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Treatment Level and Store Level Analyses of Healthcare Data

Kaiwen Wang, Jiehui Ding, Kristen R. Lidwell, Scott Manski, Gee Y. Lee, Emilio Xavier Esposito
2019 Risks  
The presented research discusses general approaches to analyze and model healthcare data at the treatment level and at the store level. The paper consists of two parts: (1) a general analysis method for store-level product sales of an organization and (2) a treatment-level analysis method of healthcare expenditures. In the first part, our goal is to develop a modeling framework to help understand the factors influencing the sales volume of stores maintained by a healthcare organization. In the
more » ... econd part of the paper, we demonstrate a treatment-level approach to modeling healthcare expenditures. In this part, we aim to improve the operational-level management of a healthcare provider by predicting the total cost of medical services. From this perspective, treatment-level analyses of medical expenditures may help provide a micro-level approach to predicting the total amount of expenditures for a healthcare provider. We present a model for analyzing a specific type of medical data, which may arise commonly in a healthcare provider's standardized database. We do this by using an extension of the frequency-severity approach to modeling insurance expenditures from the actuarial science literature.
doi:10.3390/risks7020043 fatcat:dwipf7435bhy5i75lr6qp4bapu

Practical Techniques to Adapt Surgical Resident Education to the COVID-19 Era

Taylor M. Coe, Kristen M Jogerst, Naomi M. Sell, Douglas J. Cassidy, Chalerm Eurboonyanun, Denise Gee, Roy Phitayakorn, Emil Petrusa
2020 The Journal of craniofacial surgery (Print)  
doi:10.1097/sla.0000000000003993 pmid:32355118 pmcid:PMC7224618 fatcat:bqsbchxjybdc7lilprygyqka7u

Case Report: A Fatal Case of Latent Melioidosis Activated by COVID-19

Uday Gulati, Ananya C. Nanduri, Prateek Juneja, David Kaufman, Mindy G. Elrod, Cari B. Kolton, Jay E. Gee, Kristen Garafalo, David D. Blaney
2022 American Journal of Tropical Medicine and Hygiene  
Melioidosis, endemic in Southeast Asia and Northern Australia, is an uncommon but frequently fatal opportunistic infection caused by the Gram-negative saprophyte Burkholderia pseudomallei. We describe the first reported case of activation of latent melioidosis concurrent with COVID-19-associated lymphopenia and neutropenia in the setting of poorly controlled diabetes. A 43-year-old HIV-positive, diabetic man presented to the emergency department with persistent chills and progressive dyspnea.
more » ... was admitted for hypoxia. Chest X-ray showed bilateral parenchymal infiltrates suspicious for COVID-19. Shortly after admission, he became acutely encephalopathic, had a generalized seizure, and was transferred to the intensive care unit after intubation. Further workup showed severe neutropenia and lymphopenia. The patient received empiric antimicrobial coverage and was found to be severe acute respiratory syndrome coronavirus 2 positive. He deteriorated rapidly with refractory shock and persistent hypoxemia, and died 40 hours after admission. Blood cultures and sputum cultures obtained via bronchoalveolar lavage returned positive for Burkholderia pseudomallei. Given confirmed compliance with antiretrovirals, stable CD4 counts, and no recent foreign travel, the patient likely contracted the B. pseudomallei infection from travel to Southeast Asia many years prior and only became symptomatic after succumbing to severe acute respiratory syndrome coronavirus 2 infection. This case highlights the importance of considering activation of latent opportunistic infections by COVID-19 in immunocompromised patients.
doi:10.4269/ajtmh.21-0689 pmid:35114640 pmcid:PMC8991333 fatcat:ozk5huxhpzdz3gn64idv7nr2xa

Comparing Cognitive Interviewing and Psychometric Methods to Evaluate a Racial/Ethnic Discrimination Scale

Bryce B. Reeve, Gordon Willis, Salma N. Shariff-Marco, Nancy Breen, David R. Williams, Gilbert C. Gee, Margarita Alegría, David T. Takeuchi, Martha Stapleton, Kerry Y. Levin, Gordon B. Willis, Kristen Miller
2011 Field Methods  
unidimensional construct (Williams et al. 1997 ) and the single-factor structure was confirmed in a follow-up study (Kessler et al. 1999 ) and measured as a single construct in another multirace/ethnic study (Gee  ... 
doi:10.1177/1525822x11416564 pmid:29887759 pmcid:PMC5993448 fatcat:e6vbutnmfnecrdlrpvxl46iuee

COVID-19 Contact-Tracing Mobile Apps: Evaluation and Assessment for Decision Makers [article]

Ramesh Raskar, Greg Nadeau, John Werner, Rachel Barbar, Ashley Mehra, Gabriel Harp, Markus Leopoldseder, Bryan Wilson, Derrick Flakoll, Praneeth Vepakomma, Deepti Pahwa, Robson Beaudry (+12 others)
2020 arXiv   pre-print
A number of groups, from governments to non-profits, have quickly acted to innovate the contact-tracing process: they are designing, building, and launching contact-tracing apps in response to the COVID-19 crisis. A diverse range of approaches exist, creating challenging choices for officials looking to implement contact-tracing technology in their community and raising concerns about these choices among citizens asked to participate in contact tracing. We are frequently asked how to evaluate
more » ... d differentiate between the options for contact-tracing applications. Here, we share the questions we ask about app features and plans when reviewing the many contact-tracing apps appearing on the global stage.
arXiv:2006.05812v1 fatcat:owzjgsgbl5a4hpvdbzedqjyp74

Finished Annotated Genome Sequence of Burkholderia pseudomallei Strain Bp1651, a Multidrug-Resistant Clinical Isolate

Julia V. Bugrysheva, David Sue, Janetta Hakovirta, Vladimir N. Loparev, Kristen Knipe, Scott A. Sammons, Satishkumar Ranganathan-Ganakammal, Shankar Changayil, Ganesh Srinivasamoorthy, Michael R. Weil, Roman L. Tatusov, Jay E. Gee (+3 others)
2015 Genome Announcements  
Burkholderia pseudomallei strain Bp1651, a human isolate, is resistant to all clinically relevant antibiotics. We report here on the finished genome sequence assembly and annotation of the two chromosomes of this strain. This genome sequence may assist in understanding the mechanisms of antimicrobial resistance for this pathogenic species.
doi:10.1128/genomea.01427-15 pmid:26634765 pmcid:PMC4669406 fatcat:uultdx6ghzbbfbbsl7gy2d24ti

Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data

Anthony L. Vaccarino, Moyez Dharsee, Stephen Strother, Don Aldridge, Stephen R. Arnott, Brendan Behan, Costas Dafnas, Fan Dong, Kenneth Edgecombe, Rachad El-Badrawi, Khaled El-Emam, Tom Gee (+14 others)
2018 Frontiers in Neuroinformatics  
Such custom extensions were started in the Stroke Patient Recovery Research Database (SPReD) (Gee et al., 2010) and extended within Brain-CODE so that the neuroimaging component is referred to as SPReD  ...  storage requirements of multiple large scale research programs, while enabling secure and seamless open access data sharing and analysis, which includes a combined processing performance of 5 TFLOPS (Gee  ... 
doi:10.3389/fninf.2018.00028 pmid:29875648 pmcid:PMC5974337 fatcat:cy4pgx25gvezjmq37ibolvzrk4

Reliability of an fMRI paradigm for emotional processing in a multisite longitudinal study

Dylan G. Gee, Sarah C. McEwen, Jennifer K. Forsyth, Kristen M. Haut, Carrie E. Bearden, Jean Addington, Bradley Goodyear, Kristin S. Cadenhead, Heline Mirzakhanian, Barbara A. Cornblatt, Doreen Olvet, Daniel H. Mathalon (+12 others)
2015 Human Brain Mapping  
., 2008; Gee et al., 2012; Hariri et al., 2000; Lieberman et al., 2007] , which was selected for several empirical reasons.  ...  task's widespread use with both healthy controls [Creswell et al., 2007; Lieberman et al., 2007; Payer et al., 2012] and clinical populations to date [Fakra et al., 2008; Foland-Ross et al., 2012; Gee  ... 
doi:10.1002/hbm.22791 pmid:25821147 pmcid:PMC4478164 fatcat:voizasgkgfckjhfkgqoovsqpaa

Anatomical Structures, Cell Types, and Biomarkers Tables Plus 3D Reference Organs in Support of a Human Reference Atlas [article]

Katy Borner, Sarah A. Teichmann, Ellen M. Quardokus, James Gee, Kristen Browne, David Osumi-Sutherland, Bruce W. Herr, Andreas Bueckle, Hrishikesh Paul, Muzlifah A. Haniffa, Laura Jardine, Amy Bernard (+24 others)
2021 bioRxiv   pre-print
This paper reviews efforts across 16 international consortia to construct human anatomical structures, cell types, and biomarkers (ASCT+B) tables and three-dimensional reference organs in support of a Human Reference Atlas. We detail the ontological descriptions and spatial three-dimensional anatomical representations together with user interfaces that support the registration and exploration of human tissue data. Four use cases are presented to demonstrate the utility of ASCT+B tables for advancing biomedical research and improving health.
doi:10.1101/2021.05.31.446440 fatcat:l6qtewfxyzhx5jcuiuxptlpn5m

Page 24 of Guernsey Breeders' Journal Vol. 183, Issue 2 [page]

2014 Guernsey Breeders' Journal  
Poseise} yf Gtistaims ARKETING SER ez SUS f ube ST pIova jes pists pao pe ee WS bs Gee) Guernsey Breeders’ Journal — March 2014 LUCKYVALE YOGI KIARA VG-88 2-07 365D 20,880M 3.7% 768F 3.3% 687P HM AA Fall  ...  Paul, Cindy, Jean, Robert, Kristen & Kathleen 7723 Rt. 20, Sangerfield, NY | Ph: 315.841.3370 BLUE MOONS L DARBY Unanimous All-American Winter Calf 1st Winter Calf, Best B&O & Reserve Junior Champion NGS-Madsion  ... 

Page 91 of Interpretation Vol. 49, Issue 1 [page]

1995 Interpretation  
Major Book Reviews [HENDRICKSON Be E.t So ee Gee CREATOR AND CREATION | Nature in the Worldview of Ancient Israel | RONALD A.  ...  Paper « $9.95 « September, 1994 aye Sprading | READING NEW TESTAMENT GREEK NewTESt\MENT | Complete Word Lists and Reader’s Guide PKé....--| BERNARD BRANDON SCOTT, MARGARET DEAN, KRISTEN SPARKS, FRANCES  ... 

INTERAKSI SOSIAL DALAM PENDEKATAN SAINTIFIK KURIKULUM 2013 (Studi Kasus di SMA Kristen Pelita Kasih Makassar)

Maria Inmakulata Boina, Mansyur Radjab, Sakaria Sakaria
2021 Hasanuddin Journal of Sociology  
perspektif Teori Konstruksi Sosial Bergerian, bertujuan untuk: (1) mengetahui aspek interaksi sosial di dalam proses internalisasi, eksternalisasi, dan obyektifikasi pendekatan saintifik K-13 di SMA Kristen  ...  Hasil penelitian menunjukkan bahwa (1) terjadi interaksi sosial yang intens di dalam proses pengkonstruksian pendekatan saintifik K-13 di SMA Kristen Pelita Kasih; (2) telah diidentifikasi beberapa faktor  ...  , di sisi lain" (Gee, 2001, p. 714) .  ... 
doi:10.31947/hjs.vi.9109 fatcat:pz623lejbbeannmgu3pdkhxjlq

Page 740 of Astronomy and Astrophysics Vol. 313, Issue 3 [page]

1996 Astronomy and Astrophysics  
Kristen: Hydrodynamical simulations of the barred spiral galaxy NGC 1300 4 A i -200 —100 =a fae 200 ! 100 (b) -100 FP gee n 100 Fig. 8a and b.  ... 

Page 595 of National Union Catalog Vol. 41, Issue [page]

1963 National Union Catalog  
Djakarta, Badan Penerbit Kristen ;195-?) Pandji Tisna, I Gusti Njoman, 1908- I Made Widiadi; kembali kepada Tuhan ,oleh, Anak Agung Pandji Tisna. Djakarta, Badan Penerbit Kristen ;195-?, 499 p. 16cm.  ...  Papdita, Keéava Mohanirija. cfirgra aetet caf. ters Sere atetrera afer. 2. arefir. fre, Gee aed weeiwgres, 1965, 427. 2hem (Rag red we-twgrearen efrgra deter dead WeATeT, %. 6) In Marathi 1.  ... 

MENDALAMI GELAR-GELAR SANTA PERAWAN MARIA BUNDA ALLAH DALAM PENGAKUAN DAN AJARAN FRANSISKUS

Philipus Benitius Metom
2020 Lumen Veritatis Jurnal Filsafat dan Teologi  
Lumen Fidei membahas tentang iman Kristen yang berperan penting dalam kehidupan orang beriman di tengah pergulatan di dunia. Terang iman Kristen hendaknya dapat menerangi semua orang di dunia.  ...  Dia tidak membiarkan kita tetap jatuh dan kadang- kadang dia membawa kita ke dalam pelukannya tanpa menghakimi kita (GeE 176).  ... 
doi:10.30822/lumenveritatis.v11i1.697 fatcat:kzy6kbvslzcqplynek3la5cjye
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