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Artificial Intelligence and Cardiovascular Genetics.
Published in:
Life (2075-1729), 2022, v. 12, n. 2, p. N.PAG, doi. 10.3390/life12020279
By:
- Krittanawong, Chayakrit;
- Johnson, Kipp W.;
- Choi, Edward;
- Kaplin, Scott;
- Venner, Eric;
- Murugan, Mullai;
- Wang, Zhen;
- Glicksberg, Benjamin S.;
- Amos, Christopher I.;
- Schatz, Michael C.;
- Tang, W. H. Wilson
Publication type:
Article
Deep learning for cardiovascular medicine: a practical primer.
Published in:
European Heart Journal, 2019, v. 40, n. 25, p. 2058, doi. 10.1093/eurheartj/ehz056
By:
- Krittanawong, Chayakrit;
- Johnson, Kipp W;
- Rosenson, Robert S;
- Wang, Zhen;
- Aydar, Mehmet;
- Baber, Usman;
- Min, James K;
- Tang, W H Wilson;
- Halperin, Jonathan L;
- Narayan, Sanjiv M
Publication type:
Article
Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study.
Published in:
PLoS ONE, 2021, v. 16, n. 2, p. 1, doi. 10.1371/journal.pone.0247366
By:
- Paranjpe, Ishan;
- Chaudhary, Kumardeep;
- Johnson, Kipp W.;
- Jaladanki, Suraj K.;
- Zhao, Shan;
- De Freitas, Jessica K.;
- Pujdas, Elisabet;
- Chaudhry, Fayzan;
- Bottinger, Erwin P.;
- Levin, Matthew A.;
- Fayad, Zahi A.;
- Charney, Alexander W.;
- Houldsworth, Jane;
- Cordon-Cardo, Carlos;
- Glicksberg, Benjamin S.;
- Nadkarni, Girish N.
Publication type:
Article
Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation.
Published in:
2020
By:
- Vaid, Akhil;
- Somani, Sulaiman;
- Russak, Adam J;
- Freitas, Jessica K De;
- Chaudhry, Fayzan F;
- Paranjpe, Ishan;
- Johnson, Kipp W;
- Lee, Samuel J;
- Miotto, Riccardo;
- Richter, Felix;
- Zhao, Shan;
- Beckmann, Noam D;
- Naik, Nidhi;
- Kia, Arash;
- Timsina, Prem;
- Lala, Anuradha;
- Paranjpe, Manish;
- Golden, Eddye;
- Danieletto, Matteo;
- Singh, Manbir
Publication type:
Journal Article
Sepsis in the era of data-driven medicine: personalizing risks, diagnoses, treatments and prognoses.
Published in:
Briefings in Bioinformatics, 2020, v. 21, n. 4, p. 1182, doi. 10.1093/bib/bbz059
By:
- Liu, Andrew C;
- Patel, Krishna;
- Vunikili, Ramya Dhatri;
- Johnson, Kipp W;
- Abdu, Fahad;
- Belman, Shivani Kamath;
- Glicksberg, Benjamin S;
- Tandale, Pratyush;
- Fontanez, Roberto;
- Mathew, Oommen K;
- Kasarskis, Andrew;
- Mukherjee, Priyabrata;
- Subramanian, Lakshminarayanan;
- Dudley, Joel T;
- Shameer, Khader
Publication type:
Article
Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning.
Published in:
Briefings in Bioinformatics, 2018, v. 19, n. 4, p. 656, doi. 10.1093/bib/bbw136
By:
- Shameer, Khader;
- Glicksberg, Benjamin S;
- Hodos, Rachel;
- Johnson, Kipp W;
- Badgeley, Marcus A;
- Readhead, Ben;
- Tomlinson, Max S;
- O’Connor, Timothy;
- Miotto, Riccardo;
- Kidd, Brian A
Publication type:
Article
Machine learning prediction in cardiovascular diseases: a meta-analysis.
Published in:
Scientific Reports, 2020, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41598-020-72685-1
By:
- Krittanawong, Chayakrit;
- Virk, Hafeez Ul Hassan;
- Bangalore, Sripal;
- Wang, Zhen;
- Johnson, Kipp W.;
- Pinotti, Rachel;
- Zhang, HongJu;
- Kaplin, Scott;
- Narasimhan, Bharat;
- Kitai, Takeshi;
- Baber, Usman;
- Halperin, Jonathan L.;
- Tang, W. H. Wilson
Publication type:
Article
Machine Learning Applications in the Neuro ICU: A Solution to Big Data Mayhem?
Published in:
Frontiers in Neurology, 2020, v. 11, p. N.PAG, doi. 10.3389/fneur.2020.554633
By:
- Chaudhry, Farhan;
- Hunt, Rachel J.;
- Hariharan, Prashant;
- Anand, Sharath Kumar;
- Sanjay, Surya;
- Kjoller, Ellen E.;
- Bartlett, Connor M.;
- Johnson, Kipp W.;
- Levy, Phillip D.;
- Noushmehr, Houtan;
- Lee, Ian Y.
Publication type:
Article
Correction to: Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits.
Published in:
2019
By:
- Glicksberg, Benjamin S.;
- Amadori, Letizia;
- Akers, Nicholas K.;
- Sukhavasi, Katyayani;
- Franzén, Oscar;
- Li, Li;
- Belbin, Gillian M.;
- Ayers, Kristin L.;
- Shameer, Khader;
- Badgeley, Marcus A.;
- Johnson, Kipp W.;
- Readhead, Ben;
- Darrow, Bruce J.;
- Kenny, Eimear E.;
- Betsholtz, Christer;
- Ermel, Raili;
- Skogsberg, Josefin;
- Ruusalepp, Arno;
- Schadt, Eric E.;
- Dudley, Joel T.
Publication type:
Correction Notice
Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits.
Published in:
BMC Medical Genomics, 2019, v. 12, n. 6, p. N.PAG, doi. 10.1186/s12920-019-0542-3
By:
- Glicksberg, Benjamin S.;
- Amadori, Letizia;
- Akers, Nicholas K.;
- Sukhavasi, Katyayani;
- Franzén, Oscar;
- Li, Li;
- Belbin, Gillian M.;
- Akers, Kristin L.;
- Shameer, Khader;
- Badgeley, Marcus A.;
- Johnson, Kipp W.;
- Readhead, Ben;
- Darrow, Bruce J.;
- Kenny, Eimear E.;
- Betsholtz, Christer;
- Ermel, Raili;
- Skogsberg, Josefin;
- Ruusalepp, Arno;
- Schadt, Eric E.;
- Dudley, Joel T.
Publication type:
Article
Coronary plaque vulnerability in statin-treated patients with elevated LDL-C and hs-CRP: optical coherence tomography study.
Published in:
International Journal of Cardiovascular Imaging, 2022, v. 38, n. 5, p. 1157, doi. 10.1007/s10554-021-02238-8
By:
- Chamaria, Surbhi;
- Ueyama, Hiroki;
- Yasumura, Keisuke;
- Johnson, Kipp W.;
- Vengrenyuk, Yuliya;
- Okamoto, Naotaka;
- Barman, Nitin;
- Bhatheja, Samit;
- Kapur, Vishal;
- Hasan, Choudhury;
- Sweeney, Joseph;
- Baber, Usman;
- Sharma, Samin K.;
- Narula, Jagat;
- Kini, Annapoorna S.
Publication type:
Article
Machine Learning in Cardiology-Ensuring Clinical Impact Lives Up to the Hype.
Published in:
2020
By:
- Russak, Adam J.;
- Chaudhry, Farhan;
- De Freitas, Jessica K.;
- Baron, Garrett;
- Chaudhry, Fayzan F.;
- Bienstock, Solomon;
- Paranjpe, Ishan;
- Vaid, Akhil;
- Ali, Mohsin;
- Zhao, Shan;
- Somani, Sulaiman;
- Richter, Felix;
- Bawa, Tejeshwar;
- Levy, Phillip D.;
- Miotto, Riccardo;
- Nadkarni, Girish N.;
- Johnson, Kipp W.;
- Glicksberg, Benjamin S.
Publication type:
journal article
Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining.
Published in:
2018
By:
- Shameer, Khader;
- Perez-Rodriguez, M. Mercedes;
- Bachar, Roy;
- Li, Li;
- Johnson, Amy;
- Johnson, Kipp W.;
- Glicksberg, Benjamin S.;
- Smith, Milo R.;
- Readhead, Ben;
- Scarpa, Joseph;
- Jebakaran, Jebakumar;
- Kovatch, Patricia;
- Lim, Sabina;
- Goodman, Wayne;
- Reich, David L.;
- Kasarskis, Andrew;
- Tatonetti, Nicholas P.;
- Dudley, Joel T.
Publication type:
journal article
PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model.
Published in:
Bioinformatics, 2019, v. 35, n. 21, p. 4515, doi. 10.1093/bioinformatics/btz409
By:
- Glicksberg, Benjamin S;
- Oskotsky, Boris;
- Thangaraj, Phyllis M;
- Giangreco, Nicholas;
- Badgeley, Marcus A;
- Johnson, Kipp W;
- Datta, Debajyoti;
- Rudrapatna, Vivek A;
- Rappoport, Nadav;
- Shervey, Mark M;
- Miotto, Riccardo;
- Goldstein, Theodore C;
- Rutenberg, Eugenia;
- Frazier, Remi;
- Lee, Nelson;
- Israni, Sharat;
- Larsen, Rick;
- Percha, Bethany;
- Li, Li;
- Dudley, Joel T
Publication type:
Article

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