Addressing mental health epidemic among university students via web-based, self-screening, and referral system: a preliminary study.

The prevalence and severity of mental health problems in college and university communities are alarming. However, the majority of students with mental disorders do not seek help from professionals. To help students assess their mental conditions and encourage them to take an active role in seeking care, we developed a web-based self-screening, referral, and secure communication system and evaluated it at the University of Washington for 17 months. The system handled more than 1000 screenings during the study period. Of the subjects who used the system, 75% noted that the system helped them to make a decision to receive help from professionals. The system was able to provide outreach to students with mental health concerns effectively, allow them to self-screen their conditions, and encourage them to receive professional assistance. The system provided students with 24/7 web-based access to the clinic, and more than 50% of the system use was made during off-hours. The system was well received by patients, referral managers, and care providers, and it was transferred to the clinic for daily clinical use. We believe that a web-based system like ours could be used as one way to tackle the growing epidemic of mental health problems among college and university students.

Thyroid nodule classification using ultrasound elastography via linear discriminant analysis.

The non-surgical diagnosis of thyroid nodules is currently made via a fine needle aspiration (FNA) biopsy. It is estimated that somewhere between 250,000 and 300,000 thyroid FNA biopsies are performed in the United States annually. However, a large percentage (approximately 70%) of these biopsies turn out to be benign. Since the aggressive FNA management of thyroid nodules is costly, quantitative risk assessment and stratification of a nodule's malignancy is of value in triage and more appropriate healthcare resources utilization. In this paper, we introduce a new method for classifying the thyroid nodules based on the ultrasound (US) elastography features. Unlike approaches to assess the stiffness of a thyroid nodule by visually inspecting the pseudo-color pattern in the strain image, we use a classification algorithm to stratify the nodule by using the power spectrum of strain rate waveform extracted from the US elastography image sequence. Pulsation from the carotid artery was used to compress the thyroid nodules. Ultrasound data previously acquired from 98 thyroid nodules were used in this retrospective study to evaluate our classification algorithm. A classifier was developed based on the linear discriminant analysis (LDA) and used to differentiate the thyroid nodules into two types: (I) no FNA (observation-only) and (II) FNA. Using our method, 62 nodules were classified as type I, all of which were benign, while 36 nodules were classified as Type-II, 16 malignant and 20 benign, resulting in a sensitivity of 100% and specificity of 75.6% in detecting malignant thyroid nodules. This indicates that our triage method based on US elastography has the potential to substantially reduce the number of FNA biopsies (63.3%) by detecting benign nodules and managing them via follow-up observations rather than an FNA biopsy.

Factors affecting acceptance of a Web-based self-referral system.

With the growing availability of health information on the Web, people are becoming more knowledgeable on their health conditions and treatment options, and more patients seek specialists by themselves. To aid patients in requesting self-referrals, we have developed and evaluated a web-based self-referral system in three specialty clinics at the University of Washington. Two clinics adopted the system for routine clinical use, while the third clinic decided not to. A major difference between these two groups was in how fast online requests from patients were handled, which significantly influenced patients' satisfaction. Clinic's preparedness for handling the temporarily increased workload due to the introduction of a new health information system played a role as well. Also, we noticed that the physician leadership/championship made a difference in the acceptance of our system.

Digital divide: Use of electronic personal health record by different population groups.

Personal Health Record (PHR) has been increasingly recognized and actively promoted by the federal government, experts and industry as an important tool for improving healthcare in the U.S. However, the PHR use by patients and its utility have not been studied well. We have evaluated a web-based PHR in multiple locations covering diverse population groups. The study sites included a surgical specialty clinic, a medical specialty clinic, and a mental health clinic at the University of Washington, and a low-income elderly housing facility near Seattle in the state of Washington. The PHR use by the low-income elderly was limited due to poor technical skills and low physical/cognitive abilities. On the other hand, the younger and affluent populations used the web-based PHR much easily and efficiently compared to the older and low-income group. They regarded managing personal health information easy while the older group struggled. As more computer literate individuals age, the next-generation elderly are certain to be more technically skilled than the current generation. Although the reduced physical/cognitive abilities due to aging would still be a challenge, more elderly people will be able to not only use a PHR system but also use it to the full extent to get the maximum benefit.

Screening of thyroid nodules by ultrasound elastography using diastolic strain variation.

The diagnosis for thyroid nodules is currently made via an FNA biopsy. It is estimated that somewhere between 250,000 and 300,000 thyroid FNA biopsies are performed in the United States annually. However, a large percentage (approximately 70%) of these biopsies turn out to be benign. The purpose of this study is to evaluate whether ultrasound elastography can be used as a screening tool to reduce the number of FNA procedures on benign thyroid nodules. Ultrasound data previously acquired from 34 thyroid nodules in 31 FNA-bound patients were used. Pulsation from the carotid artery was used to compress the thyroid nodules, and the strain was calculated off-line. A metric, called diastolic strain variation index (DSVI), was computed for each nodule during diastole as the standard deviation of strain within a thyroid nodule. Based on the derived DSVI value, thyroid nodules were retrospectively classified into 2 types: I) no FNA (observation-only) and II) FNA. The DSVI value of benign nodules (n = 22) was significantly higher than that of malignant nodules (n = 12) (p = 0.0000016). Using an DSVI cut-off value of 0.019%, 18 nodules were classified as type I, all of which were benign, while 16 nodules were classified as type II, 12 malignant and 4 benign. This suggests that ultrasound elastography could have screened out 18 type-I nodules, reducing the number of FNAs by 53%. Because aggressive FNA management of thyroid nodules is costly, thyroid elastography could be employed in the future for more appropriate utilization of healthcare resources in handling thyroid nodules.

Tissue vibration pulsatility for arterial bleeding detection using Doppler ultrasound.

Trauma is the number one cause of death among Americans between 1 and 44 years old, and exsanguination due to internal bleeding resulting from arterial injuries is a major factor in trauma deaths. We have evaluated the feasibility of using tissue vibration pulsatility in arterial bleeding detection. Eight femoral arteries from four juvenile pigs were punctured transcutaneously with a 6 or 9-French catheter. Also, 11 silicone vessels wrapped with turkey breast were placed in a pulsatile flow phantom and penetrated with an 18-gauge needle. The tissue vibration pulsatility was derived as a ratio of the maximum spectral energy from 200 to 2500 Hz of tissue vibration in systole over a baseline value in diastole. Then, the tissue vibration pulsatility index (TVPI) was defined as the maximum tissue vibration pulsatility value for each experimental condition. Both in vitro and in vivo results showed that the TVPI from injured vessels is significantly higher (p<0.005) than that of intact vessels. In addition, we constructed the 2D map of tissue vibration pulsatility during in vitro studies and found that it could be used for spatial localization of the puncture site. Our preliminary results indicate that the tissue vibration pulsatility may be useful for detecting arterial bleeding and localizing the bleeding site.

Challenges to using an electronic personal health record by a low-income elderly population.

BACKGROUND: Electronic personal health records (PHRs) are increasingly recognized and used as a tool to address various challenges stemming from the scattered and incompatible personal health information that exists in the contemporary US health care system. Although activity around PHR development and deployment has increased in recent years, little has been reported regarding the use and utility of PHRs among low-income and/or elderly populations. OBJECTIVE: The aim was to assess the use and utility of PHRs in a low-income, elderly population. METHODS: We deployed a Web-based, institution-neutral PHR system, the Personal Health Information Management System (PHIMS), in a federally funded housing facility for low-income and elderly residents. We assessed use and user satisfaction through system logs, questionnaire surveys, and user group meetings. RESULTS: Over the 33-month study period, 70 residents participated; this number was reduced to 44 by the end of the study. Although the PHIMS was available for free and personal assistance and computers with Internet connection were provided without any cost to residents, only 13% (44/330) of the eligible residents used the system, and system usage was limited. Almost one half of the users (47%, 33/70) used the PHIMS only on a single day. Use was also highly correlated with the availability of in-person assistance; 77% of user activities occurred while the assistance was available. Residents' ability to use the PHR system was limited by poor computer and Internet skills, technophobia, low health literacy, and limited physical/cognitive abilities. Among the 44 PHIMS users, 14 (32%) responded to the questionnaire. In this selected subgroup of survey participants, the majority (82%, 9/11) used the PHIMS three times or more and reported that it improved the quality of overall health care they received. CONCLUSIONS: Our findings suggest that those who can benefit the most from a PHR system may be the least able to use it. Disparities in access to and use of computers, the Internet, and PHRs may exacerbate health care inequality in the future.

Usage patterns of a personal health record by elderly and disabled users.

Personal Health Records (PHRs) are increasingly recognized as a strategy to improve patient-provider communication, availability of health information, and quality of care, by making the delivery of care more patient-centered. However, not much is known about the effects of self-managing personal health information (PeHI), patients' perception of PeHI and patient workflow around PeHI management. We studied PHR use in a low-income, elderly and/or disabled population for 18 months, and describe how the PHR was used through an analysis of database access server log data. Some patients may not keep their PHR up-to-date because they don't value, can't access, or don't understand certain categories of their health information. Understanding of usage patterns can guide the development and maintenance of more usable and pragmatic PHR systems.

Application and evaluation of personal health information management system.

A web-based patient-centered personal health record (PHR), called the Personal Health Information Management System (PHIMS), has been developed and its usability has been evaluated in conjunction with a referral system, called the Facilitated Accurate Referral Management System (FARMS). To estimate the system requirements of PHIMS for wider clinical use, we have also studied PHIMS usage by analyzing server log files. A preliminary study showed 85% of survey respondents were satisfied with the usability and 94% were satisfied with the overall online referral process. The physicians were satisfied with the content of subjects' personal health information and found the information detailed enough to triage all requested referrals.