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publications [2020/07/20 18:02]
shyam [Journal papers and conference proceedings] 		publications [2023/09/16 08:13] (current)
shyam [Journal papers and conference proceedings]
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 ===== Journal papers and conference proceedings ===== ===== Journal papers and conference proceedings =====
 + 
 +See [[https://scholar.google.com/citations?hl=en&user=i4k8HmEAAAAJ&view_op=list_works&sortby=pubdate|Google Scholar]] for recent papers.
  
-**100. Semi-supervised hierarchical drug embedding in hyperbolic space**. \\+**107. A novel personalized random forest algorithm for clinical outcome prediction**. \\ 
 +//Johnson A, Cooper GF, __Visweswaran S__//. \\ 
 +Virtual MedInfo Symposium. October 2021. \\ 
 +({{papers:2021_a_novel_personalized_random_forest_algorithm_for_clinical_outcome_prediction.pdf|paper}}) 
 + 
 +**106. The National COVID Cohort Collaborative (N3C) Rationale, design, infrastructure, and deployment**. \\ 
 +// Haendel MA, Chute CG, Bennett TD, Eichmann DA, Guinney J, Kibbe WA, Payne PRO, Pfaff ER, Robinson PN, Saltz JH, Spratt H, Suver C, Wilbanks J,  Wilcox AB, Williams AE, Wu C, Blacketer C, Bradford RL, Cimino JJ, Clark M, Colmenares EW, Francis PA, Gabriel D, Graves A, Hemadri R, Hong SS, Hripscak G, Jiao D, Klann JG, Kostka K, Lee AM, Lehmann HP, Lingrey L, Miller RT, Morris M, Murphy SN, Natarajan K, Palchuk MB, Sheikh U, Solbrig H, __Visweswaran S__, Walden A, Walters KM, Weber GM, Zhang XT, Zhu RL, Amor B, Girvin AT, Manna A, Qureshi N, Kurilla MG, Michael SG, Portilla LM, Rutter JL, Austin CP, Gersing KR, N3C Consortium//. \\ 
 +JAMIA. 2020. \\ 
 +([[https://academic.oup.com/jamia/advance-article/doi/10.1093/jamia/ocaa196/5893482|abstract & paper]]) 
 + 
 +**105. Hyperbolic molecular representation learning for drug repositioning**. \\
 // Yu K, __Visweswaran S__, Batmanghelich K//. \\ // Yu K, __Visweswaran S__, Batmanghelich K//. \\
-arXiv preprint arXiv:2006.00986, 2020. \\ +Machine Learning for Molecules 2020 workshop at NeurIPS 2020. \\ 
-([[https://arxiv.org/abs/2006.00986|abstract & paper]])+([[https://ml4molecules.github.io/papers2020/ML4Molecules_2020_paper_8.pdf|abstract & paper]]) 
 + 
 +**104. Patient-specific modeling with personalized decision paths**. \\ 
 +// Johnson A, Cooper GF, __Visweswaran S__//. \\ 
 +Virtual AMIA Fall Symposium. November 2020. \\ 
 +({{papers:2020_patient-specific_modeling_with_personalized_decision_paths.pdf|paper}}) 
 + 
 +**103. Semi-supervised hierarchical drug embedding in hyperbolic space**. \\ 
 +// Yu K, __Visweswaran S__, Batmanghelich K//. \\ 
 +Journal of Chemical Information and Modeling. 2020. \\ 
 +([[https://pubs.acs.org/doi/abs/10.1021/acs.jcim.0c00681|abstract]]) 
 + 
 +**102. How high-risk comorbidities co-occur in readmitted patients with hip fracture: Big data visual analytical approach**. \\ 
 +// Bhavnani SK, Dang B, Penton R, __Visweswaran S__, Bassler KE, Chen T, Raji M, Divekar R, Zuhour R, Karmarkar A, Kuo Y-F, Ottenbacher KJ//. \\ 
 +JMIR Medical Informatics. 2020;8(10):e13567. \\ 
 +([[https://medinform.jmir.org/2020/10/e13567/|paper]]) 
 + 
 +**101. Exploring novel graphical presentations of clinical data in a Learning Electronic Medical Record**. \\ 
 +// Calzoni L, Clermont G, Cooper GF, __Visweswaran S__, Hochheiser H//. \\ 
 +Applied Clinical Informatics, 11 (2020) 680-691. \\ 
 +([[https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1709707|abstract]]) 
 + 
 +**100. Machine learning classifiers for Twitter surveillance of vaping: Comparative machine learning study**. \\ 
 +// __Visweswaran S__, Colditz JB, O’Halloran P, Han NR, Taneja SB, Welling J, Chu KH, Sidani JE, Primack BA//. \\ 
 +Journal of Medical Internet Research. 2020;22(8):e17478. \\ 
 +([[https://www.jmir.org/2020/8/e17478/|paper]])
  
 **99. Leveraging eye tracking to prioritize relevant medical record data: Comparative machine learning study**. \\ **99. Leveraging eye tracking to prioritize relevant medical record data: Comparative machine learning study**. \\
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 **34. Identifying interacting environmental factor – gene pairs**. \\ **34. Identifying interacting environmental factor – gene pairs**. \\
-//Kimmel C, Lustgarten J, Handler SM, Wong AI, __Visweswaran S__//. \\+//Kimmel C, Lustgarten J, Wong AI, __Visweswaran S__//. \\
 In: Proceedings of the 5th International Symposium on Bio- and Medical Informatics and Cybernetics (BMIC 2011). 2011 Jul 19; 2011. In: Proceedings of the 5th International Symposium on Bio- and Medical Informatics and Cybernetics (BMIC 2011). 2011 Jul 19; 2011.