Int J Med Inform - Functionalities and input methods for recording food intake: a systematic review.


{ research(1085) discuss(1038) issu(1018) }
{ inform(2794) health(2639) internet(1427) }
{ use(976) code(926) identifi(902) }
{ monitor(1329) mobil(1314) devic(1160) }
{ data(2317) use(1299) case(1017) }
{ record(1888) medic(1808) patient(1693) }
{ network(2748) neural(1063) input(814) }
{ system(1050) medic(1026) inform(1018) }
{ implement(1333) system(1263) develop(1122) }
{ structur(1116) can(940) graph(676) }
{ activ(1138) subject(705) human(624) }
{ cancer(2502) breast(956) screen(824) }
{ patient(2315) diseas(1263) diabet(1191) }
{ compound(1573) activ(1297) structur(1058) }
{ use(2086) technolog(871) perceiv(783) }
{ high(1669) rate(1365) level(1280) }
{ imag(1057) registr(996) error(939) }
{ featur(3375) classif(2383) classifi(1994) }
{ framework(1458) process(801) describ(734) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ general(901) number(790) one(736) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ visual(1396) interact(850) tool(830) }
{ studi(1119) effect(1106) posit(819) }
{ cost(1906) reduc(1198) effect(832) }
{ sampl(1606) size(1419) use(1276) }
{ measur(2081) correl(1212) valu(896) }
{ motion(1329) object(1292) video(1091) }
{ problem(2511) optim(1539) algorithm(950) }
{ algorithm(1844) comput(1787) effici(935) }
{ design(1359) user(1324) use(1319) }
{ perform(999) metric(946) measur(919) }
{ age(1611) year(1155) adult(843) }
{ first(2504) two(1366) second(1323) }
{ health(1844) social(1437) communiti(874) }
{ use(1733) differ(960) four(931) }
{ decis(3086) make(1611) patient(1517) }
{ can(774) often(719) complex(702) }
{ data(1737) use(1416) pattern(1282) }
{ sequenc(1873) structur(1644) protein(1328) }
{ treatment(1704) effect(941) patient(846) }
{ chang(1828) time(1643) increas(1301) }
{ featur(1941) imag(1645) propos(1176) }
{ studi(1410) differ(1259) use(1210) }
{ import(1318) role(1303) understand(862) }
{ model(3480) simul(1196) paramet(876) }
{ ehr(2073) health(1662) electron(1139) }
{ patient(2837) hospit(1953) medic(668) }
{ medic(1828) order(1363) alert(1069) }
{ intervent(3218) particip(2042) group(1664) }
{ model(3404) distribut(989) bayesian(671) }
{ imag(1947) propos(1133) code(1026) }
{ system(1976) rule(880) can(841) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ imag(2830) propos(1344) filter(1198) }
{ imag(2675) segment(2577) method(1081) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ assess(1506) score(1403) qualiti(1306) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ error(1145) method(1030) estim(1020) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ method(1557) propos(1049) approach(1037) }
{ control(1307) perform(991) simul(935) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ method(984) reconstruct(947) comput(926) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ model(2341) predict(2261) use(1141) }
{ perform(1367) use(1326) method(1137) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ health(3367) inform(1360) care(1135) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ model(2656) set(1616) predict(1553) }
{ signal(2180) analysi(812) frequenc(800) }
{ group(2977) signific(1463) compar(1072) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ survey(1388) particip(1329) question(1065) }
{ estim(2440) model(1874) function(577) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }


CKGROUND: Increasing healthcare costs related to lifestyle-related chronic diseases require new solutions. Research on self-management tools is expanding and many new tools are emerging. Recording food intake is a key functionality in many of these tools. Nutrition monitoring is a relevant method to gain an overview of factors influencing health. However, keeping a food diary often constitutes a challenge for a patient, and developing a user-friendly and useful electronic food diary is not straightforward.PURPOSE: To gain insight into the existing approaches to recording food intake, and to analyze current functionalities and input methods.METHODS: We searched digital libraries, vendor markets and social networks focusing on nutrition. Selection criteria were publications written in English, and patient-oriented tools that offered recording of food intake or nutrition. The system properties that we searched for were types of data, types of terminal, target population, and types of reports and sharing functionalities. We summarized the properties based on their frequency in the reviewed sample.RESULTS: 31 publications met the selection criteria. The majority of the identified food recording systems (67%) facilitated entry of food type and the consumed quantity of food; 16% of the systems were able to record more than one type of data. The three most frequent target populations were people with obesity, diabetes and overweight. Mobile phones were used as terminals in 35% of the cases, personal computers (PCs) in 29%, and personal digital assistants in 23%. Only 10% supported both PCs and mobile phones. Data sharing was provided by 71% and reports by 51% of the systems. We searched for apps in Google Play and the Apple Store and tested 45 mobile applications that stored food intake data, of which 62% supported recording of types of food, 24% recording of carbohydrate intake and 15% recording of calorie intake. The majority of the mobile applications offered some kind of reports and data sharing, mainly via All of the tested social-network-enabled applications supported access from a personal computer and a mobile phone, search in a food database, reports, graphical presentation, listing of favorite foods, overview of own meals, and entering of consumed food type and quantity.CONCLUSION: The analyzed apps reflected a variety of approaches to recording food intake and nutrition using different terminals--mostly mobile phones (35%), followed by PCs (29%) and PDAs (23%) for older studies, designed mainly for users with obesity (45%), diabetes mellitus (42%) and overweight (32%), or people who want to stay healthy (10%). The majority of the reviewed applications (67%) offered only input of food type and quantity. All approaches (n=31), except for two, relied on manual input of data, either by typing or by selecting a food type from a database. The exceptions (n=2) used a barcode scanning function. Users of mobile phone applications were not limited to data recording, but could view their data on the screen and send it via email. The tested web applications offered similar functionalities for recording food intake. The systems studied provided some degree of personalization: users can access some systems via PCs or mobile phones and they can choose among various types of data input content for recording food intake. Many functions, such as search in a food database, reports, graphical presentation, listing of favorite foods, and overview of the user's own meals, are optimized to simplify the recording process and save time. Data sharing and reports are common features of the reviewed systems. However, none use the user's recorded food history to make suggestions on new nutritional intake, during the food recording process. This may be an area for future research.

Resumo Limpo

ckground increas healthcar cost relat lifestylerel chronic diseas requir new solut research selfmanag tool expand mani new tool emerg record food intak key function mani tool nutrit monitor relev method gain overview factor influenc health howev keep food diari often constitut challeng patient develop userfriend use electron food diari straightforwardpurpos gain insight exist approach record food intak analyz current function input methodsmethod search digit librari vendor market social network focus nutrit select criteria public written english patientori tool offer record food intak nutrit system properti search type data type termin target popul type report share function summar properti base frequenc review sampleresult public met select criteria major identifi food record system facilit entri food type consum quantiti food system abl record one type data three frequent target popul peopl obes diabet overweight mobil phone use termin case person comput pcs person digit assist support pcs mobil phone data share provid report system search app googl play appl store test mobil applic store food intak data support record type food record carbohydr intak record calori intak major mobil applic offer kind report data share main via test socialnetworken applic support access person comput mobil phone search food databas report graphic present list favorit food overview meal enter consum food type quantityconclus analyz app reflect varieti approach record food intak nutrit use differ terminalsmost mobil phone follow pcs pdas older studi design main user obes diabet mellitus overweight peopl want stay healthi major review applic offer input food type quantiti approach n except two reli manual input data either type select food type databas except n use barcod scan function user mobil phone applic limit data record view data screen send via email test web applic offer similar function record food intak system studi provid degre person user can access system via pcs mobil phone can choos among various type data input content record food intak mani function search food databas report graphic present list favorit food overview user meal optim simplifi record process save time data share report common featur review system howev none use user record food histori make suggest new nutrit intak food record process may area futur research

Resumos Similares

Int J Med Inform - Acceptance and use of health information technology by community-dwelling elders. ( 0,670745178470784 )
BMC Med Inform Decis Mak - A systematic review of healthcare applications for smartphones. ( 0,659769867062646 )
J Am Med Inform Assoc - Understanding the mobile internet to develop the next generation of online medical teaching tools. ( 0,636963174638608 )
Artif Intell Med - Smart wearable systems: current status and future challenges. ( 0,634681654548268 )
J Am Med Inform Assoc - Explaining accesses to electronic medical records using diagnosis information. ( 0,60244732947695 )
AMIA Annu Symp Proc - Problem management module: an innovative system to improve problem list workflow. ( 0,602211287206404 )
J Med Syst - Triggers and monitoring in intelligent personal health record. ( 0,598932244930894 )
Int J Health Geogr - On the Internet of Things, smart cities and the WHO Healthy Cities. ( 0,591484789005706 )
BMC Med Inform Decis Mak - Developing open source, self-contained disease surveillance software applications for use in resource-limited settings. ( 0,589095549317933 )
IEEE Trans Image Process - Game-theoretic pricing for video streaming in mobile networks. ( 0,588816577172718 )
Sci Data - Erratum: Genomes and phenomes of a population of outbred rats and its progenitors. ( 0,584645755588686 )
J. Med. Internet Res. - Hispanic migrant farm workers' attitudes toward mobile phone-based telehealth for management of chronic health conditions. ( 0,581409622684761 )
J Med Syst - Distributed denial of service (DDoS) attack in cloud- assisted wireless body area networks: a systematic literature review. ( 0,576391439272049 )
J. Med. Internet Res. - There's an app for that: content analysis of paid health and fitness apps. ( 0,573595916370829 )
Telemed J E Health - A review on telemedicine-based WBAN framework for patient monitoring. ( 0,571254111218554 )
Artif Intell Med - Recommendations for the ethical use and design of artificial intelligent care providers. ( 0,570691702637324 )
Methods Inf Med - Monitoring dressing activity failures through RFID and video. ( 0,568716898149691 )
Telemed J E Health - mHealth data security: the need for HIPAA-compliant standardization. ( 0,568099177600327 )
J. Med. Internet Res. - The representation of suicide on the Internet: implications for clinicians. ( 0,565848447542713 )
AMIA Annu Symp Proc - Root causes underlying challenges to secondary use of data. ( 0,561273634019046 )
J Med Syst - Standardization on body area network and a prototype system based on UWB. ( 0,559900815246412 )
J Med Syst - Patient safety through RFID: vulnerabilities in recently proposed grouping protocols. ( 0,559659447131202 )
Med Biol Eng Comput - A comprehensive survey of wearable and wireless ECG monitoring systems for older adults. ( 0,557134838998359 )
J Med Syst - A comprehensive survey of Wireless Body Area Networks : on PHY, MAC, and Network layers solutions. ( 0,556296068438009 )
J Am Med Inform Assoc - Privacy protection and public goods: building a genetic database for health research in Newfoundland and Labrador. ( 0,55080389836066 )
Telemed J E Health - A review on remote monitoring technology applied to implantable electronic cardiovascular devices. ( 0,550798022808747 )
J Med Syst - Open issues in intelligent personal health record--an updated status report for 2012. ( 0,550405284271737 )
J. Med. Internet Res. - Assessing the applicability of e-therapies for depression, anxiety, and other mood disorders among lesbians and gay men: analysis of 24 web- and mobile phone-based self-help interventions. ( 0,548703533573283 )
J Med Syst - Seamless interworking architecture for WBAN in heterogeneous wireless networks with QoS guarantees. ( 0,548567293618522 )
J Biomed Inform - Summarization of clinical information: a conceptual model. ( 0,545934240652208 )
Telemed J E Health - National health information infrastructure model: a milestone for health information management education realignment. ( 0,544023278260956 )
BMC Med Inform Decis Mak - SciReader enables reading of medical content with instantaneous definitions. ( 0,539296194660727 )
Int J Med Inform - A study on Singaporean women's acceptance of using mobile phones to seek health information. ( 0,538907838102682 )
J. Med. Internet Res. - Information-seeking at a caregiving website: a qualitative analysis. ( 0,538595636817063 )
Telemed J E Health - A standard telemental health evaluation model: the time is now. ( 0,536441445534436 )
AMIA Annu Symp Proc - A tablet computer application for patients to participate in their hospital care. ( 0,53637607769946 )
Telemed J E Health - A new, phonocardiography-based telemetric fetal home monitoring system. ( 0,536302534384808 )
J Clin Monit Comput - A case of malignant hyperthermia captured by an anesthesia information management system. ( 0,533572381380103 )
Health Informatics J - Students' trust judgements in online health information seeking. ( 0,533104921140663 )
J Med Syst - Stream processing health card application. ( 0,533011608496311 )
Telemed J E Health - Ambient assisted living devices interoperability based on OSGi and the X73 standard. ( 0,532261098520867 )
J. Med. Internet Res. - Measuring actual eHealth literacy among patients with rheumatic diseases: a qualitative analysis of problems encountered using Health 1.0 and Health 2.0 applications. ( 0,532180347925274 )
J Med Syst - Body Area Networks for ubiquitous healthcare applications: opportunities and challenges. ( 0,531446172778728 )
J. Med. Internet Res. - Evaluating aspects of online medication safety in long-term follow-up of 136 Internet pharmacies: illegal rogue online pharmacies flourish and are long-lived. ( 0,52895221778854 )
BMC Med Inform Decis Mak - Accuracy of automatic syndromic classification of coded emergency department diagnoses in identifying mental health-related presentations for public health surveillance. ( 0,528717112180307 )
Appl Clin Inform - Improving access to longitudinal patient health information within an emergency department. ( 0,52803161059422 )
Telemed J E Health - The potential for health-related uses of mobile phones and internet with homeless veterans: results from a multisite survey. ( 0,527187350757522 )
Int J Health Geogr - Web GIS in practice VIII: HTML5 and the canvas element for interactive online mapping. ( 0,52513125502943 )
J. Med. Internet Res. - Review of extracting information from the Social Web for health personalization. ( 0,523288488249158 )
J Am Med Inform Assoc - A nationwide medication incidents reporting system in The Netherlands. ( 0,519045247390366 )
J Med Syst - Development of an ease-of-use remote healthcare system architecture using RFID and networking technologies. ( 0,518585222557495 )
J. Med. Internet Res. - Opportunities and challenges for smartphone applications in supporting health behavior change: qualitative study. ( 0,518450191765473 )
J Med Syst - EHR in emergency rooms: exploring the effect of key information components on main complaints. ( 0,518155205717347 )
AMIA Annu Symp Proc - Characterizing the use and contents of free-text family history comments in the Electronic Health Record. ( 0,517588892257322 )
Appl Clin Inform - Analysis of free text with omaha system targets in community-based care to inform practice and terminology development. ( 0,516773551075776 )
J. Med. Internet Res. - Internet-based HIV and sexually transmitted infection testing in British Columbia, Canada: opinions and expectations of prospective clients. ( 0,514900255502771 )
Telemed J E Health - Is the digital divide an obstacle to e-health? An analysis of the situation in Europe and in Italy. ( 0,513989843191934 )
Telemed J E Health - Wireless medical sensor networks: design requirements and enabling technologies. ( 0,513433670398499 )
J. Med. Internet Res. - eHealth literacy 2.0: problems and opportunities with an evolving concept. ( 0,51315381107256 )
J Am Med Inform Assoc - Using FDA reports to inform a classification for health information technology safety problems. ( 0,51113964886097 )
J Med Syst - Security and privacy issues in wireless sensor networks for healthcare applications. ( 0,511074207801647 )
J Med Syst - The differing privacy concerns regarding exchanging electronic medical records of internet users in Taiwan. ( 0,510711705456115 )
J Med Syst - A secure medical data exchange protocol based on cloud environment. ( 0,510313175202824 )
BMC Med Inform Decis Mak - An evaluation of the content and quality of tinnitus information on websites preferred by General Practitioners. ( 0,506051997426584 )
Health Informatics J - Website design: technical, social and medical issues for self-reporting by elderly patients. ( 0,5055400912481 )
AMIA Annu Symp Proc - Automatically detecting problem list omissions of type 2 diabetes cases using electronic medical records. ( 0,504840892580813 )
Telemed J E Health - Reaching rural communities with culturally appropriate care: a model for adapting remote monitoring to American Indian veterans with posttraumatic stress disorder. ( 0,504605418812546 )
Int J Med Inform - Socio-technical issues and challenges in implementing safe patient handovers: insights from ethnographic case studies. ( 0,503757780695003 )
J Med Syst - Security risks associated with radio frequency identification in medical environments. ( 0,502388842440782 )
Inform Health Soc Care - Tools for assessing the quality and accessibility of online health information: initial testing among breast cancer websites. ( 0,500457813437282 )
J Med Syst - A medical application integrating remote 3D visualization tools to access picture archiving and communication system on mobile devices. ( 0,499379873310107 )
J. Med. Internet Res. - An internet-based epidemiological investigation of the outbreak of H7N9 Avian influenza A in China since early 2013. ( 0,498280616001877 )
J Med Syst - The SAMS: Smartphone Addiction Management System and verification. ( 0,497906897497588 )
Comput. Biol. Med. - Suggestions for a web based universal exchange and inference language for medicine. Continuity of patient care with PCAST disaggregation. ( 0,497475106648953 )
J Am Med Inform Assoc - Recent trends in biomedical informatics: a study based on JAMIA articles. ( 0,497188080086758 )
Methods Inf Med - Development of ICF code selection tools for mental health care. ( 0,497141801685415 )
Telemed J E Health - Technology-based suicide prevention: current applications and future directions. ( 0,497081202369398 )
AMIA Annu Symp Proc - Characteristics associated with hospital health IT vendor switching and dropping. ( 0,496891109646914 )
Res Synth Methods - Methods for documenting systematic review searches: a discussion of common issues. ( 0,496544989070946 )
AMIA Annu Symp Proc - Metadata extraction routines for improving infobutton performance. ( 0,495898553080802 )
Int J Med Inform - Models of information exchange for UK telehealth systems. ( 0,495161106395996 )
AMIA Annu Symp Proc - Informing standard development and understanding user needs with omaha system signs and symptoms text entries in community-based care settings. ( 0,494484406303918 )
J. Med. Internet Res. - Mapping mHealth research: a decade of evolution. ( 0,494321742122644 )
Int J Med Inform - Evaluating the success of an emergency response medical information system. ( 0,493786450294664 )
AMIA Annu Symp Proc - Mobile Health Systems that Optimize Resources in Emergency Response Situations. ( 0,49349950066803 )
Int J Med Inform - Home telemonitoring in COPD: a systematic review of methodologies and patients' adherence. ( 0,491960931634357 )
AMIA Annu Symp Proc - Impact of selective mapping strategies on automated laboratory result notification to public health authorities. ( 0,491412963326606 )
Int J Med Inform - Mobile personal health records: an evaluation of features and functionality. ( 0,490693194966849 )
Telemed J E Health - Attitude of families of patients with genetic diseases to use m-health technologies. ( 0,490677239954747 )
Int J Health Geogr - Advancements in web-database applications for rabies surveillance. ( 0,490077678201888 )
Int J Med Inform - The use of tags and tag clouds to discern credible content in online health message forums. ( 0,489404023517706 )
Int J Health Geogr - Modeling tools for dengue risk mapping - a systematic review. ( 0,489328233791476 )
Comput Methods Programs Biomed - Cloud-ECG for real time ECG monitoring and analysis. ( 0,489149468738491 )
J Med Syst - A roadmap for designing a personalized search tool for individual healthcare providers. ( 0,488707863238473 )
Telemed J E Health - Delivering laboratory results by text message and e-mail: a survey of factors associated with conceptual acceptability among STD clinic attendees. ( 0,488284482263732 )
Perspect Health Inf Manag - Assessing external cause of injury coding accuracy for transport injury hospitalizations. ( 0,48765771688749 )
Telemed J E Health - Electronic and remote prescribing: administrative, regulatory, technical, and clinical standards and guidelines, April 2013. ( 0,486728216041631 )
Telemed J E Health - Implementation of a wireless device for real-time telemedical assistance of home-ventilated amyotrophic lateral sclerosis patients: a feasibility study. ( 0,486600714672315 )
Int J Med Inform - Implementation science approaches for integrating eHealth research into practice and policy. ( 0,48617053852157 )
Comput Methods Programs Biomed - Improving the work efficiency of healthcare-associated infection surveillance using electronic medical records. ( 0,48561927049989 )