AI-enabled remote monitoring of vital signs for COVID-19: methods, prospects and challenges

Advancing Remote Healthcare Using Humanoid and Affective Systems

(2021) Utkarsh Tripathi et al.   IEEE SENSORS JOURNAL

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study

(2020) Wouter Bulten et al.   LANCET ONCOLOGY

A new coronavirus associated with human respiratory disease in China

(2020) Fan Wu et al.   NATURE

COVID-19: Zoonotic aspects

(2020) Tauseef Ahmad et al.   Travel Medicine and Infectious Disease

Incubation Period and Other Epidemiological Characteristics of 2019 Novel Coronavirus Infections with Right Truncation: A Statistical Analysis of Publicly Available Case Data

(2020) Natalie M. Linton et al.   Journal of Clinical Medicine

The Variety of Cardiovascular Presentations of COVID-19

(2020) Justin A. Fried et al.   CIRCULATION

Deep3DSCan: Deep residual network and morphological descriptor based framework for lung cancer classification and 3D segmentation

(2020) Gaurang Bansal et al.   IET Image Processing

At the heart of COVID‐19

(2020) Inayat Hussain Khan et al.   JOURNAL OF CARDIAC SURGERY

Antibody responses to SARS-CoV-2 in patients with COVID-19

(2020) Quan-Xin Long et al.   NATURE MEDICINE

Molecular immune pathogenesis and diagnosis of COVID-19

(2020) Xiaowei Li et al.   Journal of Pharmaceutical Analysis

Energy-Efficient Monitoring of Fire Scenes for Intelligent Networks

(2020) Khan Muhammad et al.   IEEE NETWORK

Explainable AI and Mass Surveillance System-Based Healthcare Framework to Combat COVID-I9 Like Pandemics

(2020) M. Shamim Hossain et al.   IEEE NETWORK

B5G and Explainable Deep Learning Assisted Healthcare Vertical at the Edge: COVID-I9 Perspective

(2020) Md. Abdur Rahman et al.   IEEE NETWORK

A systematic review of pathological findings in COVID-19: a pathophysiological timeline and possible mechanisms of disease progression

(2020) Samuel B. Polak et al.   MODERN PATHOLOGY

COVID-19 revisiting inflammatory pathways of arthritis

(2020) Georg Schett et al.   Nature Reviews Rheumatology

Testing for SARS-CoV-2 (COVID-19): a systematic review and clinical guide to molecular and serological in-vitro diagnostic assays

(2020) Antonio La Marca et al.   REPRODUCTIVE BIOMEDICINE ONLINE

Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges

(2020) Khan Muhammad et al.   Future Generation Computer Systems-The International Journal of eScience

A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring

(2020) Gagangeet Singh Aujla et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey

(2020) Khan Muhammad et al.   IEEE Transactions on Neural Networks and Learning Systems

DCNN-GA: A Deep Neural Net Architecture for Navigation of UAV in Indoor Environment

(2020) Prateek Chhikara et al.   IEEE Internet of Things Journal

Traffic Jam Probability Estimation Based on Blockchain and Deep Neural Networks

(2020) Vikas Hassija et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Disaster and Pandemic Management Using Machine Learning: A Survey

(2020) Vinay Chamola et al.   IEEE Internet of Things Journal

Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging

(2019) Yiwen Xu et al.   CLINICAL CANCER RESEARCH

Self-attention based recurrent convolutional neural network for disease prediction using healthcare data

(2019) Mohd Usama et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change Detection

(2019) Murari Mandal et al.   IEEE SIGNAL PROCESSING LETTERS

Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments

(2019) Khan Muhammad et al.   IEEE Transactions on Industrial Informatics

Cost-Effective Video Summarization Using Deep CNN With Hierarchical Weighted Fusion for IoT Surveillance Networks

(2019) Khan Muhammad et al.   IEEE Internet of Things Journal

DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios

(2019) Khan Muhammad et al.   IEEE Transactions on Industrial Informatics

Automatic Croup Diagnosis Using Cough Sound Recognition

(2018) Roneel V. Sharan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep Learning versus Professional Healthcare Equipment: A Fine-Grained Breathing Rate Monitoring Model

(2018) Bang Liu et al.   Mobile Information Systems

Non-Contact Heart Rate and Blood Pressure Estimations from Video Analysis and Machine Learning Modelling Applied to Food Sensory Responses: A Case Study for Chocolate

(2018) Claudia Gonzalez Viejo et al.   SENSORS

A Novel Neural Network Model for Blood Pressure Estimation Using Photoplethesmography without Electrocardiogram

(2018) Ludi Wang et al.   Journal of Healthcare Engineering

A Novel Authentication and Key Agreement Scheme for Implantable Medical Devices Deployment

(2018) Mohammad Wazid et al.   IEEE Journal of Biomedical and Health Informatics

Theory and Application of Audio-Based Assessment of Cough

(2018) Yan Shi et al.   Journal of Sensors

SAFE: SDN Assisted Framework for Edge-Cloud Interplay in Secure Healthcare Ecosystem

(2018) Gagangeet Singh Singh Aujla et al.   IEEE Transactions on Industrial Informatics

Using imaging photoplethysmography for heart rate estimation in non-human primates

(2018) Anton M. Unakafov et al.   PLoS One

Anonymity preserving and Lightweight Multi-Medical Server Authentication Protocol for Telecare Medical Information System

(2018) Ruhul Amin et al.   IEEE Journal of Biomedical and Health Informatics

Contactless Monitoring of Breathing Patterns and Respiratory Rate at the Pit of the Neck: A Single Camera Approach

(2018) Carlo Massaroni et al.   Journal of Sensors

Measuring Oxygen Saturation With Smartphone Cameras Using Convolutional Neural Networks

(2018) Xinyi Ding et al.   IEEE Journal of Biomedical and Health Informatics

Algorithmic Principles of Remote PPG

(2017) Wenjin Wang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Augmenting diagnostic vision with AI

(2017) Giorgio Quer et al.   LANCET

An Electronic System for the Contactless Reading of ECG Signals

(2017) Francesca Parente et al.   SENSORS

Heart Rate Variability Extraction From Videos Signals: ICA vs. EVM Comparison

(2017) Karim Alghoul et al.   IEEE Access

Vital signs monitoring and nurse–patient interaction: A qualitative observational study of hospital practice

(2016) M. Cardona-Morrell et al.   INTERNATIONAL JOURNAL OF NURSING STUDIES

Analysis of Security Protocols for Mobile Healthcare

(2016) Mohammad Wazid et al.   JOURNAL OF MEDICAL SYSTEMS

Wavelet Augmented Cough Analysis for Rapid Childhood Pneumonia Diagnosis

(2015) Keegan Kosasih et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Non-contact video-based vital sign monitoring using ambient light and auto-regressive models

(2014) L Tarassenko et al.   PHYSIOLOGICAL MEASUREMENT

Local Evidence Aggregation for Regression-Based Facial Point Detection

(2012) Brais Martinez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Respiration rate monitoring methods: A review

(2011) F.Q. AL-Khalidi et al.   PEDIATRIC PULMONOLOGY

Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam

(2010) Ming-Zher Poh et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION