Patricia Kovatch

2024

A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19

Oh, W., Jayaraman, P., Tandon, P., Chaddha, U. S., Kovatch, P., Charney, A. W., Glicksberg, B. S. & Nadkarni, G. N., Feb 2024, In: Artificial Intelligence in Medicine. 148, 102750.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension

Gulamali, F., Jayaraman, P., Sawant, A. S., Desman, J., Fox, B., Chang, A., Soong, B. Y., Arivazagan, N., Reynolds, A. S., Duong, S. Q., Vaid, A., Kovatch, P., Freeman, R., Hofer, I. S., Sakhuja, A., Dangayach, N. S., Reich, D. S., Charney, A. W. & Nadkarni, G. N., Dec 2024, In: npj Digital Medicine. 7, 1, 233.

Research output: Contribution to journal › Article › peer-review

Open Access

Local large language models for privacy-preserving accelerated review of historic echocardiogram reports

Vaid, A., Duong, S. Q., Lampert, J., Kovatch, P., Freeman, R., Argulian, E., Croft, L., Lerakis, S., Goldman, M., Khera, R. & Nadkarni, G. N., 1 Sep 2024, In: Journal of the American Medical Informatics Association : JAMIA. 31, 9, p. 2097-2102 6 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Measurement of circulating viral antigens post-SARS-CoV-2 infection in a multicohort study

Swank, Z., Borberg, E., Chen, Y., Senussi, Y., Chalise, S., Manickas-Hill, Z., Yu, X. G., Li, J. Z., Alter, G., Henrich, T. J., Kelly, J. D., Hoh, R., Goldberg, S. A., Deeks, S. G., Martin, J. N., Peluso, M. J., Talla, A., Li, X., Skene, P. & Bumol, T. F. & 1,255 others, Torgerson, T. R., Czartoski, J. L., McElrath, M. J., Karlson, E. W., Walt, D. R., Abraham, R., Ager, A., Aguilar, F. A., Ahmadi-Izad, G., Ahmed, D. R., Alvarez, A., Anderson, B., Asencios, W. D., Atha, M., Beaty, C. L., Bedi, B., Berry, J. A., Boone, D., Bower, M., Bremner, J. D., Brent, C., Brown-Smith, K. A., Bull, R., Bush, P. A., Capo, G., Carl-Igwe, K., Chitadze, C., Chukwumerije, N., Clyburn, E., Collins, S., Costello, J., Couture, G., Craft, A., Cribbs, S. K., Cui, X., Dandy, A., Rio, C. D., Jasarevic, R., Detelich, J. F., Dixon, C., Dow, J., Doyle, D. A., Elchommali, J., Ibeawuchi, C., Elsey, I., Fineman, R., Francis, A. G., Franks, N., Gallini, J., Gander, J. C., Gray, N., Grimes, A., Gutter, E., Han, J. E., Hang, T. P., Harding, J., Hernandez, L., Hewitt, L. N., Holloway, C., Hudgins, A. F., Huerta, C., Ifejika, C., Ingram, K. D., Javia, V. N., Jeter, M., Johnson, B., Joseph, Y., Juarez, M., Kajan, D., Khalil, L., Kirkpatrick, C. M., Kleinhenz, D., Kolailat, I., Koumanelis, A., Koumanelis, A., Kozoman, R., Krishnan, S., Lainez, J., Lawrence, B., Lee, M. A., Leon, J. D., Lew, V., Lewis, K. C., Litvack, M., Maroney, M., Maier, C. L., Makkaoui, N., Marconi, V. C., Martin, C. F., Martinez, M., Mbogo, L., McCaslin, A., McIntyre, J., Moanna, A., Montoya, M., Morales, E., Moran, C. A., Morgan-Billingslea, J., Murray, C., Nelson, R., Neuman, R. B., Nguyen, T., Ofotokun, I., Ojemakinde, E. I., Ojoawo, B., Osinski, E., Oviedo, S., Panganiban, B., Paredes-Gaitan, Y., Patzer, R. E., Pemu, P., Prude, M., Rahman, K., Ramakrishnan, G., Rebolledo, P. A., Roberts, M., Robinson, K., Rogers, C., Rouphael, N. G., Searles, C., Shah, A., Segall, M., Shaw, R. M., Silva, R., Simpson, C., Simpson-Derrell, K., Sirajud-Deen, T., Smith, V. E., Stringer, A., Stroud, J., Suthar, M. S., Sylber, C., Sylvera, A., Tanner, T., Teunis, L. J., Tolbert, M., Thomas, K. M., Thompson, S. G., Titanji, K., Toy, C., Traenkner, J., Truong, A., Unterberger, K., Vaccarino, V., Varney, K., Vyas, K., Vyas, K., Walker, T. A., Walkow, M., Wang, D., Wesley, T., Wiley, Z., Wimberly, E., Winston, J. R., Winter, T. J., Wongtrakool, C., Aikawa, M., Alba, G. A., Aung, T. N., Baden, L., Baslet, G., Bassett, I. V., Bennett, L., Bhattacharyya, S., Blazey-Martin, D., Buring, J., Cagnina, R. E., Chen, L. Q., Clark, C. R., Cohen, P., Collier, A. R., Czeisler, C., Duffy, E., Estill, P., Fong, T., Gay, E., Ghamloush, M., Ginns, L. C., Haack, M., Haas, J., Hamburg, N., Hauser, K. S., John, J., Jordan, M., Juelg, B. D., Kanjilal, D. G., Kim, A. Y., Klerman, E. B., Kobayashi, M., Kogelman, L., Lamas, D., Levy, B. D., Levy-Carrick, N., Lewis, G., Maley, J. H., Manson, J. A., Marathe, J. G., Mullington, J. M., O'Connor, G. T., Ojikutu, B., Perlis, R., Quintana, Y., Redline, S., Remis, E. J., Rosand, J., Sesso, H. D., Shaughnessy, L., Shepherd, F. M., Solomon, S., Sparks, J. A., Spencer, L. L., Stephenson, K., Systrom, D., Thomas, R. J., Min Thu, P. P., Ticotsky, A., Torres, R., Wallace, Z. S., Walt, D., Ward, H. D., Washko, G., Whittelsey, M., Wiener, R., Williams, C. T., Xerras, D., Zhang, H., Zionts, D., Armstrong, D., Binkley, S. E., Blackwell, K., Brown, T., Carton, T. W., Causey, A., Cook, F., Daniel, C. L., Datri, P., Domingo, J., Donahue, C., Eady, M., Edberg, J., Erdmann, N., Fuloria, J., Garcia-McClaney, N., Garner, M., Gillespie, M., Gray, B., Hagensee, M., Hall, W., Hansel, J., Hart, C., Hebson, C. L., Hidalgo, B., Holtzapfel, K., Jinright, A., Judd, S. E., Kennedy, T., Kirkwood, L., Leggio, C., Levitan, E. B., Maier, M., McCormack, P., Miele, L., Mitchell, K., Montgomery, A., Peralta-Carcelen, M., Perkins, A., Pilco, J. P., Powell, L., Shevin, R., Skipworth, S., Spurgeon, L., Sutherland, E., Tita, A. T., Trauth, A., Trotter, S., Van Deerlin, A., Ware, G., Weiser, S., Wilson, R., Woodruff, D., Wu, J., Young, M., Alemu, M., Anderson, J., Ashktorab, H., Brim, H., Chang, L., Chauhan, M., Cho, S., Durrani, S., Gentil, M. P., Goodman, K., Laiyemo, A. O., Lanke, G., Lebron, R., Maheshwari, A., Mehari, A., Nezamloo, A., Ngwa, J., Njoku, N., Ok, J., Sherif, Z. A., Solemani, A., Thuluvath, P., To, C., Spikes, L. A., James, J. A., Luciano Roman, C. A., Chow, D. C., Marshall, G. D., Dickinson, J. D., Hoover, S. E., Warren, D. E., Emery, I. F., Sukhera, F. I., Rosen, C. J., Greenway, F. L., Hodder, S. L., Shikuma, C. M., VanWagoner, T. M., Bardes, J. M., Kirwan, J. P., Wood, J. P., Whiteheart, S. W., Shellito, J., Roelke, T., Black, L., Tjarks, B., Fonseca, V., Gupta, S., Longo, M., Yang, M., MarGangcuangco, L., Bengtson, C., Castro, M., Howard, T., Garvy, B., Simmons, C., Garla, V., Kuebler, J., Nandi, U., Vasey, A., Bogie, A., Scott, J., Frontera, S. P., Bagur, J. S., Dominique-Villanueva, D., Juskowich, J., Reece, R., Sarwari, A., Aponte-Soto, L., Adams, D., Baker, A., Barbera, S., Basu, S., Bleasdale, S., Bolliger, D., Boyd, A. D., Boyineni, J., Breiter, T., Brown, D., Buhimschi, I. A., Carrithers, M. D., Certa, M., Chalamalla, R., Chebrolu, P., Chestek, D., Chessier, E., Cook, J. A., Cranford, S., Curry, H. L., Darbar, D., Dasgupta, R., Blakley, F. D., DeLisa, J. A., Del Rios, M., Diaz, M. Z., Diviak, K. R., Dixon, J., Donlon, M. F., Donohue, S. E., Dworkin, M. S., Edmonds, S., Ellison, A., Everett, E., Flanigan, C., Freedman, M. B., Gale, L., Gerald, L. B., Giles, W. H., Gordon, H. S., Hafner, J., Hammad, B., Hanson, K. A., Harris, P. C., Hartwig, K., Hasek, S., Hasse, W., Hendrickson, M., Hobbs, B., Hryniewicka, M., Hammerl, S., Hutton, R., Ibanez, A. L., Illendula, S. D., Ismail, N., Jain, A., Jennette, K. J., Kadubek, G., Kent, D., Kotini-Shah, P., Kelly, S. W., Kent, D. A., Kim, K. S., Kindred, E., Klein, J. D., Krishnan, J. A., Large, L., Lash, J., Lin, J. Y., Lu, J., Mahamed, A. M., Maholovich, P., Malchenko, S., Martinez, M., Mauntel-Medici, C., Madineni, A., McCauley, M., Menchaca, M., Mermelstein, R., Moreno, D. J., Morrissy, L., Muramatsu, N., Musick, H., Noland, S., Norwick, L., Novak, R. M., Olds, L., Ortiz, M., Patel, K., Perez, N. L., Pliskin, N. H., Pope, S., Prabhakar, B. S., Prasad, B., Predki, B., Prendergast, H. M., Quigley, J. G., Ramchandran, R., Ramirez, A., Rappe, S., Rehman, J., Rolon, C., Rowley, M., Rudraraju, G., Rutherfoord, M., Sader, S. B., Sculley, J. A., Smith-Mack, J., Swearingen, P., Stewart de Ramirez, S. A., Sudhindra, P., Sun, J., Tartt, N., Terlinde, T., Thompson, T., Vanden Hoek, T. L., Kelly, S. W., Villanueva, L., Welter, H., Woolley, B., Yazici, C., Charney, A. W., Kovatch, P., Merad, M., Nadkarni, G. N., Wisnivesky, J. P., Aberg, J. A., Ascolillo, S., Assenso, E., Bagiella, E., Bartram, L., Becker, J., Beckmann, N. D., Bendl, A., Chen, B. K., Civil, A., Dhar, K., Evo-Ortega, L., Fierer, D., Gallagher, E. J., Garcia-Sastre, A., Gnjatic, S., Guliyeva, S., Harvey-Ingram, L., Herrera-Moreno, J., Hill, M., Horowitz, C. R., Jackson, R., Kastrat, D., Lala-Trindade, A., Lin, J., Macaluso, N., Marcon, K., Meyer, D., Morinigo, J., Natelson, B. H., Nussenzweig, M., Padua, T., Putrino, D., Quazi, N., Ramos, M., Richardson, L., Russo, S., Seifert, A. C., Serri, A., Walker, J., Yee, M., Adolphi, N. L., Alekhina, N., Archuleta, D. A., Barlocker, J., Bateman, L., Bradfute, S. B., Brito, R., Bryan, T. W., Buck, K. E., Davis, D., Deakyne Davies, S. J., Decker, L. A., Elifritz, J., Erlandson, K. M., Facelli, J. C., Fudge, H. Z., Tran, H., Pitch, C., Feuerriegel, E. M., Ford, I., Friedman, N. P., Garcia-Soberanez, N. D., Gardner, E. M., Stringham, C., Ling, L., Gebremariam, T. H., Gentry, F. D., Gouripeddi, R., Graham, P., Gronert, E. G., Harkins, M. S., Hawkins, K. L., Hess, R., Johnny, J. D., Johnson, B. M., Jolley, S. E., Lloyd, J., Ludwig, K. R., Martinez, N. I., McCandless, S. A., Montoya, L. A., Oakes, J. L., Parada, A. N., Quinn, D. K., Raissy, H., Ramos, A., Reid, K. M., Reusch, J. E., Sheehan, E. B., Sokol, R. J., Treacher, I. S., Trinity, J. D., Truong, D. T., West, S. C., Molden, J., Sharareh, N., Weaver, L. J., Spivak, A. M., Brown, J. P., Shah, K. S., Pace, L. A., Scholand, M. B., Velinder, M., Cortez, M., Morimoto, S. S., Vernon, S. D., Lu, Y., Owen, M., Hermansen, J. A., Lindsay, A. M., Donohue, D. K., Garg, L., Wodushek, T., Higgins, J., Lockie, T., Brightman, M., Thurman, B., Powell, J. M., Freston, D. C., Medina, J. C., Aguirre, B., Anderson, J., Bair, T., Bosh, L., Evans, L., Garrett, C., Harris, D., Herrera, K., Horne, B. D., Juan, J., Knight, S., Knowlton, K., Leither, L., Maestas, H., May, H. T., Najarian, G., Woller, S. C., Zubal, S., Jensen, M. M., Webb, T., Iverson, L., Ayache, M., Baloi, A., Barnboym, E., Boldt, N., Bukulmez, H., Chesnick, H., Conrad, A., Consolo, M., Curtis, L., D'anza, B., DiFrancesco, K., Edminston, M., Eteshola, E., Gallagher, M., Gibson, K. S., Gordesky, L., Greenwood, C., Haghiac, M., Harris, P., Hernandez, C., Iqbal, S., Kaelber, D. C., Kaufman, E. S., Kennedy, O., Labbato, D., Lengu, K., Levert, A., Levin, J., Lowenthal, R., Mackin, B., Malakooti, S. K., McComsey, G. A., Minium, J., Mouchati, C., Oleson, C., Pearman, A., Hershey, M., Rivera, A., Rodgers, M., Rodgers, T., Roy, A., Russ, K., Scott, S., Sheth, N., Singer, N. G., Smith, B., Smith, C., Stancin, T., Temple, D., Tribout, M., Weinberger, E., Zhang, D., Zisis, S. N., Atieh, O., Yendewa, G., Baissary, J., Pettinato, K. I., Lim, J., Jacob, J., Adams, C., Tejani, V., Algren, H. A., Alicic, R., Baxter, J., Brennan, C., Caudill, A., Chen, P., Chopra, T., Chu, H. Y., Del Alcazar, J., Duven, A. M., Edmark, R., Emerson, S., Goldman, J. D., Gutierrez, V., Hadlock, J., Harteloo, A., Heath, J. R., Hood, S., Jackman, S., Kaneko, J., Kemp, M., Kim, C., Kuykendall, K., Li, S., Logue, J. K., Magis, A. T., Manner, P., Mason, C., McCaffrey, K., McDonald, C., McDonald, D., Murray, K. M., Nackviseth, C., Nguyen, H., Parimon, T., Poussier, R., Rowen, L., Satira, R., Torbati, S., Tuttle, K. R., Wallick, J. A., Yuan, D., Watanabe, K., Wilcox, L. E., Contreras, F., Dahlke, L., Gudipudi, L., Modes, M., Muttera, N., Salinas, N., Tadeo, J., White, S., Alvarado, S., Anderson, R., Arellanes, A., Barajas, R. A., Chauhan, S. P., Clarke, G. D., Farner, C. E., Fischer, M. S., Goldberg, M. P., Hasbani, K., Hastings, G., Heard, P., Herrera, I., Infante, E., Johnson, H., Jones, J., Kellogg, D. L., Kraig, E., Longoria, L., Nambiar, A. M., Okafor, E., Paredes, C. C., Patterson, T. F., Patterson, J. E., Pinones, A., Potter, J. S., Reeves, W. B., Saade, G. R., Salehi, M., Scholler, I., Seshadri, S., Shah, D. P., Shah, P., Sharma, K., Sharma, K., Soileau, B., Solis, P., Stoebner, C., Sullivan, M., Taylor, B. S., Tragus, R., Tsevat, J., Verduzco-Gutierrez, M., Ahuja, N., Blish, C. A., Blomkalns, A. L., Bonilla, H., Brotherton, R., Clinton, K., Dingankar, V., Geng, L. N., Go, M., Haddad, F., Jagannathan, P., Jamero, C., Jee, K., Jia, X. K., Khurana, N., Kumar, A., Maldonado, Y., Miglis, M. G., O'Conor, E., Olszewski, K., Pathak, D., Quintero, O., Scott, J., Singh, U., Urdaneta, A. E., Utz, P. J., Varkey, M. R., Saperia, C., Autry, L., Bime, C., Borwege, S., Copeland, J., DiLise-Russo, M., Ernst, K. C., Esquivel, D. R., Fadden, S., Gomez, I., Grischo, G., Hansen, L., Harris, D. T., Harris, S., Hartley, W., Hernandez, M., Hillier, L., Hsu, H., Hughes, T., Ismail, H., Iusim, S., James, M., Kala, M., Karnafel, M., Kim, D., Knox, K. S., Koleski, A., LaFleur, B., Lambert, B., LaRue, S., Lee-Iannotti, J. K., Lieberman, D., Lutrick, K., Merchant, N., Morton, C., Mosier, J. M., Murthy, G., Nikolich, J. Z., Olorunnisola, T., Parthasarathy, S., Peralta, J., Pilling, W., Pogreba-Brown, K., Reiman, E. M., Rischard, F. P., Ryan, L. T., Smith, T., Snyder, M., Soto, F., Subbian, V., Suhr, K., Unzek, S., Vadovicky, S., Velarde, D., Veres, S., Wilson, C., Anderson, G., Anglin, K., Argueta, U., Asare, K., Buitrago, M., Chang Song, C., Clark, A., Conway, E., Del Castillo, N., Deswal, M., Durstenfeld, M. S., Eilkhani, E., Eun, A., Fehrman, E., Figueroa, T., Flores, D., Grebe, H., Hsue, P., Huang, B., Ibrahim, R., Kelly, J. D., Kerbleski, M., Kirtikar, R., Lew, M. T., Lombardo, J., Lopez, M., Luna, M., Marquez, C., Munter, S., Ngo, L., Pineda-Ramirez, J., Rhoads, K., Rodriguez, A., Romero, J., Ryder, D., So, M., Somsouk, M., Tai, V., Tran, B., Uy, J., Valdivieso, D., Verma, D., Williams, M., Zamora, A., Newman, L. T., Abella, J., Barnette, Q., Bevc, C., Beverly, J., Ceger, P., Croxford, J., Enger, M., Fain, K., Farris, T., Hanlon, S., Hines, D., Johnson-Lawrence, V., Jordan, K., Lefebvre, C., Linas, B., Luukinen, B., Mandal, M., McKoy, N. J., Nance, S., Pasquarelli, D., Quiner, C., Sembajwe, R., Shaw, G., Thornburg, V., Tosco, K., Wright, H., Gross, R. S., Hochman, J. S., Horwitz, L. I., Katz, S. D., Troxel, A. B., Adler, L., Akinbo, P., Almenana, R., Aschalew, M., Balick, L., Bello, O., Bhuiyan, S., Blachman, N., Branski, R., Briscoe, J., Brosnahan, S., Bueler, E., Burgos, Y., Caplin, N., Chaplin, D., Chen, Y., Cheng, S., Choe, P., Choi, J., Chung, A., Church, R., Cobos, S., Croft, N., Irving, A. C., Del Boccio, P., Díaz, I., Divers, J., Doshi, V., Dreyer, B., Ebel, S., Esquenazi-Karonika, S., Faustin, A., Febres, E., Fine, J., Fink, S., Freeland, C., Frontera, J., Gallagher, R., Gonzalez-Duarte, A., Gross, R., Hasson, D., Hill, S., Hochman, J., Horwitz, L., Hossain, J., Islam, S., Jean, C. S., Johnson, S., Kansal, N., Katz, S., Kenney, R., Kershner, T., Kewlani, D., Kwak, J., Lamendola-Essel, M. F., Laury, S., Laynor, G., Lei, L., Leon, T., Linton, J., Logan, M., Malik, N., Mamistvalova, L., Mandel, H., Maranga, G., Mattoo, A., Mei, T., Mendelsohn, A., Mercier, E., Vernetti, P. M., Miller, M., Mitchell, M., Moreira, A., Mudumbi, P. C., Nahin, E., Nair, N., Nekulak, J., Owens, K., Parent, B., Patibandla, N., Petrov, P., Postelnicu, R., Pratt, F., Randall, I., Rao, P., Rapkiewicz, A., Rizzo, J. R., Rosas, J., Rose, C., Saint-Jean, C., Santacatterina, M., Shah, B., Shaukat, A., Simon, N., Simsir, A., Stinson, M., Tang, W., Tatapudi, V., Thawani, S., Thomas, M., Thorpe, L., Tom, M. L., Treiha, E., Troxel, A., Truong, J., Udosen, M., Valencia, C., Velazquez-Perez, J., Vernetti, P. M., Vidal, C., Viswanathan, A., Willerford, A., Williams, N., Wong, C., Wood, M. J., Wuller, S., Yin, S. H., Young, C., Zaretsky, J., Zavlunova, S., Ahirwar, S., Ahmed, S., Ainsworth, L. L., Atchley-Challenner, R., Avilach, P., Balan, T. T., Benik, N., Benoit, B., Bind, M. A. C., Bonaventura, W. J., Boutin, N., Brion, B., Cagan, A., Cai, T., Cao, T., Castro, V. M., Cerretani, X. R., Chan, J. G., Cheng, D., Chibnik, L. B., Ciriello, M., Costenbader, K., Dimitrov, D. S., Estiri, H., Fayad, M., Feldman, C. H., Foulkes, A., Gainer, V., Ghosh, B., Gollub, R., Guan, Z., Harris, A., Helmer, K., Hendrix, A., Holzbach, A., Huang, W., Kaufman, D., Keogh, D., Kerr, J. D., Klann, J. G., Krishnamoorthy, A., Lasky-Su, J. A., Liao, K. P., MacFadden, D., Maram, A., Martel, M. W., Mendis, M., Metta, R., Monteiro, J., Morales, E., Morse, R. E., Murphy, S., Nazaire, M. D., Neils, G., Nguyen, A. N., Norman, J., Paik, H. H., Pant, D., Park, H. K., Rabideau, D. J., Reeder, H. T., Rossi-Roh, K., Santacroce, L. M., Schlepphorst, K., Schulte, C., Selvaggi, C. A., Shinnick, D. J., Simons, W., Simpson, L. A., St. Jean Flanders, M. L., Strasser, Z., Thakrar, M. R., Thaweethai, T., Thorn, M., Trewett, P., Van Fleet, D., Wagholikar, K. B., Wang, T. D., Wattanasin, N., Weber, G., Williams, M. A., Zhang, R. Z., Cicek, M., Chang, N., Wirkus, S., Zahnle, N., Flotte, T. J., Frisch, E., Boysen, E. M., Welch, G., Akintonwa, T., Blancero, F., Brown, H. E., Carmilani, M., Cerda, M., Clash, V. H., Copeland, D., Hall, Y., kevin kondo, K., Lerma, L., Lindsay, J., Marti, H., Maughan, C., Minor, T., Taylor, B., Vincent, H., Zissis, M., Anderson, B., Bardhan, S., Castro-Baucom, L., Chisolm, D., Corchado, C., Damian, A. J., Daniel, C., DasGupta, S., Dehority, W., Feldman, C., Fessel, J., Rosas, L. G., Horowitz, C., Khullar, D., Lopez, K., McDonald Pinkett, S., Myaskovsky, L., Regino, L., St John Thomas, G., Stewart de Ramirez, S., Vangeepuram, N., Walden, A., Williams, N., Yin, S., Burton, P., Catallozzi, M., Clark, C., Dworetzky, B., Edwards, B., Ferrer, R. L., Judd, S., Rothman, R., Wagner, L., Wallace, A., Adams, S., Aragon, L., Bander, B., Bishof, K., Brooks, G., Carignan, E., Coombs, K., Davis, H., Blakley, F. D., Diggs, M., Brown, H. E., Favors, U., Fields, W., Fisher, L., Fitzgerald, M., Gaffney, A., Witvliet, M. G., Garcia, R., Gustafson, T., Guthe, N., Holmes, V., Hornig, M., Hornig, M., Jefferson, W., Kochis, N., Kondo, K., Lam, J., Lawrence, F., Letts, R., Lewis, J., Lopez, S., Martinez, T., McCorkell, L., McGrath, R., Minor, T. T., Moore, C., Nguyen, K., Nichols, L., O'Brien, L., Olson, H., Peddie, A., Perlowski, A., Lorenzo, E. P., Prentiss, L., Raytselis, N., Rochez, N., Rockwell, M., Rutter, J., Seibert, E., Sekar, A., Smith, C., Stiles, L., Taylor, E., Thompson, J., Trapp, S., Valdiva, S., Wilensky, R., Williams, M., Dawson, K. W. & Wylam, A., Dec 2024, In: Clinical Microbiology and Infection. 30, 12, p. 1599-1605 7 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Multimodal fusion learning for long QT syndrome pathogenic genotypes in a racially diverse population

Jiang, J., Thi Vy, H. M., Charney, A., Kovatch, P., Reddy, V., Jayaraman, P., Do, R., Khera, R., Chugh, S., Bhatt, D. L., Vaid, A., Lampert, J. & Nadkarni, G. N., Dec 2024, In: npj Digital Medicine. 7, 1, 226.

Research output: Contribution to journal › Article › peer-review

Open Access

2023

Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings

Vaid, A., Sawant, A., Suarez-Farinas, M., Lee, J., Kaul, S., Kovatch, P., Freeman, R., Jiang, J., Jayaraman, P., Fayad, Z., Argulian, E., Lerakis, S., Charney, A. W., Wang, F., Levin, M., Glicksberg, B., Narula, J., Hofer, I., Singh, K. & Nadkarni, G. N., 1 Oct 2023, In: Annals of Internal Medicine. 176, 10, p. 1358-1370 13 p.

Research output: Contribution to journal › Article › peer-review

15 Scopus citations

Ninth Computational Approaches for Cancer Workshop (CAFCW23)

Stahlberg, E., Ellingson, S., Hanlon, S., Kovatch, P., Hollingsworth, P. & Borkon, L., 12 Nov 2023, In: ACM International Conference Proceeding Series. p. 116 1 p.

Research output: Contribution to journal › Editorial

Returning integrated genomic risk and clinical recommendations: The eMERGE study

eMERGE Consortium, Apr 2023, In: Genetics in Medicine. 25, 4, 100006.

Research output: Contribution to journal › Article › peer-review

Open Access

41 Scopus citations

2022

Autoencoders for sample size estimation for fully connected neural network classifiers

Gulamali, F. F., Sawant, A. S., Kovatch, P., Glicksberg, B., Charney, A., Nadkarni, G. N. & Oermann, E., Dec 2022, In: npj Digital Medicine. 5, 1, 180.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

Automated Determination of Left Ventricular Function Using Electrocardiogram Data in Patients on Maintenance Hemodialysis

Vaid, A., Jiang, J. J., Sawant, A., Singh, K., Kovatch, P., Charney, A. W., Charytan, D. M., Divers, J., Glicksberg, B. S., Chan, L. & Nadkarni, G. N., Jul 2022, In: Clinical Journal of the American Society of Nephrology. 17, 7, p. 1017-1025 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Scopus citations

Functional Effects of Cardiomyocyte Injury in COVID-19

Siddiq, M. M., Chan, A. T., Miorin, L., Yadaw, A. S., Beaumont, K. G., Kehrer, T., Cupic, A., White, K. M., Tolentino, R. E., Hu, B., Stern, A. D., Tavassoly, I., Hansen, J., Sebra, R., Martinez, P., Prabha, S., Dubois, N., Schaniel, C., Iyengar-Kapuganti, R. & Kukar, N. & 13 others, Giustino, G., Sud, K., Nirenberg, S., Kovatch, P., Albrecht, R. A., Goldfarb, J., Croft, L., McLaughlin, M. A., Argulian, E., Lerakis, S., Narula, J., García-Sastre, A. & Iyengar, R., Jan 2022, In: Journal of Virology. 96, 2, e01063-21.

Research output: Contribution to journal › Article › peer-review

Open Access

13 Scopus citations

Multiethnic Investigation of Risk and Immune Determinants of COVID-19 Outcomes

Jun, T., Mathew, D., Sharma, N., Nirenberg, S., Huang, H. H., Kovatch, P., Wherry, E. J. & Huang, K. L., 22 Jul 2022, In: Frontiers in Cellular and Infection Microbiology. 12, 933190.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Quantitative chest computed tomography combined with plasma cytokines predict outcomes in COVID-19 patients

Carbonell, G., Del Valle, D. M., Gonzalez-Kozlova, E., Marinelli, B., Klein, E., El Homsi, M., Stocker, D., Chung, M., Bernheim, A., Simons, N. W., Xiang, J., Nirenberg, S., Kovatch, P., Lewis, S., Merad, M., Gnjatic, S. & Taouli, B., Aug 2022, In: Heliyon. 8, 8, e10166.

Research output: Contribution to journal › Article › peer-review

Open Access

Using sequence clustering to identify clinically relevant subphenotypes in patients with COVID-19 admitted to the intensive care unit

Oh, W., Jayaraman, P., Sawant, A. S., Chan, L., Levin, M. A., Charney, A. W., Kovatch, P., Glicksberg, B. S. & Nadkarni, G. N., 29 Jan 2022, In: Journal of the American Medical Informatics Association : JAMIA. 29, 3, p. 489-499 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

2021

Analysis of sex-specific risk factors and clinical outcomes in COVID-19

Jun, T., Nirenberg, S., Weinberger, T., Sharma, N., Pujadas, E., Cordon-Cardo, C., Kovatch, P. & Huang, K. L., Dec 2021, In: Communications Medicine. 1, 1, 3.

Research output: Contribution to journal › Article › peer-review

Open Access

29 Scopus citations

Correction to: The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children (Trials, (2021), 22, 1, (56), 10.1186/s13063-020-04953-4)

Odgis, J. A., Gallagher, K. M., Suckiel, S. A., Donohue, K. E., Ramos, M. A., Kelly, N. R., Bertier, G., Blackburn, C., Brown, K., Fielding, L., Lopez, J., Aguiniga, K. L., Maria, E., Rodriguez, J. E., Sebastin, M., Teitelman, N., Watnick, D., Yelton, N. M., Abhyankar, A. & Abul-Husn, N. S. & 26 others, Baum, A., Bauman, L. J., Beal, J. C., Bloom, T., Cunningham-Rundles, C., Diaz, G. A., Dolan, S., Ferket, B. S., Jobanputra, V., Kovatch, P., McDonald, T. V., McGoldrick, P. E., Rhodes, R., Rinke, M. L., Robinson, M., Rubinstein, A., Shulman, L. H., Stolte, C., Wolf, S. M., Yozawitz, E., Zinberg, R. E., Greally, J. M., Gelb, B. D., Horowitz, C. R., Wasserstein, M. P. & Kenny, E. E., Dec 2021, In: Trials. 22, 1, 146.

Research output: Contribution to journal › Comment/debate

Open Access

GUÍA: a digital platform to facilitate result disclosure in genetic counseling

Suckiel, S. A., Odgis, J. A., Gallagher, K. M., Rodriguez, J. E., Watnick, D., Bertier, G., Sebastin, M., Yelton, N., Maria, E., Lopez, J., Ramos, M., Kelly, N., Teitelman, N., Beren, F., Kaszemacher, T., Davis, K., Laguerre, I., Richardson, L. D., Diaz, G. A. & Pearson, N. M. & 12 others, Ellis, S. B., Stolte, C., Robinson, M., Kovatch, P., Horowitz, C. R., Gelb, B. D., Greally, J. M., Bauman, L. J., Zinberg, R. E., Abul-Husn, N. S., Wasserstein, M. P. & Kenny, E. E., May 2021, In: Genetics in Medicine. 23, 5, p. 942-949 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

18 Scopus citations

Prediction of individual COVID-19 diagnosis using baseline demographics and lab data

Zhang, J., Jun, T., Frank, J., Nirenberg, S., Kovatch, P. & Huang, K. L., Dec 2021, In: Scientific Reports. 11, 1, 13913.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Scopus citations

Predictive approaches for acute dialysis requirement and death in COVID-19

Vaid, A., Chan, L., Chaudhary, K., Jaladanki, S. K., Paranjpe, I., Russak, A., Kia, A., Timsina, P., Levin, M. A., He, J. C., Böttinger, E. P., Charney, A. W., Fayad, Z. A., Coca, S. G., Glicksberg, B. S., Nadkarni, G. N., Charney, A., Just, A. C., Glicksberg, B. & Nadkarni, G. & 101 others, Huckins, L., O’Reilly, P., Miotto, R., Fayad, Z., Russak, A. J., Rahman, A., Vaid, A., Dobbyn, A. L., Leader, A., Moscati, A., Kapoor, A., Chang, C., Bellaire, C., Carrion, D., Chaudhry, F., Richter, F., Soultanidis, G., Paranjpe, I., Nabeel, I., De Freitas, J., Xu, J., Rush, J., Johnson, K., Vemuri, K., Chaudhary, K., Lepow, L., Cotter, L., Liharska, L., Pereanez, M., Bicak, M., Defelice, N., Naik, N., Beckmann, N., Nadukuru, R., O’Hagan, R., Zhao, S., Somani, S., Van Vleck, T. T., Mutetwa, T., Wanyan, T., Fauveau, V., Yang, Y., Lavin, Y., Lanksy, A., Atreja, A., Del Valle, D., Meyer, D., Golden, E., Fasihuddin, F., Wen, H. H., Rogers, J., Gutierrez, J. L., Walker, L., Singh, M., Danieletto, M., Nieves, M. A., Zweig, M., Pyzik, R., Fayad, R., Glowe, P., Calorossi, S., Kaur, S., Ascolillo, S., Roa, Y., Lala-Trindade, A., Coca, S. G., Percha, B., Sigel, K., Polak, P., Hirten, R., Swartz, T., Do, R., Loos, R. J. F., Charney, D., Nestler, E., Murphy, B., Reich, D., Böttinger, E., Chatani, K., Martin, G., Kovatch, P., Finkelstein, J., Murphy, B., Buxbaum, J., Cho, J., Kasarskis, A., Horowitz, C., Cordon-Cardo, C., Sohn, M., Martin, G., Garcia-Sastre, A., Bagiella, E., Krammer, F., Aberg, J., Narula, J., Wright, R., Lium, E., Wright, R., Gelijns, A., Fuster, V. & Merad, M., 1 Aug 2021, In: Clinical Journal of the American Society of Nephrology. 16, 8, p. 1158-1168 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

17 Scopus citations

The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children

Odgis, J. A., Gallagher, K. M., Suckiel, S. A., Donohue, K. E., Ramos, M. A., Kelly, N. R., Bertier, G., Blackburn, C., Brown, K., Fielding, L., Lopez, J., Aguiniga, K. L., Maria, E., Rodriguez, J. E., Sebastin, M., Teitelman, N., Watnick, D., Yelton, N. M., Abhyankar, A. & Abul-Husn, N. S. & 26 others, Baum, A., Bauman, L. J., Beal, J. C., Bloom, T., Cunningham-Rundles, C., Diaz, G. A., Dolan, S., Ferket, B. S., Jobanputra, V., Kovatch, P., McDonald, T. V., McGoldrick, P. E., Rhodes, R., Rinke, M. L., Robinson, M., Rubinstein, A., Shulman, L. H., Stolte, C., Wolf, S. M., Yozawitz, E., Zinberg, R. E., Greally, J. M., Gelb, B. D., Horowitz, C. R., Wasserstein, M. P. & Kenny, E. E., Dec 2021, In: Trials. 22, 1, 56.

Research output: Contribution to journal › Article › peer-review

Open Access

23 Scopus citations

2020

An inflammatory cytokine signature predicts COVID-19 severity and survival

Del Valle, D. M., Kim-Schulze, S., Huang, H. H., Beckmann, N. D., Nirenberg, S., Wang, B., Lavin, Y., Swartz, T. H., Madduri, D., Stock, A., Marron, T. U., Xie, H., Patel, M., Tuballes, K., Van Oekelen, O., Rahman, A., Kovatch, P., Aberg, J. A., Schadt, E. & Jagannath, S. & 12 others, Mazumdar, M., Charney, A. W., Firpo-Betancourt, A., Mendu, D. R., Jhang, J., Reich, D., Sigel, K., Cordon-Cardo, C., Feldmann, M., Parekh, S., Merad, M. & Gnjatic, S., 1 Oct 2020, In: Nature Medicine. 26, 10, p. 1636-1643 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1742 Scopus citations

Hospitalised COVID-19 patients of the Mount Sinai Health System: A retrospective observational study using the electronic medical records

Wang, Z., Zheutlin, A., Kao, Y. H., Ayers, K., Gross, S., Kovatch, P., Nirenberg, S., Charney, A., Nadkarni, G., De Freitas, J. K., O'Reilly, P., Just, A., Horowitz, C., Martin, G., Branch, A., Glicksberg, B. S., Charney, D., Reich, D., Oh, W. K. & Schadt, E. & 2 others, Chen, R. & Li, L., 26 Oct 2020, In: BMJ Open. 10, 10, e040441.

Research output: Contribution to journal › Article › peer-review

Open Access

40 Scopus citations

Machine learning to predict mortality and critical events in a cohort of patients with COVID-19 in New York City: Model development and validation

Vaid, A., Somani, S., Russak, A. J., de Freitas, J. K., Chaudhry, F. F., Paranjpe, I., Johnson, K. W., Lee, S. J., Miotto, R., Richter, F., Zhao, S., Beckmann, N. D., Naik, N., Kia, A., Timsina, P., Lala, A., Paranjpe, M., Golden, E., Danieletto, M. & Singh, M. & 28 others, Meyer, D., O'Reilly, P. F., Huckins, L., Kovatch, P., Finkelstein, J., Freeman, R. M., Argulian, E., Kasarskis, A., Percha, B., Aberg, J. A., Bagiella, E., Horowitz, C. R., Murphy, B., Nestler, E. J., Schadt, E. E., Cho, J. H., Cordon-Cardo, C., Fuster, V., Charney, D. S., Reich, D. L., Bottinger, E. P., Levin, M. A., Narula, J., Fayad, Z. A., Just, A. C., Charney, A. W., Nadkarni, G. N. & Glicksberg, B. S., Nov 2020, In: Journal of Medical Internet Research. 22, 11, e24018.

Research output: Contribution to journal › Article › peer-review

Open Access

139 Scopus citations

Optimizing high-performance computing systems for biomedical workloads

Kovatch, P., Gai, L., Cho, H. M., Fluder, E. & Jiang, D., May 2020, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020. Institute of Electrical and Electronics Engineers Inc., p. 183-192 10 p. 9150370. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

5 Scopus citations

Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City

Paranjpe, I., Russak, A. J., De Freitas, J. K., Lala, A., Miotto, R., Vaid, A., Johnson, K. W., Danieletto, M., Golden, E., Meyer, D., Singh, M., Somani, S., Kapoor, A., O'Hagan, R., Manna, S., Nangia, U., Jaladanki, S. K., O'Reilly, P., Huckins, L. M. & Glowe, P. & 24 others, Kia, A., Timsina, P., Freeman, R. M., Levin, M. A., Jhang, J., Firpo, A., Kovatch, P., Finkelstein, J., Aberg, J. A., Bagiella, E., Horowitz, C. R., Murphy, B., Fayad, Z. A., Narula, J., Nestler, E. J., Fuster, V., Cordon-Cardo, C., Charney, D., Reich, D. L., Just, A., Bottinger, E. P., Charney, A. W., Glicksberg, B. S. & Nadkarni, G. N., 27 Nov 2020, In: BMJ Open. 10, 11, e040736.

Research output: Contribution to journal › Article › peer-review

Open Access

26 Scopus citations

2018

Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining

Shameer, K., Perez-Rodriguez, M. M., Bachar, R., Li, L., Johnson, A., Johnson, K. W., Glicksberg, B. S., Smith, M. R., Readhead, B., Scarpa, J., Jebakaran, J., Kovatch, P., Lim, S., Goodman, W., Reich, D. L., Kasarskis, A., Tatonetti, N. P. & Dudley, J. T., 14 Sep 2018, In: BMC Medical Informatics and Decision Making. 18, 79.

Research output: Contribution to journal › Article › peer-review

Open Access

12 Scopus citations

2017

Big and disparate data: Considerations for pediatric consortia

Stingone, J. A., Mervish, N., Kovatch, P., McGuinness, D. L., Gennings, C. & Teitelbaum, S. L., 1 Apr 2017, In: Current Opinion in Pediatrics. 29, 2, p. 231-239 9 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

8 Scopus citations

Predictive modeling of hospital readmission rates using electronic medical record-wide machine learning: A case-study using mount sinai heart failure cohort

Shameer, K., Johnson, K. W., Yahi, A., Miotto, R., Li, L. I., Ricks, D., Jebakaran, J., Kovatch, P., Sengupta, P. P., Gelijns, A., Moskovitz, A., Darrow, B., Reich, D. L., Kasarskis, A., Tatonetti, N. P., Pinney, S. & Dudley, J. T., 2017, In: Pacific Symposium on Biocomputing. 0, 212679, p. 276-287 12 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

119 Scopus citations

2015

Big omics data experience

Kovatch, P., Costa, A., Giles, Z., Fluder, E., Cho, H. M. & Mazurkova, S., 15 Nov 2015, Proceedings of SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a39. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 15-20-November-2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

8 Scopus citations

2010

Scheduling a 100,000 core supercomputer for maximum utilization and capability

Phil, A., Patricia, K., Victor, H. & Troy, B., 2010, Proceedings - 2010 39th International Conference on Parallel Processing Workshops, ICPPW 2010. p. 421-427 7 p. 5599101. (Proceedings of the International Conference on Parallel Processing Workshops).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Patricia Kovatch

Research output

Search results