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Page 1
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 AJ, De Freitas JK, Chaudhry FF, Paranjpe I, Johnson KW, Lee SJ, Miotto R, Richter F, Zhao S, Beckmann ND, Naik N, Kia A, Timsina P, Lala A, Paranjpe M, Golden E, Danieletto M, Singh M, Meyer D, O'Reilly PF, Huckins L, Kovatch P, Finkelstein J, Freeman RM, Argulian E, Kasarskis A, Percha B, Aberg JA, Bagiella E, Horowitz CR, Murphy B, Nestler EJ, Schadt EE, Cho JH, Cordon-Cardo C, Fuster V, Charney DS, Reich DL, Bottinger EP, Levin MA, Narula J, Fayad ZA, Just AC, Charney AW, Nadkarni GN, Glicksberg BS. Vaid A, et al. Among authors: kovatch p. J Med Internet Res. 2020 Nov 6;22(11):e24018. doi: 10.2196/24018. J Med Internet Res. 2020. PMID: 33027032 Free PMC article.
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 KW, Yahi A, Miotto R, Li LI, Ricks D, Jebakaran J, Kovatch P, Sengupta PP, Gelijns S, Moskovitz A, Darrow B, David DL, Kasarskis A, Tatonetti NP, Pinney S, Dudley JT. Shameer K, et al. Among authors: kovatch p. Pac Symp Biocomput. 2017;22:276-287. doi: 10.1142/9789813207813_0027. Pac Symp Biocomput. 2017. PMID: 27896982 Free PMC article.
Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining.
Shameer K, Perez-Rodriguez MM, Bachar R, Li L, Johnson A, Johnson KW, Glicksberg BS, Smith MR, Readhead B, Scarpa J, Jebakaran J, Kovatch P, Lim S, Goodman W, Reich DL, Kasarskis A, Tatonetti NP, Dudley JT. Shameer K, et al. Among authors: kovatch p. BMC Med Inform Decis Mak. 2018 Sep 14;18(Suppl 3):79. doi: 10.1186/s12911-018-0653-3. BMC Med Inform Decis Mak. 2018. PMID: 30255805 Free PMC article.
An inflammatory cytokine signature helps predict COVID-19 severity and death.
Del Valle DM, Kim-Schulze S, Hsin-Hui H, Beckmann ND, Nirenberg S, Wang B, Lavin Y, Swartz T, Madduri D, Stock A, Marron T, Xie H, Patel MK, van Oekelen O, Rahman A, Kovatch P, Aberg J, Schadt E, Jagannath S, Mazumdar M, Charney A, Firpo-Betancourt A, Mendu DR, Jhang J, Reich D, Sigel K, Cordon-Cardo C, Feldmann M, Parekh S, Merad M, Gnjatic S. Del Valle DM, et al. Among authors: kovatch p. medRxiv [Preprint]. 2020 May 30:2020.05.28.20115758. doi: 10.1101/2020.05.28.20115758. medRxiv. 2020. Update in: Nat Med. 2020 Oct;26(10):1636-1643. doi: 10.1038/s41591-020-1051-9 PMID: 32511562 Free PMC article. Updated. Preprint.
Clinical Characteristics of Hospitalized Covid-19 Patients in New York City.
Paranjpe I, Russak AJ, De Freitas JK, Lala A, Miotto R, Vaid A, Johnson KW, Danieletto M, Golden E, Meyer D, Singh M, Somani S, Manna S, Nangia U, Kapoor A, O'Hagan R, O'Reilly PF, Huckins LM, Glowe P, Kia A, Timsina P, Freeman RM, Levin MA, Jhang J, Firpo A, Kovatch P, Finkelstein J, Aberg JA, Bagiella E, Horowitz CR, Murphy B, Fayad ZA, Narula J, Nestler EJ, Fuster V, Cordon-Cardo C, Charney DS, Reich DL, Just AC, Bottinger EP, Charney AW, Glicksberg BS, Nadkarni GN. Paranjpe I, et al. Among authors: kovatch p. medRxiv [Preprint]. 2020 Apr 26:2020.04.19.20062117. doi: 10.1101/2020.04.19.20062117. medRxiv. 2020. Update in: BMJ Open. 2020 Nov 27;10(11):e040736. doi: 10.1136/bmjopen-2020-040736 PMID: 32511655 Free PMC article. Updated. Preprint.
An inflammatory cytokine signature predicts COVID-19 severity and survival.
Del Valle DM, Kim-Schulze S, Huang HH, Beckmann ND, Nirenberg S, Wang B, Lavin Y, Swartz TH, Madduri D, Stock A, Marron TU, Xie H, Patel M, Tuballes K, Van Oekelen O, Rahman A, Kovatch P, Aberg JA, Schadt E, Jagannath S, Mazumdar M, Charney AW, Firpo-Betancourt A, Mendu DR, Jhang J, Reich D, Sigel K, Cordon-Cardo C, Feldmann M, Parekh S, Merad M, Gnjatic S. Del Valle DM, et al. Among authors: kovatch p. Nat Med. 2020 Oct;26(10):1636-1643. doi: 10.1038/s41591-020-1051-9. Epub 2020 Aug 24. Nat Med. 2020. PMID: 32839624 Free PMC article.
Hospitalised COVID-19 patients of the Mount Sinai Health System: a retrospective observational study using the electronic medical records.
Wang Z, Zheutlin A, Kao YH, Ayers K, Gross S, Kovatch P, Nirenberg S, Charney A, Nadkarni G, De Freitas JK, O'Reilly P, Just A, Horowitz C, Martin G, Branch A, Glicksberg BS, Charney D, Reich D, Oh WK, Schadt E, Chen R, Li L. Wang Z, et al. Among authors: kovatch p. BMJ Open. 2020 Oct 26;10(10):e040441. doi: 10.1136/bmjopen-2020-040441. BMJ Open. 2020. PMID: 33109676 Free PMC article.
Outcomes of Patients on Maintenance Dialysis Hospitalized with COVID-19.
Chan L, Jaladanki SK, Somani S, Paranjpe I, Kumar A, Zhao S, Kaufman L, Leisman S, Sharma S, He JC, Murphy B, Fayad ZA, Levin MA, Bottinger EP, Charney AW, Glicksberg BS, Coca SG, Nadkarni GN; Mount Sinai COVID Informatics Center (MSCIC). Chan L, et al. Clin J Am Soc Nephrol. 2021 Mar 8;16(3):452-455. doi: 10.2215/CJN.12360720. Epub 2020 Oct 30. Clin J Am Soc Nephrol. 2021. PMID: 33127607 Free PMC article. No abstract available.
Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City.
Paranjpe I, Russak AJ, De Freitas JK, Lala A, Miotto R, Vaid A, Johnson KW, Danieletto M, Golden E, Meyer D, Singh M, Somani S, Kapoor A, O'Hagan R, Manna S, Nangia U, Jaladanki SK, O'Reilly P, Huckins LM, Glowe P, Kia A, Timsina P, Freeman RM, Levin MA, Jhang J, Firpo A, Kovatch P, Finkelstein J, Aberg JA, Bagiella E, Horowitz CR, Murphy B, Fayad ZA, Narula J, Nestler EJ, Fuster V, Cordon-Cardo C, Charney D, Reich DL, Just A, Bottinger EP, Charney AW, Glicksberg BS, Nadkarni GN; Mount Sinai COVID Informatics Center (MSCIC). Paranjpe I, et al. Among authors: kovatch p. BMJ Open. 2020 Nov 27;10(11):e040736. doi: 10.1136/bmjopen-2020-040736. BMJ Open. 2020. PMID: 33247020 Free PMC article.
The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children.
Odgis JA, Gallagher KM, Suckiel SA, Donohue KE, Ramos MA, Kelly NR, Bertier G, Blackburn C, Brown K, Fielding L, Lopez J, Aguiniga KL, Maria E, Rodriguez JE, Sebastin M, Teitelman N, Watnick D, Yelton NM, Abhyankar A, Abul-Husn NS, Baum A, Bauman LJ, Beal JC, Bloom T, Cunningham-Rundles C, Diaz GA, Dolan S, Ferket BS, Jobanputra V, Kovatch P, McDonald TV, McGoldrick PE, Rhodes R, Rinke ML, Robinson M, Rubinstein A, Shulman LH, Stolte C, Wolf SM, Yozawitz E, Zinberg RE, Greally JM, Gelb BD, Horowitz CR, Wasserstein MP, Kenny EE. Odgis JA, et al. Among authors: kovatch p. Trials. 2021 Jan 14;22(1):56. doi: 10.1186/s13063-020-04953-4. Trials. 2021. PMID: 33446240 Free PMC article.
42 results