Machine Learning‐Reinforced Noninvasive Biosensors for Healthcare

Human sensor-inspired supervised machine learning of smartphone-based paper microfluidic analysis for bacterial species classification

(2021) Sangsik Kim et al.   BIOSENSORS & BIOELECTRONICS

Human volatilome analysis using eNose to assess uncontrolled asthma in a clinical setting

(2020) Mariana Farraia et al.   ALLERGY

Recent advances in potentiometric biosensors

(2020) Jiawang Ding et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Improving the reproducibility, accuracy, and stability of an electrochemical biosensor platform for point-of-care use

(2020) Lung-Chieh Chen et al.   BIOSENSORS & BIOELECTRONICS

A review on impedimetric immunosensors for pathogen and biomarker detection

(2020) J. Leva-Bueno et al.   MEDICAL MICROBIOLOGY AND IMMUNOLOGY

Peptide-based electrochemical biosensor for matrix metalloproteinase-14 and protein-overexpressing cancer cells based on analyte-induced cleavage of peptide

(2020) Lina Sun et al.   MICROCHEMICAL JOURNAL

A Rapid and Sensitive Salmonella Biosensor Based on Viscoelastic Inertial Microfluidics

(2020) Lan Yao et al.   SENSORS

Fluorescent dermal tattoo biosensors for electrolyte analysis

(2020) Nan Jiang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Sampling Rate Prediction of Biosensors in Wireless Body Area Networks using Deep-Learning Methods

(2020) Mohammad Mehrani et al.   SIMULATION MODELLING PRACTICE AND THEORY

Lateral flow assays towards point-of-care cancer detection: A review of current progress and future trends

(2020) Tohid Mahmoudi et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Wireless smart contact lens for diabetic diagnosis and therapy

(2020) Do Hee Keum et al.   Science Advances

Epidermal Patch with Glucose Biosensor: pH and Temperature Correction toward More Accurate Sweat Analysis during Sport Practice

(2020) Alexander Wiorek et al.   ANALYTICAL CHEMISTRY

A colorimetric biosensor for simultaneous ochratoxin A and aflatoxins B1 detection in agricultural products

(2020) Weiran Zhu et al.   FOOD CHEMISTRY

Laser-inscribed contact lens sensors for the detection of analytes in the tear fluid

(2020) Rosalia Moreddu et al.   SENSORS AND ACTUATORS B-CHEMICAL

Design a fluorometric aptasensor based on CoOOH nanosheets and carbon dots for simultaneous detection of lysozyme and adenosine triphosphate

(2020) Zeinab Saberi et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Aptamer based high throughput colorimetric biosensor for detection of staphylococcus aureus

(2020) Tianxiao Yu et al.   Scientific Reports

Sign-to-speech translation using machine-learning-assisted stretchable sensor arrays

(2020) Zhihao Zhou et al.   Nature Electronics

Gesture recognition using a bioinspired learning architecture that integrates visual data with somatosensory data from stretchable sensors

(2020) Ming Wang et al.   Nature Electronics

Portable Food‐Freshness Prediction Platform Based on Colorimetric Barcode Combinatorics and Deep Convolutional Neural Networks

(2020) Lingling Guo et al.   ADVANCED MATERIALS

Artificial intelligence biosensors: Challenges and prospects

(2020) Xiaofeng Jin et al.   BIOSENSORS & BIOELECTRONICS

Polythiophene silver bromide nanostructure as ultra-sensitive non-enzymatic electrochemical glucose biosensor

(2020) Seyyed Alireza Hashemi et al.   EUROPEAN POLYMER JOURNAL

Evaluation of antioxidant activity of chlorogenic acids and coffee extracts by an electrochemical DNA-based biosensor

(2020) Ivana Tomac et al.   FOOD CHEMISTRY

A novel electrochemical biosensor for the determination of dopamine and ascorbic acid based on graphene oxide /poly(aniline-co-thionine) nanocomposite

(2020) Nan-nan Song et al.   JOURNAL OF ELECTROANALYTICAL CHEMISTRY

A novel G-quadruplex DNA-based biosensor for sensitive electrochemical determination of thallium(I) ions

(2020) Nastaran Ebrahimi et al.   Journal of the Iranian Chemical Society

Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management

(2020) Chayakrit Krittanawong et al.   Nature Reviews Cardiology

Machine Learning-based Colorimetric Determination of Glucose in Artificial Saliva with Different Reagents Using a Smartphone Coupled μPAD

(2020) Öykü Berfin Mercan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Design and fabrication of a highly sensitive and naked-eye distinguishable colorimetric biosensor for chloramphenicol detection by using ELISA on nanofibrous membranes

(2020) Cunyi Zhao et al.   TALANTA

Recent advances and perspectives in sweat based wearable electrochemical sensors

(2020) A.M.Vinu Mohan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Low-cost portable microwave sensor for non-invasive monitoring of blood glucose level: novel design utilizing a four-cell CSRR hexagonal configuration

(2020) Ala Eldin Omer et al.   Scientific Reports

Breath biosensing: using electrochemical enzymatic sensors for detection of biomarkers in human breath

(2020) Erin M. Gaffney et al.   Current Opinion in Electrochemistry

A Review of Piezoelectric and Magnetostrictive Biosensor Materials for Detection of COVID‐19 and Other Viruses

(2020) Fumio Narita et al.   ADVANCED MATERIALS

A low fouling electrochemical biosensor based on the zwitterionic polypeptide doped conducting polymer PEDOT for breast cancer marker BRCA1 detection

(2020) Jiasheng Wang et al.   BIOELECTROCHEMISTRY

Smart plant-wearable biosensor for in-situ pesticide analysis

(2020) Fengnian Zhao et al.   BIOSENSORS & BIOELECTRONICS

Machine learning linked evolutionary biosensor array for highly sensitive and specific molecular identification

(2020) Haseong Kim et al.   BIOSENSORS & BIOELECTRONICS

Phenylketonuria monitoring in human blood serum by mosses extract/ZnO@Au nanoarrays-loaded filter paper as a novel electrochemical biosensor

(2020) Mohadeseh Rahimi-Mohseni et al.   MICROCHEMICAL JOURNAL

Horseradish peroxidase-encapsulated DNA nanoflowers: An innovative signal-generation tag for colorimetric biosensor

(2020) Ruijin Zeng et al.   TALANTA

Impact of comorbid asthma on severity of coronavirus disease (COVID-19)

(2020) Sang Chul Lee et al.   Scientific Reports

Versatile electrochemical biosensor based on bi-enzyme cascade biocatalysis spatially regulated by DNA architecture

(2020) Yongcun Yan et al.   BIOSENSORS & BIOELECTRONICS

Facile and rapid one-step mass production of flexible 3D porous graphene nanozyme electrode via direct laser-writing for intelligent evaluation of fish freshness

(2020) Yifu Zhu et al.   MICROCHEMICAL JOURNAL

LDI-MS scanner: Laser desorption ionization mass spectrometry-based biosensor standardization

(2020) Y.E. Silina et al.   TALANTA

Photonic Crystal-Enhanced Fluorescence Imaging Immunoassay for Cardiovascular Disease Biomarker Screening with Machine Learning Analysis

(2019) Kenneth J. Squire et al.   SENSORS AND ACTUATORS B-CHEMICAL

A smartphone-based quantitative detection device integrated with latex microsphere immunochromatography for on-site detection of zearalenone in cereals and feed

(2019) Xiangmei Li et al.   SENSORS AND ACTUATORS B-CHEMICAL

Wearable biosensors for healthcare monitoring

(2019) Jayoung Kim et al.   NATURE BIOTECHNOLOGY

Diagnoses of pathological states based on acetylcholinesterase and butyrylcholinesterase

(2019) Miroslav Pohanka   CURRENT MEDICINAL CHEMISTRY

Noise filtering framework for electronic nose signals: An application for beef quality monitoring

(2019) Dedy Rahman Wijaya et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Wearable Sensors for Biochemical Sweat Analysis

(2019) Amay J. Bandodkar et al.   Annual Review of Analytical Chemistry

Highly Stretchable and Strain-Insensitive Fiber-Based Wearable Electrochemical Biosensor to Monitor Glucose in the Sweat

(2019) Yunmeng Zhao et al.   ANALYTICAL CHEMISTRY

Hand-Gesture Recognition Using Two-Antenna Doppler Radar With Deep Convolutional Neural Networks

(2019) Sruthy Skaria et al.   IEEE SENSORS JOURNAL

Design and Implementation of Cloud Analytics-Assisted Smart Power Meters Considering Advanced Artificial Intelligence as Edge Analytics in Demand-Side Management for Smart Homes

(2019) Yung-Yao Chen et al.   SENSORS

Microcontroller Implementation of Support Vector Machine for Detecting Blood Glucose Levels Using Breath Volatile Organic Compounds

(2019) Matthew Boubin et al.   SENSORS

Smart Fatigue Phone: Real-time estimation of driver fatigue using smartphone-based cortisol detection

(2019) Joonchul Shin et al.   BIOSENSORS & BIOELECTRONICS

Intelligent image-based colourimetric tests using machine learning framework for lateral flow assays

(2019) Marzia Hoque Tania et al.   EXPERT SYSTEMS WITH APPLICATIONS

An asymmetric flow injection determination of hydroquinone and catechol: An analytic hierarchy and artificial neural network approach

(2019) Samira Boroumand et al.   MEASUREMENT

Electrochemical detection combined with machine learning for intelligent sensing of maleic hydrazide by using carboxylated PEDOT modified with copper nanoparticles

(2019) Yingying Sheng et al.   MICROCHIMICA ACTA

Noninvasive Sweat-Lactate Biosensor Emplsoying a Hydrogel-Based Touch Pad

(2019) Kuniaki Nagamine et al.   Scientific Reports

Vibrational Sensing Using Infrared Nanoantennas: Toward the Noninvasive Quantitation of Physiological Levels of Glucose and Fructose

(2019) Lucca Kühner et al.   ACS Sensors

An Electrochemical Biosensor Platform for Testing of Dehydroepiandrosterone 3‐Sulfate (DHEA−S) as a Model for Doping Materials

(2019) Simge Balaban et al.   ELECTROANALYSIS

Label-free impedimetric biosensors for the control of food safety – a review

(2019) Francesca Malvano et al.   INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY

Lab on the eye: A review of tear-based wearable devices for medical use and health management

(2019) Lan Yu et al.   BioScience Trends

The Era of Digital Health: A Review of Portable and Wearable Affinity Biosensors

(2019) Jiaobing Tu et al.   ADVANCED FUNCTIONAL MATERIALS

Wearable flexible sweat sensors for healthcare monitoring: a review

(2019) Michael Chung et al.   Journal of the Royal Society Interface

CMUT-based biosensor with convolutional neural network signal processing

(2019) Donatas Pelenis et al.   ULTRASONICS

Smartphone-based biosensors for portable food evaluation

(2019) Yanli Lu et al.   Current Opinion in Food Science

D-amino acid electrochemical biosensor based on D-amino acid oxidase: Mechanism and high performance against enantiomer interference

(2019) Tingting Tian et al.   BIOSENSORS & BIOELECTRONICS

An Integrated Wearable Wireless Vital Signs Biosensor for Continuous Inpatient Monitoring

(2019) David Liang Tai Wong et al.   IEEE SENSORS JOURNAL

Folic acid-functionalized zirconium metal-organic frameworks based electrochemical impedance biosensor for the cancer cell detection

(2019) Liping Du et al.   SENSORS AND ACTUATORS B-CHEMICAL

Wearable Contact Lens Biosensors for Continuous Glucose Monitoring Using Smartphones

(2018) Mohamed Elsherif et al.   ACS Nano

Problem formulations and solvers in linear SVM: a review

(2018) Vinod Kumar Chauhan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Early detection and monitoring of chronic wounds using low-cost, omniphobic paper-based smart bandages

(2018) Aniket Pal et al.   BIOSENSORS & BIOELECTRONICS

An Electronic Nose for Royal Delicious Apple Quality Assessment – A Tri-layer Approach

(2018) Madeshwari Ezhilan et al.   FOOD RESEARCH INTERNATIONAL

Development of a metal oxide semiconductor-based artificial nose as a fast, reliable and non-expensive analytical technique for aroma profiling of milk adulteration

(2018) Mojtaba Tohidi et al.   INTERNATIONAL DAIRY JOURNAL

Training and Validating a Portable Electronic Nose for Lung Cancer Screening

(2018) Rens van de Goor et al.   Journal of Thoracic Oncology

A fluorometric skin-interfaced microfluidic device and smartphone imaging module for in situ quantitative analysis of sweat chemistry

(2018) Yurina Sekine et al.   LAB ON A CHIP

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing

(2018) Ganjar Alfian et al.   SENSORS

Exhaled breath analysis using electronic nose and gas chromatography–mass spectrometry for non-invasive diagnosis of chronic kidney disease, diabetes mellitus and healthy subjects

(2018) Tarik Saidi et al.   SENSORS AND ACTUATORS B-CHEMICAL

Development of cholesterol biosensor using Au nanoparticles decorated f -MWCNT covered with polypyrrole network

(2018) M. Alagappan et al.   Arabian Journal of Chemistry

Disposable all-printed electronic biosensor for instantaneous detection and classification of pathogens

(2018) Shawkat Ali et al.   Scientific Reports

Molecularly selective nanoporous membrane-based wearable organic electrochemical device for noninvasive cortisol sensing

(2018) Onur Parlak et al.   Science Advances

Fast and direct amperometric analysis of polyphenols in beers using tyrosinase-modified screen-printed gold nanoparticles biosensors

(2018) María Cerrato-Alvarez et al.   TALANTA

Electrochemical Impedance Spectroscopy Based Biosensors: Mechanistic principles, Analytical Examples and Challenges Towards Commercialization for Assays of Protein Cancer Biomarkers

(2018) Tomas Bertok et al.   ChemElectroChem

Simultaneous Monitoring of Sweat and Interstitial Fluid Using a Single Wearable Biosensor Platform

(2018) Jayoung Kim et al.   Advanced Science

Ti3C2 MXenes nanosheets catalyzed highly efficient electrogenerated chemiluminescence biosensor for the detection of exosomes

(2018) Huixin Zhang et al.   BIOSENSORS & BIOELECTRONICS

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Bionic Electronic Nose Based on MOS Sensors Array and Machine Learning Algorithms Used for Wine Properties Detection

(2018) Huixiang Liu et al.   SENSORS

Eyeglasses based wireless electrolyte and metabolite sensor platform

(2017) Juliane R. Sempionatto et al.   LAB ON A CHIP

Enzyme-based amperometric galactose biosensors: a review

(2017) Prosper Kanyong et al.   MICROCHIMICA ACTA

A fully automated algorithm of baseline correction based on wavelet feature points and segment interpolation

(2017) Fang Qian et al.   OPTICS AND LASER TECHNOLOGY

A novel framework for analyzing MOS E-nose data based on voting theory: Application to evaluate the internal quality of Chinese pecans

(2017) Shui Jiang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Machine learning in materials informatics: recent applications and prospects

(2017) Rampi Ramprasad et al.   npj Computational Materials

State of the art: Lateral flow assay (LFA) biosensor for on-site rapid detection

(2017) Shuai Zhao et al.   CHINESE CHEMICAL LETTERS

Programmable Bio-nanochip Platform: A Point-of-Care Biosensor System with the Capacity To Learn

(2016) Michael P. McRae et al.   ACCOUNTS OF CHEMICAL RESEARCH

Diagnosis and Classification of 17 Diseases from 1404 Subjects via Pattern Analysis of Exhaled Molecules

(2016) Morad K. Nakhleh et al.   ACS Nano

Non-invasive sensing for food reassurance

(2016) Zou Xiaobo et al.   ANALYST

Lateral flow based immunobiosensors for detection of food contaminants

(2016) Mohammad Javad Raeisossadati et al.   BIOSENSORS & BIOELECTRONICS

A portable electronic nose as an expert system for aroma-based classification of saffron

(2016) Sajad Kiani et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

System Architectures in Wearable Electrochemical Sensors

(2016) Matthew D. Steinberg et al.   ELECTROANALYSIS

Tear Based Bioelectronics

(2016) Dmitry Pankratov et al.   ELECTROANALYSIS

Decision forest: Twenty years of research

(2016) Lior Rokach   Information Fusion

Early identification of potato storage disease using an array of metal-oxide based gas sensors

(2016) Massimo F. Rutolo et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

A soft, wearable microfluidic device for the capture, storage, and colorimetric sensing of sweat

(2016) A. Koh et al.   Science Translational Medicine

Smartphone-based biosensors: A critical review and perspectives

(2016) Aldo Roda et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Graphene-Assisted Label-Free Homogeneous Electrochemical Biosensing Strategy based on Aptamer-Switched Bidirectional DNA Polymerization

(2015) Wenxiao Wang et al.   ACS Applied Materials & Interfaces

Electronic noses for food quality: A review

(2015) Amy Loutfi et al.   JOURNAL OF FOOD ENGINEERING

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

A smartphone dongle for diagnosis of infectious diseases at the point of care

(2015) Tassaneewan Laksanasopin et al.   Science Translational Medicine

Automated flow based biosensor for quantification of binary organophosphates mixture in milk using artificial neural network

(2015) Rupesh K. Mishra et al.   SENSORS AND ACTUATORS B-CHEMICAL

Designs, formats and applications of lateral flow assay: A literature review

(2015) Muhammad Sajid et al.   Journal of Saudi Chemical Society

Big Data: A Survey

(2014) Min Chen et al.   MOBILE NETWORKS & APPLICATIONS

Age dependent breath methane in the German population

(2014) Daniela Polag et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A review on impedimetric biosensors

(2014) Elif Burcu Bahadır et al.   Artificial Cells Nanomedicine and Biotechnology

Saliva-Based Biosensors: Noninvasive Monitoring Tool for Clinical Diagnostics

(2014) Radha S. P. Malon et al.   Biomed Research International

Nondestructive measurement of total volatile basic nitrogen (TVB-N) in pork meat by integrating near infrared spectroscopy, computer vision and electronic nose techniques

(2013) Lin Huang et al.   FOOD CHEMISTRY

How Point-of-Care Testing Could Drive Innovation in Global Health

(2013) Ilesh V. Jani et al.   NEW ENGLAND JOURNAL OF MEDICINE

Convulsive seizure detection using a wrist-worn electrodermal activity and accelerometry biosensor

(2012) Ming-Zher Poh et al.   EPILEPSIA

Graphene-based wireless bacteria detection on tooth enamel

(2012) Manu S. Mannoor et al.   Nature Communications

Optical biosensors for food quality and safety assurance—a review

(2011) K. Narsaiah et al.   JOURNAL OF FOOD SCIENCE AND TECHNOLOGY-MYSORE

Cell-Phone-Based Platform for Biomedical Device Development and Education Applications

(2011) Zachary J. Smith et al.   PLoS One

A Novel Connectionist System for Unconstrained Handwriting Recognition

(2009) A. Graves et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Diagnosing lung cancer in exhaled breath using gold nanoparticles

(2009) Gang Peng et al.   Nature Nanotechnology

Breath acetone—aspects of normal physiology related to age and gender as determined in a PTR-MS study

(2009) K Schwarz et al.   Journal of Breath Research

Breath isoprene – aspects of normal physiology related to age, gender and cholesterol profile as determined in a proton transfer reaction mass spectrometry study

(2008) Ievgeniia Kushch et al.   CLINICAL CHEMISTRY AND LABORATORY MEDICINE