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Page 1
Big Omics Data Experience.
Kovatch P, Costa A, Giles Z, Fluder E, Cho HM, Mazurkova S. Kovatch P, et al. SC Conf Proc. 2015 Nov;2015:39. doi: 10.1145/2807591.2807595. SC Conf Proc. 2015. PMID: 30788464 Free PMC article.
Optimizing High-Performance Computing Systems for Biomedical Workloads.
Kovatch P, Gai L, Cho HM, Fluder E, Jiang D. Kovatch P, et al. IEEE Int Symp Parallel Distrib Process Workshops Phd Forum. 2020 May;2020:183-192. doi: 10.1109/ipdpsw50202.2020.00040. Epub 2020 Jul 28. IEEE Int Symp Parallel Distrib Process Workshops Phd Forum. 2020. PMID: 33088611 Free PMC article.
Big and disparate data: considerations for pediatric consortia.
Stingone JA, Mervish N, Kovatch P, McGuinness DL, Gennings C, Teitelbaum SL. Stingone JA, et al. Among authors: kovatch p. Curr Opin Pediatr. 2017 Apr;29(2):231-239. doi: 10.1097/MOP.0000000000000467. Curr Opin Pediatr. 2017. PMID: 28134706 Free PMC article. Review.
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.
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.
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.
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.
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.
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.
43 results