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ECG-Based Deep Learning and Clinical Risk Factors to Predict Atrial Fibrillation.
Khurshid S, Friedman S, Reeder C, Di Achille P, Diamant N, Singh P, Harrington LX, Wang X, Al-Alusi MA, Sarma G, Foulkes AS, Ellinor PT, Anderson CD, Ho JE, Philippakis AA, Batra P, Lubitz SA. Khurshid S, et al. Among authors: wang x. Circulation. 2022 Jan 11;145(2):122-133. doi: 10.1161/CIRCULATIONAHA.121.057480. Epub 2021 Nov 8. Circulation. 2022. PMID: 34743566 Free PMC article.
The effect of LRRK2 loss-of-function variants in humans.
Whiffin N, Armean IM, Kleinman A, Marshall JL, Minikel EV, Goodrich JK, Quaife NM, Cole JB, Wang Q, Karczewski KJ, Cummings BB, Francioli L, Laricchia K, Guan A, Alipanahi B, Morrison P, Baptista MAS, Merchant KM; Genome Aggregation Database Production Team; Genome Aggregation Database Consortium; Ware JS, Havulinna AS, Iliadou B, Lee JJ, Nadkarni GN, Whiteman C; 23andMe Research Team; Daly M, Esko T, Hultman C, Loos RJF, Milani L, Palotie A, Pato C, Pato M, Saleheen D, Sullivan PF, Alföldi J, Cannon P, MacArthur DG. Whiffin N, et al. Nat Med. 2020 Jun;26(6):869-877. doi: 10.1038/s41591-020-0893-5. Epub 2020 May 27. Nat Med. 2020. PMID: 32461697 Free PMC article.
Author Correction: The effect of LRRK2 loss-of-function variants in humans.
Whiffin N, Armean IM, Kleinman A, Marshall JL, Minikel EV, Goodrich JK, Quaife NM, Cole JB, Wang Q, Karczewski KJ, Cummings BB, Francioli L, Laricchia K, Guan A, Alipanahi B, Morrison P, Baptista MAS, Merchant KM; Genome Aggregation Database Production Team; Genome Aggregation Database Consortium; Ware JS, Havulinna AS, Iliadou B, Lee JJ, Nadkarni GN, Whiteman C; 23andMe Research Team; Daly M, Esko T, Hultman C, Loos RJF, Milani L, Palotie A, Pato C, Pato M, Saleheen D, Sullivan PF, Alföldi J, Cannon P, MacArthur DG. Whiffin N, et al. Nat Med. 2021 Feb;27(2):355. doi: 10.1038/s41591-020-01185-6. Nat Med. 2021. PMID: 33483629 Free PMC article. No abstract available.
Re-CHARGE-AF: Recalibration of the CHARGE-AF Model for Atrial Fibrillation Risk Prediction in Patients With Acute Stroke.
Ashburner JM, Wang X, Li X, Khurshid S, Ko D, Trisini Lipsanopoulos A, Lee PR, Carmichael T, Turner AC, Jackson C, Ellinor PT, Benjamin EJ, Atlas SJ, Singer DE, Trinquart L, Lubitz SA, Anderson CD. Ashburner JM, et al. Among authors: wang x. J Am Heart Assoc. 2021 Nov 2;10(21):e022363. doi: 10.1161/JAHA.121.022363. Epub 2021 Oct 20. J Am Heart Assoc. 2021. PMID: 34666503 Free PMC article.
Cohort design and natural language processing to reduce bias in electronic health records research.
Khurshid S, Reeder C, Harrington LX, Singh P, Sarma G, Friedman SF, Di Achille P, Diamant N, Cunningham JW, Turner AC, Lau ES, Haimovich JS, Al-Alusi MA, Wang X, Klarqvist MDR, Ashburner JM, Diedrich C, Ghadessi M, Mielke J, Eilken HM, McElhinney A, Derix A, Atlas SJ, Ellinor PT, Philippakis AA, Anderson CD, Ho JE, Batra P, Lubitz SA. Khurshid S, et al. Among authors: wang x. NPJ Digit Med. 2022 Apr 8;5(1):47. doi: 10.1038/s41746-022-00590-0. NPJ Digit Med. 2022. PMID: 35396454 Free PMC article.
Trends in Consumer Wearable Devices With Cardiac Sensors in a Primary Care Cohort.
Al-Alusi MA, Khurshid S, Wang X, Venn RA, Pipilas D, Ashburner JM, Ellinor PT, Singer DE, Atlas SJ, Lubitz SA. Al-Alusi MA, et al. Among authors: wang x. Circ Cardiovasc Qual Outcomes. 2022 Jul;15(7):e008833. doi: 10.1161/CIRCOUTCOMES.121.008833. Epub 2022 Jun 27. Circ Cardiovasc Qual Outcomes. 2022. PMID: 35758032 Free PMC article. No abstract available.
Natural Language Processing to Improve Prediction of Incident Atrial Fibrillation Using Electronic Health Records.
Ashburner JM, Chang Y, Wang X, Khurshid S, Anderson CD, Dahal K, Weisenfeld D, Cai T, Liao KP, Wagholikar KB, Murphy SN, Atlas SJ, Lubitz SA, Singer DE. Ashburner JM, et al. Among authors: wang x. J Am Heart Assoc. 2022 Aug 2;11(15):e026014. doi: 10.1161/JAHA.122.026014. Epub 2022 Jul 29. J Am Heart Assoc. 2022. PMID: 35904194 Free PMC article.
Deep learning on resting electrocardiogram to identify impaired heart rate recovery.
Diamant N, Di Achille P, Weng LC, Lau ES, Khurshid S, Friedman S, Reeder C, Singh P, Wang X, Sarma G, Ghadessi M, Mielke J, Elci E, Kryukov I, Eilken HM, Derix A, Ellinor PT, Anderson CD, Philippakis AA, Batra P, Lubitz SA, Ho JE. Diamant N, et al. Among authors: wang x. Cardiovasc Digit Health J. 2022 Jun 24;3(4):161-170. doi: 10.1016/j.cvdhj.2022.06.001. eCollection 2022 Aug. Cardiovasc Digit Health J. 2022. PMID: 36046430 Free PMC article.
Cross-Ancestry Investigation of Venous Thromboembolism Genomic Predictors.
Thibord F, Klarin D, Brody JA, Chen MH, Levin MG, Chasman DI, Goode EL, Hveem K, Teder-Laving M, Martinez-Perez A, Aïssi D, Daian-Bacq D, Ito K, Natarajan P, Lutsey PL, Nadkarni GN, de Vries PS, Cuellar-Partida G, Wolford BN, Pattee JW, Kooperberg C, Braekkan SK, Li-Gao R, Saut N, Sept C, Germain M, Judy RL, Wiggins KL, Ko D, O'Donnell CJ, Taylor KD, Giulianini F, De Andrade M, Nøst TH, Boland A, Empana JP, Koyama S, Gilliland T, Do R, Huffman JE, Wang X, Zhou W, Manuel Soria J, Carlos Souto J, Pankratz N, Haessler J, Hindberg K, Rosendaal FR, Turman C, Olaso R, Kember RL, Bartz TM, Lynch JA, Heckbert SR, Armasu SM, Brumpton B, Smadja DM, Jouven X, Komuro I, Clapham KR, Loos RJF, Willer CJ, Sabater-Lleal M, Pankow JS, Reiner AP, Morelli VM, Ridker PM, Vlieg AVH, Deleuze JF, Kraft P, Rader DJ; Global Biobank Meta-Analysis Initiative; Estonian Biobank Research Team; 23andMe Research Team; Biobank Japan; CHARGE Hemostasis Working Group; Min Lee K, Psaty BM, Heidi Skogholt A, Emmerich J, Suchon P, Rich SS, Vy HMT, Tang W, Jackson RD, Hansen JB, Morange PE, Kabrhel C, Trégouët DA, Damrauer SM, Johnson AD, Smith NL. Thibord F, et al. Among authors: wang x. Circulation. 2022 Oct 18;146(16):1225-1242. doi: 10.1161/CIRCULATIONAHA.122.059675. Epub 2022 Sep 26. Circulation. 2022. PMID: 36154123 Free PMC article.
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