385 research outputs found
PubMed QUEST: The PubMed Query Search Tool. An informatics tool to aid cancer centers and cancer investigators in searching the PubMed databases
Searching PubMed for citations related to a specific cancer center or group of authors can be labor-intensive. We have created a tool, PubMed QUEST, to aid in the rapid searching of PubMed for publications of interest. It was designed by taking into account the needs of entire cancer centers as well as individual investigators. The experience of using the tool by our institutionâs cancer center administration and investigators has been favorable and we believe it could easily be adapted to other institutions. Use of the tool has identified limitations of automated searches for publications based on an authorâs name, especially for common names. These limitations could likely be solved if the PubMed database assigned a unique identifier to each author
Computerized Automated Reminder Diabetes System (CARDS): E-Mail and SMS Cell Phone Text Messaging Reminders to Support Diabetes Management
Abstract Background: Cell phone text messaging, via the Short Messaging Service (SMS), offers the promise of a highly portable, well-accepted, and inexpensive modality for engaging youth and young adults in the management of their diabetes. This pilot and feasibility study compared two-way SMS cell phone messaging with e-mail reminders that were directed at encouraging blood glucose (BG) monitoring. Methods: Forty insulin-treated adolescents and young adults with diabetes were randomized to receive electronic reminders to check their BG levels via cell phone text messaging or e-mail reminders for a 3-month pilot study. Electronic messages were automatically generated, and participant replies with BG results were processed by the locally developed Computerized Automated Reminder Diabetes System (CARDS). Participants set their schedule for reminders on the secure CARDS website where they could also enter and review BG data. Results: Of the 40 participants, 22 were randomized to receive cell phone text message reminders and 18 to receive e-mail reminders; 18 in the cell phone group and 11 in the e-mail group used the system. Compared to the e-mail group, users in the cell phone group received more reminders (180.4 vs. 106.6 per user) and responded with BG results significantly more often (30.0 vs. 6.9 per user, P = 0.04). During the first month cell phone users submitted twice as many BGs as e-mail users (27.2 vs. 13.8 per user); by month 3, usage waned. Conclusions: Cell phone text messaging to promote BG monitoring is a viable and acceptable option in adolescents and young adults with diabetes. However, maintaining interest levels for prolonged intervals remains a challenge.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/78128/1/dia.2008.0022.pd
Factor Zoo (.zip)
The number of factors allegedly driving the cross-section of stock returns has grown steadily over time. We explore how much this âfactor zooâ can be compressed, focusing on explaining the available alpha rather than the covariance matrix of factor returns. Our findings indicate that about 15 factors are enough to span the entire factor zoo. This evidence suggests that many factors are redundant but also that merely using a handful of factors, as in common asset pricing models, is insufficient. While the selected factor styles remain persistent, the specific style representatives vary over time, underscoring the importance of continuous factor innovation
Baseline body mass index among children and adults undergoing allogeneic hematopoietic cell transplantation: clinical characteristics and outcomes
Obesity is an important public health problem that may influence the outcomes of hematopoietic cell transplantation (HCT). We studied 898 children and adults receiving first-time allogeneic hematopoietic stem cell transplants between 2004 and 2012. Pre-transplant body mass index (BMI) was classified as underweight, normal weight, overweight, or obese using the WHO classification, or age-adjusted BMI percentiles for children. The study population was predominantly Caucasian, and the median age was 51 years (5 months â 73 years). The cumulative 3-year incidence of non-relapse mortality (NRM) in underweight, normal weight, overweight, and obese patients was 20%, 19%, 20%, and 33%, respectively. Major causes of NRM were acute and chronic graft-versus-host disease (GVHD). The corresponding incidence of relapse was 30%, 41%, 37%, and 30%, respectively. Three-year overall survival was 59%, 48%, 47%, and 43%, respectively. Multivariate analysis showed that obesity was associated with higher NRM (HR 1.43, p=0.04), and lower relapse (HR 0.65, p=0.002). Pre-transplant plasma levels of ST2 and TNFR1 biomarkers were significantly higher in obese compared with normal weight patients (p=0.04 and p=0.05, respectively). The increase in NRM observed in obese patients was partially offset by lower incidence of relapse with no difference in overall survival
Rapid reduction of central line infections in hospitalized pediatric oncology patients through simple quality improvement methods
Background Pediatric hematologyâoncology (PHO) patients are at significant risk for developing central lineâassociated bloodstream infections (CLAâBSIs) due to their prolonged dependence on such catheters. Effective strategies to eliminate these preventable infections are urgently needed. In this study, we investigated the implementation of bundled central line maintenance practices and their effect on hospitalâacquired CLAâBSIs. Materials and Methods CLAâBSI rates were analyzed within a singleâinstitution's PHO unit between January 2005 and June 2011. In May 2008, a multidisciplinary quality improvement team developed techniques to improve the PHO unit's safety culture and implemented the use of catheter maintenance practices tailored to PHO patients. Data analysis was performed using timeâseries methods to evaluate the preâ and postâintervention effect of the practice changes. Results The preâintervention CLAâBSI incidence was 2.92 per 1,000âpatient days (PD) and coagulaseânegative Staphylococcus was the most prevalent pathogen (29%). In the postâintervention period, the CLAâBSI rate decreased substantially (45%) to 1.61 per 1,000âPD ( P â<â0.004). Early on, blood and marrow transplant (BMT) patients had a threefold higher CLAâBSI rate compared to nonâBMT patients ( P â<â0.033). With additional infection control countermeasures added to the bundled practices, BMT patients experienced a larger CLAâBSI rate reduction such that BMT and nonâBMT CLAâBSI rates were not significantly different postâintervention. Conclusions By adopting and effectively implementing uniform maintenance catheter care practices, learning multidisciplinary teamwork, and promoting a culture of patient safety, the CLAâBSI incidence in our study population was significantly reduced and maintained. Pediatr Blood Cancer 2013;60:262â269. © 2012 Wiley Periodicals, Inc.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/95163/1/24187_ftp.pd
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The Need to Be Sure About CUREs: Discovery and Relevance as Critical Elements of CUREs for Nonmajors.
To the Editor,
We read with interest the recently published paper from Ballen and colleagues (1), who indicated that discovery and relevance may be insignificant components of course-based undergraduate research experiences (CUREs) for nonbi-ology majors. We appreciate the authors for addressing this important topic because there is a need for empirical evidence to shed light on design features that are hypoth-esized to make CUREs distinctive as learning experiences (2). We write this letter in this spirit of collegial exchange and with the aim of promoting further investigation on how CURE instruction influences the learning and development of diverse students. In doing so, we also respectfully submit our opinion that the claims made by Ballen and colleagues overstate the evidence they present and potentially mislead readers in judging the importance of discovery and relevance to CUREs
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Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification
Abstract
Background
Numbers and numerical concepts appear frequently in free text clinical notes from electronic health records. Knowledge of the frequent lexical variations of these numerical concepts, and their accurate identification, is important for many information extraction tasks. This paper describes an analysis of the variation in how numbers and numerical concepts are represented in clinical notes.
Methods
We used an inverted index of approximately 100 million notes to obtain the frequency of various permutations of numbers and numerical concepts, including the use of Roman numerals, numbers spelled as English words, and invalid dates, among others. Overall, twelve types of lexical variants were analyzed.
Results
We found substantial variation in how these concepts were represented in the notes, including multiple data quality issues. We also demonstrate that not considering these variations could have substantial real-world implications for cohort identification tasks, with one case missing >â80% of potential patients.
Conclusions
Numbering within clinical notes can be variable, and not taking these variations into account could result in missing or inaccurate information for natural language processing and information retrieval tasks.https://deepblue.lib.umich.edu/bitstream/2027.42/148519/1/12911_2019_Article_784.pd
Transition and Reflection in the Use of Health Information: The Case of Pediatric Bone Marrow Transplant Caregivers
ABSTRACT The impact of health information on caregivers is of increasing interest to HCI/CSCW in designing systems to support the social and emotional dimensions of managing health. Drawing on an interview study, as well as corroborating data including a multi-year ethnography, we detail the practices of caregivers (particularly parents) in a bone marrow transplant (BMT) center. We examine the interconnections between information and emotion work performed by caregivers through a liminal lens, highlighting the BMT experience as a time of transition and reflection in which caregivers must quickly adapt to the new social world of the hospital and learn to manage a wide range of patient needs. The transition from parent to 'caregiver' is challenging, placing additional emotional burdens on the intensive information work for managing BMT. As a time of reflection, the BMT experience also provides an occasion for generative thinking and alternative approaches to health management. Our study findings call for health systems that reflect a design paradigm focused on 'transforming lives' rather than 'transferring information.' Autho
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Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification
Background
Numbers and numerical concepts appear frequently in free text clinical notes from electronic health records. Knowledge of the frequent lexical variations of these numerical concepts, and their accurate identification, is important for many information extraction tasks. This paper describes an analysis of the variation in how numbers and numerical concepts are represented in clinical notes.
Methods
We used an inverted index of approximately 100 million notes to obtain the frequency of various permutations of numbers and numerical concepts, including the use of Roman numerals, numbers spelled as English words, and invalid dates, among others. Overall, twelve types of lexical variants were analyzed.
Results
We found substantial variation in how these concepts were represented in the notes, including multiple data quality issues. We also demonstrate that not considering these variations could have substantial real-world implications for cohort identification tasks, with one case missing >â80% of potential patients.
Conclusions
Numbering within clinical notes can be variable, and not taking these variations into account could result in missing or inaccurate information for natural language processing and information retrieval tasks
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