Imaging informatics for consumer health: towards a radiology patient portal

被引:29
作者
Arnold, Corey W. [1 ]
McNamara, Mary [1 ]
El-Saden, Suzie [2 ]
Chen, Shawn [1 ]
Taira, Ricky K. [1 ]
Bui, Alex A. T. [1 ]
机构
[1] Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90024 USA
[2] VA Med Ctr, Dept Imaging Serv, Greater Los Angeles, Los Angeles, CA USA
关键词
patient education; radiology; natural language processing; computer assisted image processing; CONGESTIVE-HEART-FAILURE; CROSS-SECTIONAL SURVEY; CANCER-PATIENTS; INVITING PATIENTS; MEDICAL-RECORD; DOCTORS NOTES; INTERNET; NEEDS; WEB; IMPLEMENTATION;
D O I
10.1136/amiajnl-2012-001457
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Objective With the increased routine use of advanced imaging in clinical diagnosis and treatment, it has become imperative to provide patients with a means to view and understand their imaging studies. We illustrate the feasibility of a patient portal that automatically structures and integrates radiology reports with corresponding imaging studies according to several information orientations tailored for the layperson. Methods The imaging patient portal is composed of an image processing module for the creation of a timeline that illustrates the progression of disease, a natural language processing module to extract salient concepts from radiology reports (73% accuracy, F-1 score of 0.67), and an interactive user interface navigable by an imaging findings list. The portal was developed as a Java-based web application and is demonstrated for patients with brain cancer. Results and discussion The system was exhibited at an international radiology conference to solicit feedback from a diverse group of healthcare professionals. There was wide support for educating patients about their imaging studies, and an appreciation for the informatics tools used to simplify images and reports for consumer interpretation. Primary concerns included the possibility of patients misunderstanding their results, as well as worries regarding accidental improper disclosure of medical information. Conclusions Radiologic imaging composes a significant amount of the evidence used to make diagnostic and treatment decisions, yet there are few tools for explaining this information to patients. The proposed radiology patient portal provides a framework for organizing radiologic results into several information orientations to support patient education.
引用
收藏
页码:1028 / 1036
页数:9
相关论文
共 58 条
[1]  
[Anonymous], 2008, Introduction to information retrieval
[2]  
[Anonymous], 2013, BEST CARE LOWER COST, DOI [DOI 10.17226/13444, 10.17226/13444]
[3]   GIVING PATIENTS THEIR OWN RECORDS IN GENERAL-PRACTICE - EXPERIENCE OF PATIENTS AND STAFF [J].
BALDRY, M ;
CHEAL, C ;
FISHER, B ;
GILLETT, M ;
HUET, V .
BRITISH MEDICAL JOURNAL, 1986, 292 (6520) :596-598
[4]   Relationship of Internet health information use with patient behavior and self-efficacy: Experiences of newly diagnosed cancer patients who contact the National Cancer Institute's Cancer Information Service [J].
Bass, SB ;
Ruzek, SB ;
Gordon, TF ;
Fleisher, L ;
McKeown-Conn, N ;
Moore, D .
JOURNAL OF HEALTH COMMUNICATION, 2006, 11 (02) :219-236
[5]   What Do People Affected by Cancer Think About Electronic Health Information Exchange? Results From the 2010 LIVESTRONG Electronic Health Information Exchange Survey and the 2008 Health Information National Trends Survey [J].
Beckjord, Ellen B. ;
Rechis, Ruth ;
Nutt, Stephanie ;
Shulman, Lawrence ;
Hesse, Bradford W. .
JOURNAL OF ONCOLOGY PRACTICE, 2011, 7 (04) :237-241
[6]   Project HealthDesign: Rethinking the power and potential of personal health records [J].
Brennan, Patricia Flatley ;
Downs, Stephen ;
Casper, Gail .
JOURNAL OF BIOMEDICAL INFORMATICS, 2010, 43 (05) :S3-S5
[7]   MedlinePlus Connect: Linking Health IT Systems to Consumer Health Information [J].
Burgess, Sarena ;
Dennis, Stephanie ;
Lanka, Soma ;
Miller, Naomi ;
Potvin, Joseph .
IT PROFESSIONAL, 2012, 14 (03) :22-28
[8]  
Cardillo E, 2011, COMM COM INF SC, V128, P249
[9]   A survey of Internet utilization among patients with cancer [J].
Castleton, Kimra ;
Fong, Thomas ;
Wang-Gillam, Andrea ;
Waqar, Muhammad A. ;
Jeffe, Donna B. ;
Kehlenbrink, Lisa ;
Gao, Feng ;
Govindan, Ramaswamy .
SUPPORTIVE CARE IN CANCER, 2011, 19 (08) :1183-1190
[10]  
CAWLEY M, 1990, CANCER NURS, V13, P90