Applications of Artificial Intelligence and Big Data Analytics in m-Health: A Healthcare System Perspective

Fusing Mobile Phone Sensing and Brain Imaging to Assess Depression in College Students

(2019) Jeremy F. Huckins et al.   Frontiers in Neuroscience

How can big data and machine learning benefit environment and water management: A survey of methods, applications, and future directions

(2019) Alexander Y. Sun et al.   Environmental Research Letters

Smartphone Sensors for Health Monitoring and Diagnosis

(2019) Sumit Majumder et al.   SENSORS

Automated Segmentation of Lung Parenchyma Using Colour Based Fuzzy C-Means Clustering

(2019) Z. Faizal Khan   Journal of Electrical Engineering & Technology

Combining mobile-health (mHealth) and artificial intelligence (AI) methods to avoid suicide attempts: the Smartcrises study protocol

(2019) Sofian Berrouiguet et al.   BMC Psychiatry

Mobile phone applications and their use in the self-management of Type 2 Diabetes Mellitus: a qualitative study among app users and non-app users

(2019) Bronte Jeffrey et al.   Diabetology & Metabolic Syndrome

A multi-sensor data fusion enabled ensemble approach for medical data from body sensor networks

(2019) Muhammad Muzammal et al.   Information Fusion

Computerized decision support for beneficial home-based exercise rehabilitation in patients with cardiovascular disease

(2018) Andreas Triantafyllidis et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

OUP accepted manuscript

(2018)   EUROPEAN HEART JOURNAL

A robust human activity recognition system using smartphone sensors and deep learning

(2018) Mohammed Mehedi Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

SmartHear: A Smartphone-Based Remote Microphone Hearing Assistive System Using Wireless Technologies

(2018) Yu-Cheng Lin et al.   IEEE Systems Journal

Machine Learning Methods to Extract Documentation of Breast Cancer Symptoms From Electronic Health Records

(2018) Alexander W. Forsyth et al.   JOURNAL OF PAIN AND SYMPTOM MANAGEMENT

Deep learning of smartphone sensor data for personal health assistance

(2018) Honggui Li et al.   MICROELECTRONICS JOURNAL

Analysis of a Pulse Rate Variability Measurement Using a Smartphone Camera

(2018) András Bánhalmi et al.   Journal of Healthcare Engineering

Mobile applications for blood pressure monitoring: a systematic review (Preprint)

(2018) Hussein Jamaladin et al.   JMIR mHealth and uHealth

A Novel Ensemble ELM for Human Activity Recognition Using Smartphone Sensors

(2018) Zhenghua Chen et al.   IEEE Transactions on Industrial Informatics

Deep learning methods in transportation domain: a review

(2018) Hoang Nguyen et al.   IET Intelligent Transport Systems

Intelligent and connected vehicles: Current status and future perspectives

(2018) DianGe Yang et al.   Science China-Technological Sciences

Artificial Intelligence to Prevent Mobile Heart Failure Patients Decompensation in Real Time: Monitoring-Based Predictive Model

(2018) Nekane Larburu et al.   Mobile Information Systems

Current Status and Future Directions of mHealth Interventions for Health System Strengthening in India: Systematic Review

(2018) Abhinav Bassi et al.   JMIR mHealth and uHealth

A Joint Transmission Power Control and Duty-Cycle Approach for Smart Healthcare System

(2018) Ali Hassan Sodhro et al.   IEEE SENSORS JOURNAL

Smart health: Big data enabled health paradigm within smart cities

(2017) Md Ileas Pramanik et al.   EXPERT SYSTEMS WITH APPLICATIONS

A privacy preserving framework for RFID based healthcare systems

(2017) Farzana Rahman et al.   Future Generation Computer Systems-The International Journal of eScience

Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM

(2017) Zhenghua Chen et al.   IEEE Transactions on Industrial Informatics

Ecological Assessment of Clinicians’ Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone–Based Prototype for a Dynamic Clinical Decision Support System

(2017) Sofian Berrouiguet et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Smartphone-Based Monitoring of Objective and Subjective Data in Affective Disorders: Where Are We and Where Are We Going? Systematic Review

(2017) Ezgi Dogan et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

The Effect of Timing and Frequency of Push Notifications on Usage of a Smartphone-Based Stress Management Intervention: An Exploratory Trial

(2017) Leanne G. Morrison et al.   PLoS One

Machine Learning and Data Mining Methods in Diabetes Research

(2017) Ioannis Kavakiotis et al.   Computational and Structural Biotechnology Journal

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

(2017) Stephen F. Weng et al.   PLoS One

Computational Health Informatics in the Big Data Age

(2016) Ruogu Fang et al.   ACM COMPUTING SURVEYS

A Survey of Big Data Issues in Electronic Health Record Analysis

(2016) Bogusław Cyganek et al.   APPLIED ARTIFICIAL INTELLIGENCE

Cognitive Machine-Learning Algorithm for Cardiac ImagingCLINICAL PERSPECTIVE

(2016) Partho P. Sengupta et al.   Circulation-Cardiovascular Imaging

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

(2016) Matthew M. Churpek et al.   CRITICAL CARE MEDICINE

Mobile technology and the digitization of healthcare

(2016) Sanjeev P. Bhavnani et al.   EUROPEAN HEART JOURNAL

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone

(2016) Aiguo Wang et al.   IEEE SENSORS JOURNAL

Increasing access to eye care … there's an app for that. Peek: smartphone technology for eye health

(2016) Andrew Bastawrous   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Mobile Phone-Based Unobtrusive Ecological Momentary Assessment of Day-to-Day Mood: An Explorative Study

(2016) Joost Asselbergs et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography

(2016) Sukrit Narula et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

A semantic web based framework for the interoperability and exploitation of clinical models and EHR data

(2016) María del Carmen Legaz-García et al.   KNOWLEDGE-BASED SYSTEMS

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

High-Resolution Time-Frequency Spectrum-Based Lung Function Test from a Smartphone Microphone

(2016) Tharoeun Thap et al.   SENSORS

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Human Activity Recognition by Combining a Small Number of Classifiers

(2016) Alfredo Nazabal et al.   IEEE Journal of Biomedical and Health Informatics

Fog and IoT: An Overview of Research Opportunities

(2016) Mung Chiang et al.   IEEE Internet of Things Journal

Mobile Sensing and Support for People With Depression: A Pilot Trial in the Wild

(2016) Fabian Wahle et al.   JMIR mHealth and uHealth

On the use of ensemble of classifiers for accelerometer-based activity recognition

(2015) Cagatay Catal et al.   APPLIED SOFT COMPUTING

Multimodal Wearable Sensing for Fine-Grained Activity Recognition in Healthcare

(2015) Debraj De et al.   IEEE INTERNET COMPUTING

Measurement of the knee flexion angle with smartphone applications: Which technology is better?

(2015) Jean-Yves Jenny et al.   KNEE SURGERY SPORTS TRAUMATOLOGY ARTHROSCOPY

Big Data Analytics in Healthcare

(2015) Ashwin Belle et al.   Biomed Research International

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients

(2015) Agnes Grunerbl et al.   IEEE Journal of Biomedical and Health Informatics

Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer's disease: a machine learning approach

(2015) Christian Salvatore et al.   Frontiers in Neuroscience

Tracking Mental Well-Being: Balancing Rich Sensing and Patient Needs

(2014)   COMPUTER

Intelligent Approach for Segmenting CT Lung Images Using Fuzzy Logic with Bitplane

(2014) Z. Faizal Khan et al.   Journal of Electrical Engineering & Technology

Intelligent Segmentation of Medical Images Using Fuzzy Bitplane Thresholding

(2014) Z. Faizal Khan et al.   Measurement Science Review

Mobile Health Technology Evaluation

(2013) Santosh Kumar et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Mobile health in emerging countries: A survey of research initiatives in Brazil

(2013) L.H. Iwaya et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Bringing Big Data to Personalized Healthcare: A Patient-Centered Framework

(2013) Nitesh V. Chawla et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease

(2012) A. Tsanas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Voice-Input Voice-Output Communication Aid for People With Severe Speech Impairment

(2012) Mark S. Hawley et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Implementation of complex adaptive chronic care: the Patient Journey Record system (PaJR)

(2012) Carmel M. Martin et al.   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

Monitoring sleep with a smartphone accelerometer

(2012) Vincenzo NATALE et al.   Sleep and Biological Rhythms

Harnessing Context Sensing to Develop a Mobile Intervention for Depression

(2011) Michelle Nicole Burns et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

An interactive voice response diary for patients with non-dystrophic myotonia

(2011) Jeffrey M. Statland et al.   MUSCLE & NERVE

Medical Image Analysis

(2011) F. Ritter et al.   IEEE Pulse

The pathologies of big data

(2009) Adam Jacobs   COMMUNICATIONS OF THE ACM

How do your data grow?

(2008) Clifford Lynch   NATURE