using a Finite Mixture of Generalized Linear Models

(2016) Matthias Eckardt et al.   HEALTH ECONOMICS

EEG Classification of Imaginary Lower Limb Stepping Movements Based on Fuzzy Support Vector Machine with Kernel-Induced Membership Function

(2016) Wei-Chun Hsu et al.   International Journal of Fuzzy Systems

A screening system for smear-negative pulmonary tuberculosis using artificial neural networks

(2016) João B. de O. Souza Filho et al.   INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES

Towards An Objective Assessment Framework for Linked Data Quality

(2016) Ahmad Assaf et al.   International Journal on Semantic Web and Information Systems

Managing Large Amounts of Data Generated by a Smart City Internet of Things Deployment

(2016) Jorge Lanza et al.   International Journal on Semantic Web and Information Systems

Non-invasive hypoglycemia monitoring system using extreme learning machine for Type 1 diabetes

(2016) Sai Ho Ling et al.   ISA TRANSACTIONS

A Part-Of-Speech term weighting scheme for biomedical information retrieval

(2016) Yanshan Wang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

How can machine-learning methods assist in virtual screening for hyperuricemia? A healthcare machine-learning approach

(2016) Daisuke Ichikawa et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Using recurrent neural network models for early detection of heart failure onset

(2016) Edward Choi et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Cost Minimization Analysis of Precut Cornea Grafts in Descemet Stripping Automated Endothelial Keratoplasty

(2016) Kai-Ling Yong et al.   MEDICINE

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Prevention of stroke: a strategic global imperative

(2016) Valery L. Feigin et al.   Nature Reviews Neurology

Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems

(2016) Farid Kadri et al.   NEUROCOMPUTING

A discriminant analysis prediction model of non-syndromic cleft lip with or without cleft palate based on risk factors

(2016) Huixia Li et al.   BMC Pregnancy and Childbirth

Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification

(2016) Jinyan Li et al.   Journal of Medical Imaging and Health Informatics

The Protein Cost of Metabolic Fluxes: Prediction from Enzymatic Rate Laws and Cost Minimization

(2016) Elad Noor et al.   PLoS Computational Biology

Identification of Type 2 Diabetes Risk Factors Using Phenotypes Consisting of Anthropometry and Triglycerides based on Machine Learning

(2016) Bum Ju Lee et al.   IEEE Journal of Biomedical and Health Informatics

Building a Sustainable Healthcare Model: A Cross-Country Analysis

(2016) Daniela Momete   Sustainability

On local anomaly detection and analysis for clinical pathways

(2015) Zhengxing Huang et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Automatic speech recognition using interlaced derivative pattern for cloud based healthcare system

(2015) Ghulam Muhammad   Cluster Computing-The Journal of Networks Software Tools and Applications

A stochastic optimization and simulation approach for scheduling operating rooms and recovery beds in an orthopedic surgery department

(2015) Hadhemi Saadouli et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Bi-criteria appointment scheduling of patients with heterogeneous service sequences

(2015) Alireza Saremi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid solution for privacy preserving medical data sharing in the cloud environment

(2015) Ji-Jiang Yang et al.   Future Generation Computer Systems-The International Journal of eScience

Semisupervised ECG Ventricular Beat Classification With Novelty Detection Based on Switching Kalman Filters

(2015) Julien Oster et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Expected Cost Minimization of Smart Grids With Plug-In Hybrid Electric Vehicles Using Optimal Distribution Feeder Reconfiguration

(2015) Mohammad-Ali Rostami et al.   IEEE Transactions on Industrial Informatics

Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge

(2015) Liqiang Nie et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays

(2015) Jaime Melendez et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Utilizing ECG-Based Heartbeat Classification for Hypertrophic Cardiomyopathy Identification

(2015) Quazi Abidur Rahman et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

The responsibility weighted Mahalanobis kernel for semi-supervised training of support vector machines for classification

(2015) Tobias Reitmaier et al.   INFORMATION SCIENCES

Towards probabilistic decision support in public health practice: Predicting recent transmission of tuberculosis from patient attributes

(2015) Hiroshi Mamiya et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Hospital organisation, management, and structure for prevention of health-care-associated infection: a systematic review and expert consensus

(2015) Walter Zingg et al.   LANCET INFECTIOUS DISEASES

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Semi-supervised classification learning by discrimination-aware manifold regularization

(2015) Yunyun Wang et al.   NEUROCOMPUTING

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

(2015) Elaheh Moradi et al.   NEUROIMAGE

Multi-objective optimization in partitioning the healthcare system of Parana State in Brazil

(2015) Maria Teresinha Arns Steiner et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

A modular approach to intensity-modulated arc therapy optimization with noncoplanar trajectories

(2015) Dávid Papp et al.   PHYSICS IN MEDICINE AND BIOLOGY

Sensor Anomaly Detection in Wireless Sensor Networks for Healthcare

(2015) Shah Haque et al.   SENSORS

Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning

(2015) Yudong Zhang et al.   Frontiers in Computational Neuroscience

Incremental Support Vector Learning for Ordinal Regression

(2015) Bin Gu et al.   IEEE Transactions on Neural Networks and Learning Systems

Rule Extraction From Support Vector Machines Using Ensemble Learning Approach: An Application for Diagnosis of Diabetes

(2015) Longfei Han et al.   IEEE Journal of Biomedical and Health Informatics

Location Planning Problem of Service Centers for Sustainable Home Healthcare: Evidence from the Empirical Analysis of Shanghai

(2015) Gang Du et al.   Sustainability

Development of Benchmarks for Operating Costs and Resources Consumption to be Used in Healthcare Building Sustainability Assessment Methods

(2015) Maria Castro et al.   Sustainability

Semi-Supervised Projective Non-Negative Matrix Factorization for Cancer Classification

(2015) Xiang Zhang et al.   PLoS One

Heart diseases prediction based on ECG signals’ classification using a genetic-fuzzy system and dynamical model of ECG signals

(2014) M.H. Vafaie et al.   Biomedical Signal Processing and Control

Linear and Nonlinear Regression Techniques for Simultaneous and Proportional Myoelectric Control

(2014) J. M. Hahne et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Sensor-based Bayesian detection of anomalous living patterns in a home setting

(2014) Fco Javier Ordóñez et al.   Personal and Ubiquitous Computing

Global Epidemiology of Dementia: Alzheimer’s and Vascular Types

(2014) Liara Rizzi et al.   Biomed Research International

TUBERCULOSIS: EPIDEMIOLOGY AND CONTROL

(2014) Giorgia Sulis et al.   Mediterranean Journal of Hematology and Infectious Diseases

Synchronizing chaotification with support vector machine and wolf pack search algorithm for estimation of peripheral vascular occlusion in diabetes mellitus

(2013) Chien-Ming Li et al.   Biomedical Signal Processing and Control

Executive Summary: Heart Disease and Stroke Statistics—2013 Update

(2013) Alan S. Go et al.   CIRCULATION

Cardiovascular Disease Epidemiology in Asia

(2013) Tetsuya Ohira et al.   CIRCULATION JOURNAL

A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin

(2013) Hamid R. Marateb et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Global estimates of diabetes prevalence for 2013 and projections for 2035

(2013) L. Guariguata et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Good Practice in Large-Scale Learning for Image Classification

(2013) Zeynep Akata et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Classification Tree for Risk Assessment in Patients Suffering From Congestive Heart Failure via Long-Term Heart Rate Variability

(2013) Paolo Melillo et al.   IEEE Journal of Biomedical and Health Informatics

Prediction of Fasting Plasma Glucose Status Using Anthropometric Measures for Diagnosing Type 2 Diabetes

(2013) Bum Ju Lee et al.   IEEE Journal of Biomedical and Health Informatics

Health Care as a “Market Good”? Appendicitis as a Case Study

(2012) Renee Y. Hsia et al.   ARCHIVES OF INTERNAL MEDICINE

Fuzzy semi-supervised co-clustering for text documents

(2012) Yang Yan et al.   FUZZY SETS AND SYSTEMS

ECG Biometric Recognition: A Comparative Analysis

(2012) Ikenna Odinaka et al.   IEEE Transactions on Information Forensics and Security

A fuzzy classification system based on Ant Colony Optimization for diabetes disease diagnosis

(2011) Mostafa Fathi Ganji et al.   EXPERT SYSTEMS WITH APPLICATIONS

A supervised non-linear dimensionality reduction approach for manifold learning

(2011) B. Raducanu et al.   PATTERN RECOGNITION

A study of the effect of different types of noise on the precision of supervised learning techniques

(2010) David F. Nettleton et al.   ARTIFICIAL INTELLIGENCE REVIEW

mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification

(2010) Alper Unler et al.   INFORMATION SCIENCES

Anonymization of electronic medical records for validating genome-wide association studies

(2010) Grigorios Loukides et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Operating room planning and scheduling: A literature review

(2009) Brecht Cardoen et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Medical QoS provision based on reinforcement learning in ultrasound streaming over 3.5G wireless systems

(2009) Robert Istepanian et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques

(2009) Y. Tarabalka et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Latent tuberculosis infections in hard-to-reach drug using population – detection, prevention and control

(2009) Lu-Yu Hwang et al.   TUBERCULOSIS