Chief complaint classification with recurrent neural networks

Authors: Lee, Scott H, Levin, Drew, Finley, Pat, Heilig, Charles M

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1805.07574

A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder

Authors: Lee, Scott H, Maenner, Matthew J, Heilig, Charles M

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1804.06223

Using Machine Learning Techniques and National Tuberculosis Surveillance Data to Predict Excess Growth in Genotyped Tuberculosis Clusters

Authors: Althomsons, Sandy P, Winglee, Kathryn, Heilig, Charles M, Talarico, Sarah, Silk, Benjamin, Wortham, Jonathan, Hill, Andrew N, Navin, Thomas R

Source: American journal of epidemiology. 191(11):1936-1943

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100163909503.0x000001&indx=1&recIds=ETOCvdc_100163909503.0x000001

Menstrual irregularities and vaginal bleeding after COVID-19 vaccination reported to v-safe active surveillance, USA in December, 2020–January, 2022: an observational cohort study

Authors: Wong, Karen K ^*, Heilig, Charles M, Hause, Anne, Myers, Tanya R, Olson, Christine K, Gee, Julianne, Marquez, Paige, Strid, Penelope, Shay, David K

Source: In The Lancet Digital Health September 2022 4(9):e667-e675

Optimizing drug inventory management with a web-based information system: The TBTC Study 31/ACTG A5349 experience

Authors: Scott, Nigel A., Lee, Kara K., Sadowski, Claire, Kurbatova, Ekaterina V., Goldberg, Stefan V., Nsubuga, Pheona, Kitshoff, Rene, Whitelaw, Colleen, Thuy, Hanh Nguyen, Batra, Kumar, Allen-Blige, Cynthia, Davis, Howard, Kim, Jay, Phan, Mimi, Fedrick, Pamela, Chiu, Kuo Wei, Heilig, Charles M., Sizemore, Erin

Source: In Contemporary Clinical Trials June 2021 105

Principal component analysis of the Serological response to Plasmodium Falciparum using a Multiplex bead-based assay in Nigeria.

Authors: Schultz, Jonathan S., Okoli, Mary, Lee, Scott, Leonard, Colleen M., Sayre, Dean, Heilig, Charles M., Uhomoibhi, Perpetua, Ogunniyi, Abiodun, Ndodo, Nnaemeka, Mba, Nwando, Abubakar, Ado G., Akinmulero, Oluwaseun, Dawurung, Ayuba B., Okoye, McPaul, Iriemenam, Nnaemeka C., Plucinski, Mateusz, Steinhardt, Laura, Rogier, Eric, Ihekweazu, Chickwe

Source: Scientific Reports; 12/28/2024, Vol. 14 Issue 1, p1-12, 12p

Subject Terms: PRINCIPAL components analysis, MEDICAL sciences, IMMUNOGLOBULIN G, PLASMODIUM falciparum, INFECTIOUS disease transmission

Mycobacterium tuberculosis bloodstream infection prevalence, diagnosis, and mortality risk in seriously ill adults with HIV: a systematic review and meta-analysis of individual patient data

Authors: Barr, David A ^*, Lewis, Joseph M, Feasey, Nicholas, Schutz, Charlotte, Kerkhoff, Andrew D, Jacob, Shevin T, Andrews, Ben, Kelly, Paul, Lakhi, Shabir, Muchemwa, Levy, Bacha, Helio A, Hadad, David J, Bedell, Richard, van Lettow, Monique, Zachariah, Rony, Crump, John A, Alland, David, Corbett, Elizabeth L, Gopinath, Krishnamoorthy, Singh, Sarman, Griesel, Rulan, Maartens, Gary, Mendelson, Marc, Ward, Amy M, Parry, Christopher M, Talbot, Elizabeth A, Munseri, Patricia, Dorman, Susan E, Martinson, Neil, Shah, Maunank, Cain, Kevin, Heilig, Charles M, Varma, Jay K, von Gottberg, Anne, Sacks, Leonard, Wilson, Douglas, Squire, S Bertel, Lalloo, David G, Davies, Gerry, Meintjes, Graeme

Source: In The Lancet Infectious Diseases June 2020 20(6):742-752

High-dose rifapentine with or without moxifloxacin for shortening treatment of pulmonary tuberculosis: Study protocol for TBTC study 31/ACTG A5349 phase 3 clinical trial

Authors: Dorman, Susan E., Nahid, Payam, Kurbatova, Ekaterina V., Goldberg, Stefan V., Bozeman, Lorna, Burman, William J., Chang, Kwok-Chiu, Chen, Michael, Cotton, Mark, Dooley, Kelly E., Engle, Melissa, Feng, Pei-Jean, Fletcher, Courtney V., Ha, Phan, Heilig, Charles M., Johnson, John L., Lessem, Erica, Metchock, Beverly, Miro, Jose M., Nhung, Nguyen Viet, Pettit, April C., Phillips, Patrick P.J., Podany, Anthony T., Purfield, Anne E., Robergeau, Kathleen, Samaneka, Wadzanai, Scott, Nigel A., Sizemore, Erin, Vernon, Andrew, Weiner, Marc, Swindells, Susan, Chaisson, Richard E.

Source: In Contemporary Clinical Trials March 2020 90

Chief complaint classification with recurrent neural networks

Authors: Lee, Scott H., Levin, Drew, Finley, Patrick D., Heilig, Charles M.

Source: In Journal of Biomedical Informatics May 2019 93

Tuberculosis disease and infection among household contacts of bacteriologically confirmed and non‐confirmed tuberculosis patients

Authors: Warria, Ken, Nyamthimba, Peter, Chweya, Alex, Agaya, Janet, Achola, Millicent, Reichler, Mary, Cowden, Jessica, Heilig, Charles M., Borgdorff, Martien W., Cain, Kevin P., Yuen, Courtney M.

Source: Tropical medicine & international health. 25(6):695-701

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100107733676.0x000001&indx=1&recIds=ETOCvdc_100107733676.0x000001

Opioid Prescribing Rates in Nonmetropolitan and Metropolitan Counties Among Primary Care Providers Using an Electronic Health Record System — United States, 2014–2017

Authors: García, Macarena C., Heilig, Charles M., Lee, Scott H., Faul, Mark, Guy, Gery, Iademarco, Michael F., Hempstead, Katherine, Raymond, Dorrie, Gray, Josh

Source: Morbidity and Mortality Weekly Report, 2019 Jan . 68(2), 25-30.

Access URL: https://www.jstor.org/stable/26588551

Using Formative Research to Develop A Context-Specific Approach to Informed Consent for Clinical Trials

Authors: Corneli, Amy L., Bentley, Margaret E., Sorenson, James R., Henderson, Gail E., van der Horst, Charles, Moses, Agnes, Nkhoma, Jacqueline, Tenthani, Lyson, Ahmed, Yusuf, Heilig, Charles M., Jamieson, Denise J.

Source: Journal of Empirical Research on Human Research Ethics: An International Journal, 2006 Dec . 1(4), 45-60.

Access URL: https://www.jstor.org/stable/10.1525/jer.2006.1.4.45

Effect of HIV Infection on Atypical Squamous Cells of Undetermined Significance

Authors: Duerr, Ann, Jamieson, Denise J., Heilig, Charles M., Klein, Robert S.

Source: Clinical Infectious Diseases, 2006 Mar . 42(6), 855-861.

Access URL: https://www.jstor.org/stable/4463726

Extending McNemar's Test: Estimation and Inference When Paired Binary Outcome Data Are Misclassified

Authors: Lyles, Robert H., Williamson, John M., Lin, Hung-Mo, Heilig, Charles M.

Source: Biometrics, 2005 Mar 01. 61(1), 287-294.

Access URL: https://www.jstor.org/stable/3695674

Is daily mortality associated specifically with fine particles? Data reconstruction and replication of analyses.

Authors: Klemm, Rebecca J., Mason, Robert M. Jr, Heilig, Charles M.

Source: Journal of the Air & Waste Management Association (Air & Waste Management Association); July 2000, Vol. 50 Issue 7, p1215-1222, 8p

Sputum culture conversion as a prognostic marker for end-of-treatment outcome in patients with multidrug-resistant tuberculosis: a secondary analysis of data from two observational cohort studies

Authors: Kurbatova, Ekaterina V, Cegielski, J Peter, Lienhardt, Christian, Akksilp, Rattanawadee, Bayona, Jaime, Becerra, Mercedes C, Caoili, Janice, Contreras, Carmen, Dalton, Tracy, Danilovits, Manfred, Demikhova, Olga V, Ershova, Julia, Gammino, Victoria M, Gelmanova, Irina, Heilig, Charles M, Jou, Ruwen, Kazennyy, Boris, Keshavjee, Salmaan, Kim, Hee Jin, Kliiman, Kai, Kvasnovsky, Charlotte, Leimane, Vaira, Mitnick, Carole D, Quelapio, Imelda, Riekstina, Vija, Smith, Sarah E, Tupasi, Thelma, van der Walt, Martie, Vasilyeva, Irina A, Via, Laura E, Viiklepp, Piret, Volchenkov, Grigory, Walker, Allison Taylor, Wolfgang, Melanie, Yagui, Martin, Zignol, Matteo

Source: In The Lancet Respiratory Medicine March 2015 3(3):201-209

What is the most reliable solid culture medium for tuberculosis treatment trials?

Authors: Joloba, Moses L., Johnson, John L., Feng, Pei-Jean I., Bozeman, Lorna, Goldberg, Stefan V., Morgan, Karen, Gitta, Phineas, Boom, Henry W., Heilig, Charles M., Mayanja-Kizza, Harriet, Eisenach, Kathleen D.

Source: In Tuberculosis May 2014 94(3):311-316

How we determined the most reliable solid medium for studying treatment of tuberculosis

Authors: Heilig, Charles M., Feng, Pei-Jean I., Joloba, Moses L., Johnson, John L., Morgan, Karen, Gitta, Phineas, Boom, W. Henry, Mayanja-Kizza, Harriet, Eisenach, Kathleen D., Bozeman, Lorna, Goldberg, Stefan V.

Source: In Tuberculosis May 2014 94(3):317-322

Substitution of Rifapentine for Rifampin During Intensive Phase Treatment of Pulmonary Tuberculosis: Study 29 of the Tuberculosis Trials Consortium

Authors: Tuberculosis Trials Consortium, Dorman, Susan E., Goldberg, Stefan, Stout, Jason E., Muzanyi, Grace, Johnson, John L., Weiner, Marc, Bozeman, Lorna, Heilig, Charles M., Feng, Pei-Jean, Moro, Ruth, Narita, Masahiro, Nahid, Payam, Ray, Susan, Bates, Edward, Haile, Betial, Nuermberger, Eric L., Vernon, Andrew, Schluger, Neil W.

Source: The Journal of Infectious Diseases, 2012 Oct 01. 206(7), 1030-1040.

Access URL: http://dx.doi.org/10.1093/infdis/jis461

Seasonality of Tuberculosis in the United States, 1993—2008

Authors: Willis, Matthew D., Winston, Carla A., Heilig, Charles M., Cain, Kevin P., Walter, Nicholas D., Mac Kenzie, William R.

Source: Clinical Infectious Diseases, 2012 Jun 01. 54(11), 1553-1560.

Access URL: http://dx.doi.org/10.1093/cid/cis235