Developing Screening Services for Colorectal Cancer on Android Smartphones
Introduction: Colorectal cancer (CRC) is an important health problem in Western countries and also in Asia. It is the third leading cause of cancer deaths in both men and women in Taiwan. According to the well-known adenoma-to-carcinoma sequence, the majority of CRC develops from colorectal adenomat...
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Veröffentlicht in: | Telemedicine journal and e-health 2014-08, Vol.20 (8), p.687-695 |
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creator | Wu, Hui-Ching Chang, Chiao-Jung Lin, Chun-Che Tsai, Ming-Chang Chang, Che-Chia Tseng, Ming-Hseng |
description | Introduction:
Colorectal cancer (CRC) is an important health problem in Western countries and also in Asia. It is the third leading cause of cancer deaths in both men and women in Taiwan. According to the well-known adenoma-to-carcinoma sequence, the majority of CRC develops from colorectal adenomatous polyps. This concept provides the rationale for screening and prevention of CRC. Removal of colorectal adenoma could reduce the mortality and incidence of CRC. Mobile phones are now playing an ever more crucial role in people's daily lives. The latest generation of smartphones is increasingly viewed as hand-held computers rather than as phones, because of their powerful on-board computing capability, capacious memories, large screens, and open operating systems that encourage development of applications (apps).
Subjects and Methods:
If we can detect the potential CRC patients early and offer them appropriate treatments and services, this would not only promote the quality of life, but also reduce the possible serious complications and medical costs. In this study, an intelligent CRC screening app on Android™ (Google™, Mountain View, CA) smartphones has been developed based on a data mining approach using decision tree algorithms. For comparison, the stepwise backward multivariate logistic regression model and the fecal occult blood test were also used.
Results:
Compared with the stepwise backward multivariate logistic regression model and the fecal occult blood test, the proposed app system not only provides an easy and efficient way to quickly detect high-risk groups of potential CRC patients, but also brings more information about CRC to customer-oriented services.
Conclusions:
We developed and implemented an app system on Android platforms for ubiquitous healthcare services for CRC screening. It can assist people in achieving early screening, diagnosis, and treatment purposes, prevent the occurrence of complications, and thus reach the goal of preventive medicine. |
doi_str_mv | 10.1089/tmj.2013.0288 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4106382</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1548632376</sourcerecordid><originalsourceid>FETCH-LOGICAL-c431t-d003ac059c4d4937a461590c86f43bc26b06e117c1652e882491dd90bedbfd343</originalsourceid><addsrcrecordid>eNqFkLtPwzAQhy0E4j2yoowsKX7FcRYkFN6qxFCYLce-lKDUDnZaif-ehJYKJqY73X363elD6IzgCcGyuOwX7xOKCZtgKuUOOiRZJlImRLE79gynmaD5ATqK8R1jzElO99EB5ZJLmbND9HQDK2h917h5MjMBwH13EFaNgZjUPiSlb30A0-s2KbUzEBLvkmtng29sMlvo0Hdv3kE8QXu1biOcbuoxer27fSkf0unz_WN5PU0NZ6RPLcZMG5wVhltesFxzQbICGylqzipDRYUFEJIbIjIKUlJeEGsLXIGtass4O0ZX69xuWS3AGnB90K3qQjP88qm8btTfjWve1NyvFCdYMEmHgItNQPAfS4i9WjTRQNtqB34ZFcm4FIyyXAxoukZN8DEGqLdnCFajfzX4V6N_Nfof-PPfv23pH-EDwNbAONbOtQ1UEPp_Yr8Ayt-TRQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1548632376</pqid></control><display><type>article</type><title>Developing Screening Services for Colorectal Cancer on Android Smartphones</title><source>MEDLINE</source><source>Alma/SFX Local Collection</source><creator>Wu, Hui-Ching ; Chang, Chiao-Jung ; Lin, Chun-Che ; Tsai, Ming-Chang ; Chang, Che-Chia ; Tseng, Ming-Hseng</creator><creatorcontrib>Wu, Hui-Ching ; Chang, Chiao-Jung ; Lin, Chun-Che ; Tsai, Ming-Chang ; Chang, Che-Chia ; Tseng, Ming-Hseng</creatorcontrib><description>Introduction:
Colorectal cancer (CRC) is an important health problem in Western countries and also in Asia. It is the third leading cause of cancer deaths in both men and women in Taiwan. According to the well-known adenoma-to-carcinoma sequence, the majority of CRC develops from colorectal adenomatous polyps. This concept provides the rationale for screening and prevention of CRC. Removal of colorectal adenoma could reduce the mortality and incidence of CRC. Mobile phones are now playing an ever more crucial role in people's daily lives. The latest generation of smartphones is increasingly viewed as hand-held computers rather than as phones, because of their powerful on-board computing capability, capacious memories, large screens, and open operating systems that encourage development of applications (apps).
Subjects and Methods:
If we can detect the potential CRC patients early and offer them appropriate treatments and services, this would not only promote the quality of life, but also reduce the possible serious complications and medical costs. In this study, an intelligent CRC screening app on Android™ (Google™, Mountain View, CA) smartphones has been developed based on a data mining approach using decision tree algorithms. For comparison, the stepwise backward multivariate logistic regression model and the fecal occult blood test were also used.
Results:
Compared with the stepwise backward multivariate logistic regression model and the fecal occult blood test, the proposed app system not only provides an easy and efficient way to quickly detect high-risk groups of potential CRC patients, but also brings more information about CRC to customer-oriented services.
Conclusions:
We developed and implemented an app system on Android platforms for ubiquitous healthcare services for CRC screening. It can assist people in achieving early screening, diagnosis, and treatment purposes, prevent the occurrence of complications, and thus reach the goal of preventive medicine.</description><identifier>ISSN: 1530-5627</identifier><identifier>EISSN: 1556-3669</identifier><identifier>DOI: 10.1089/tmj.2013.0288</identifier><identifier>PMID: 24848873</identifier><language>eng</language><publisher>United States: Mary Ann Liebert, Inc</publisher><subject>Algorithms ; Cell Phone ; Colonoscopy ; Colorectal Neoplasms - diagnosis ; Decision Trees ; Early Detection of Cancer ; Female ; Humans ; Male ; Mass Screening - methods ; Middle Aged ; Mobile Applications ; Occult Blood ; Original Research ; Prospective Studies ; Taiwan</subject><ispartof>Telemedicine journal and e-health, 2014-08, Vol.20 (8), p.687-695</ispartof><rights>2014, Mary Ann Liebert, Inc.</rights><rights>Copyright 2014, Mary Ann Liebert, Inc. 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c431t-d003ac059c4d4937a461590c86f43bc26b06e117c1652e882491dd90bedbfd343</citedby><cites>FETCH-LOGICAL-c431t-d003ac059c4d4937a461590c86f43bc26b06e117c1652e882491dd90bedbfd343</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24848873$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wu, Hui-Ching</creatorcontrib><creatorcontrib>Chang, Chiao-Jung</creatorcontrib><creatorcontrib>Lin, Chun-Che</creatorcontrib><creatorcontrib>Tsai, Ming-Chang</creatorcontrib><creatorcontrib>Chang, Che-Chia</creatorcontrib><creatorcontrib>Tseng, Ming-Hseng</creatorcontrib><title>Developing Screening Services for Colorectal Cancer on Android Smartphones</title><title>Telemedicine journal and e-health</title><addtitle>Telemed J E Health</addtitle><description>Introduction:
Colorectal cancer (CRC) is an important health problem in Western countries and also in Asia. It is the third leading cause of cancer deaths in both men and women in Taiwan. According to the well-known adenoma-to-carcinoma sequence, the majority of CRC develops from colorectal adenomatous polyps. This concept provides the rationale for screening and prevention of CRC. Removal of colorectal adenoma could reduce the mortality and incidence of CRC. Mobile phones are now playing an ever more crucial role in people's daily lives. The latest generation of smartphones is increasingly viewed as hand-held computers rather than as phones, because of their powerful on-board computing capability, capacious memories, large screens, and open operating systems that encourage development of applications (apps).
Subjects and Methods:
If we can detect the potential CRC patients early and offer them appropriate treatments and services, this would not only promote the quality of life, but also reduce the possible serious complications and medical costs. In this study, an intelligent CRC screening app on Android™ (Google™, Mountain View, CA) smartphones has been developed based on a data mining approach using decision tree algorithms. For comparison, the stepwise backward multivariate logistic regression model and the fecal occult blood test were also used.
Results:
Compared with the stepwise backward multivariate logistic regression model and the fecal occult blood test, the proposed app system not only provides an easy and efficient way to quickly detect high-risk groups of potential CRC patients, but also brings more information about CRC to customer-oriented services.
Conclusions:
We developed and implemented an app system on Android platforms for ubiquitous healthcare services for CRC screening. It can assist people in achieving early screening, diagnosis, and treatment purposes, prevent the occurrence of complications, and thus reach the goal of preventive medicine.</description><subject>Algorithms</subject><subject>Cell Phone</subject><subject>Colonoscopy</subject><subject>Colorectal Neoplasms - diagnosis</subject><subject>Decision Trees</subject><subject>Early Detection of Cancer</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Mass Screening - methods</subject><subject>Middle Aged</subject><subject>Mobile Applications</subject><subject>Occult Blood</subject><subject>Original Research</subject><subject>Prospective Studies</subject><subject>Taiwan</subject><issn>1530-5627</issn><issn>1556-3669</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkLtPwzAQhy0E4j2yoowsKX7FcRYkFN6qxFCYLce-lKDUDnZaif-ehJYKJqY73X363elD6IzgCcGyuOwX7xOKCZtgKuUOOiRZJlImRLE79gynmaD5ATqK8R1jzElO99EB5ZJLmbND9HQDK2h917h5MjMBwH13EFaNgZjUPiSlb30A0-s2KbUzEBLvkmtng29sMlvo0Hdv3kE8QXu1biOcbuoxer27fSkf0unz_WN5PU0NZ6RPLcZMG5wVhltesFxzQbICGylqzipDRYUFEJIbIjIKUlJeEGsLXIGtass4O0ZX69xuWS3AGnB90K3qQjP88qm8btTfjWve1NyvFCdYMEmHgItNQPAfS4i9WjTRQNtqB34ZFcm4FIyyXAxoukZN8DEGqLdnCFajfzX4V6N_Nfof-PPfv23pH-EDwNbAONbOtQ1UEPp_Yr8Ayt-TRQ</recordid><startdate>20140801</startdate><enddate>20140801</enddate><creator>Wu, Hui-Ching</creator><creator>Chang, Chiao-Jung</creator><creator>Lin, Chun-Che</creator><creator>Tsai, Ming-Chang</creator><creator>Chang, Che-Chia</creator><creator>Tseng, Ming-Hseng</creator><general>Mary Ann Liebert, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20140801</creationdate><title>Developing Screening Services for Colorectal Cancer on Android Smartphones</title><author>Wu, Hui-Ching ; Chang, Chiao-Jung ; Lin, Chun-Che ; Tsai, Ming-Chang ; Chang, Che-Chia ; Tseng, Ming-Hseng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c431t-d003ac059c4d4937a461590c86f43bc26b06e117c1652e882491dd90bedbfd343</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Algorithms</topic><topic>Cell Phone</topic><topic>Colonoscopy</topic><topic>Colorectal Neoplasms - diagnosis</topic><topic>Decision Trees</topic><topic>Early Detection of Cancer</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Mass Screening - methods</topic><topic>Middle Aged</topic><topic>Mobile Applications</topic><topic>Occult Blood</topic><topic>Original Research</topic><topic>Prospective Studies</topic><topic>Taiwan</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wu, Hui-Ching</creatorcontrib><creatorcontrib>Chang, Chiao-Jung</creatorcontrib><creatorcontrib>Lin, Chun-Che</creatorcontrib><creatorcontrib>Tsai, Ming-Chang</creatorcontrib><creatorcontrib>Chang, Che-Chia</creatorcontrib><creatorcontrib>Tseng, Ming-Hseng</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Telemedicine journal and e-health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wu, Hui-Ching</au><au>Chang, Chiao-Jung</au><au>Lin, Chun-Che</au><au>Tsai, Ming-Chang</au><au>Chang, Che-Chia</au><au>Tseng, Ming-Hseng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Developing Screening Services for Colorectal Cancer on Android Smartphones</atitle><jtitle>Telemedicine journal and e-health</jtitle><addtitle>Telemed J E Health</addtitle><date>2014-08-01</date><risdate>2014</risdate><volume>20</volume><issue>8</issue><spage>687</spage><epage>695</epage><pages>687-695</pages><issn>1530-5627</issn><eissn>1556-3669</eissn><abstract>Introduction:
Colorectal cancer (CRC) is an important health problem in Western countries and also in Asia. It is the third leading cause of cancer deaths in both men and women in Taiwan. According to the well-known adenoma-to-carcinoma sequence, the majority of CRC develops from colorectal adenomatous polyps. This concept provides the rationale for screening and prevention of CRC. Removal of colorectal adenoma could reduce the mortality and incidence of CRC. Mobile phones are now playing an ever more crucial role in people's daily lives. The latest generation of smartphones is increasingly viewed as hand-held computers rather than as phones, because of their powerful on-board computing capability, capacious memories, large screens, and open operating systems that encourage development of applications (apps).
Subjects and Methods:
If we can detect the potential CRC patients early and offer them appropriate treatments and services, this would not only promote the quality of life, but also reduce the possible serious complications and medical costs. In this study, an intelligent CRC screening app on Android™ (Google™, Mountain View, CA) smartphones has been developed based on a data mining approach using decision tree algorithms. For comparison, the stepwise backward multivariate logistic regression model and the fecal occult blood test were also used.
Results:
Compared with the stepwise backward multivariate logistic regression model and the fecal occult blood test, the proposed app system not only provides an easy and efficient way to quickly detect high-risk groups of potential CRC patients, but also brings more information about CRC to customer-oriented services.
Conclusions:
We developed and implemented an app system on Android platforms for ubiquitous healthcare services for CRC screening. It can assist people in achieving early screening, diagnosis, and treatment purposes, prevent the occurrence of complications, and thus reach the goal of preventive medicine.</abstract><cop>United States</cop><pub>Mary Ann Liebert, Inc</pub><pmid>24848873</pmid><doi>10.1089/tmj.2013.0288</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Cell Phone Colonoscopy Colorectal Neoplasms - diagnosis Decision Trees Early Detection of Cancer Female Humans Male Mass Screening - methods Middle Aged Mobile Applications Occult Blood Original Research Prospective Studies Taiwan |
title | Developing Screening Services for Colorectal Cancer on Android Smartphones |
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