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Garbage in, Garbage Out: Data Collection, Quality Assessment and Reporting Standards for Social Media Data Use in Health Research, Infodemiology and Digital Disease Detection

Garbage in, Garbage Out: Data Collection, Quality Assessment and Reporting Standards for Social Media Data Use in Health Research, Infodemiology and Digital Disease Detection

Full conditional posterior distributions can be derived for all unknown quantities including c, and realized values are sampled from the posterior distributions using a Gibbs sampler.

Yoonsang Kim, Jidong Huang, Sherry Emery

J Med Internet Res 2016;18(2):e41


Digital Literacy: A Barrier to Adoption of Connected Health Technologies in Older Adults

Digital Literacy: A Barrier to Adoption of Connected Health Technologies in Older Adults

-0003-1960-2493PhillipsJeffreyMD2RosenbluthSandraMS1SynorackiSteph11Department of Public Health and Community MedicineSchool of MedicineTufts UniversityBoston, MAUnited States2Wellesley Family Care AssociatesWellesley, MAUnited StatesCorresponding Author: Lisa

Lisa Gualtieri, Jeffrey Phillips, Sandra Rosenbluth, Steph Synoracki

iproc 2018;4(2):e11803


A Multiview Model for Detecting the Inappropriate Use of Prescription Medication: Machine Learning Approach

A Multiview Model for Detecting the Inappropriate Use of Prescription Medication: Machine Learning Approach

features φA~Dirichlet(βA) and draw features φB~Dirichlet(βB); (2) For each prescription, draw topic proportions θ~Dirichlet(α); for each feature A, draw zm,n~Mult(θm) and draw xm,n~Mult(φzA); and for each feature B, repeat the steps for feature A.We adopted Gibbs

Lin Zhuo, Yinchu Cheng, Shaoqin Liu, Yu Yang, Shuang Tang, Jiancun Zhen, Junfeng Zhao, Siyan Zhan

JMIR Med Inform 2020;8(7):e16312


A Web-Based Application for Complex Health Care Populations: User-Centered Design Approach

A Web-Based Application for Complex Health Care Populations: User-Centered Design Approach

The Online Help, personalized as a female avatar named Lisa, interacts with the user by written and/or audiovisual messages. The app also features a medical glossary explaining technical terms and jargon.

Francesca Ferrucci, Manuele Jorio, Stefano Marci, Antonia Bezenchek, Giulia Diella, Cinzia Nulli, Ferdinando Miranda, Guido Castelli-Gattinara

JMIR Hum Factors 2021;8(1):e18587


Integrating Tracker Data Into Clinical Care

Integrating Tracker Data Into Clinical Care

0438lisa.gualtieri@tufts.eduReinusZoëMS1RosenbluthSandraMS1PhillipsJeffreyMD21Department of Public Health and CommunitySchool of MedicineTufts UniversityBoston, MAUnited States2Wellesley Family Care AssociatesWellesley, MAUnited StatesCorresponding Author: Lisa

Lisa Gualtieri, Zoë Reinus, Sandra Rosenbluth, Jeffrey Phillips

iproc 2018;4(2):e11818


Quality Management, Certification and Rating of Health Information on the Net with MedCERTAIN:  Using a medPICS/RDF/XML metadata structure for implementing eHealth ethics and creating trust globally

Quality Management, Certification and Rating of Health Information on the Net with MedCERTAIN: Using a medPICS/RDF/XML metadata structure for implementing eHealth ethics and creating trust globally

Switzerland), Christer Edling (The Swedish Society of Medicine, Sweden), Gunther Eysenbach (University of Heidelberg / MedCERTAIN, Germany), Gerard Freriks (TNO, Netherlands), Franz Frühwald (Internationales Büro der Österreichischen Ärztekammer, Austria), Lisa

Gunther Eysenbach, Gabriel Yihune, Kristian Lampe, Phil Cross, Dan Brickley

J Med Internet Res 2000;2(suppl2):e1


Look to the Future and SMILE: Feasibility of Interactive Voice Assistant Technology to Support Maternal Infant Health

Look to the Future and SMILE: Feasibility of Interactive Voice Assistant Technology to Support Maternal Infant Health

InstituteNationwide Children's HospitalColumbus, OHUnited States2College of NursingThe Ohio State UniversityColumbus, OHUnited StatesCorresponding Author: Emre Sezgin emre.sezgin@nationwidechildrens.orgJan-Dec2019210201951e1523127620191382019©Emre Sezgin, Lisa

Emre Sezgin, Lisa Militello, Yungui Huang, Simon Lin

iproc 2019;5(1):e15231


Improving Orthopedic Care Delivery Through Digital Engagement

Improving Orthopedic Care Delivery Through Digital Engagement

FairviewWoodbury, MNUnited States2Center for Applied Pediatric Quality AnalyticsBoston Children's HospitalBoston, MAUnited States3UbiCareBoston, MAUnited StatesCorresponding Author: Bill Lindsay bill.lindsay@ubicare.comJan-Dec2019210201951e1630517920191892019©Lisa

Lisa Biernat, Carly E. Milliren, Jon Rauen, Bill Lindsay, Betsy Weaver, Todd Smith

iproc 2019;5(1):e16305


The Clinical and Cost-Effectiveness of 4 Enzyme-Linked Immunosorbent Assay Kits for Monitoring Infliximab in Crohn Disease Patients: Protocol for a Validation Study

The Clinical and Cost-Effectiveness of 4 Enzyme-Linked Immunosorbent Assay Kits for Monitoring Infliximab in Crohn Disease Patients: Protocol for a Validation Study

The 3 commercial kits were (1) LISA TRACKER (Theradiag, Croissy-Beaubourg, France), (2) Immundiagnostik/BioHit Healthcare, Bensheim, Germany, and (3) Promonitor (Grifols Diagnostic Solutions, Emeryville, United States).

Thomas Langford, Zehra Arkir, Anastasia Chalkidou, Kate Goddard, Lamprini Kaftantzi, Mark Samaan, Peter Irving

JMIR Res Protoc 2018;7(10):e11218