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**84. Accelerating innovation in multidisciplinary scientific teams through visual analytics**. \\ | **84. Accelerating innovation in multidisciplinary scientific teams through visual analytics**. \\ | ||
- | //Bhavnani, SK, __Visweswaran, S__, Divekar, R//. \\ | + | //Bhavnani SK, __Visweswaran S__, Divekar R//. \\ |
In: Science of Team Science (SciTS) Conference. 2018 May 21-24. \\ | In: Science of Team Science (SciTS) Conference. 2018 May 21-24. \\ | ||
(// | (// | ||
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**83. A novel representation of vaccine efficacy trial datasets for use in computer simulation of vaccination policy**. \\ | **83. A novel representation of vaccine efficacy trial datasets for use in computer simulation of vaccination policy**. \\ | ||
- | // | + | // |
In: AMIA Informatics Summit Proceedings. 2018 Mar 12-15. \\ | In: AMIA Informatics Summit Proceedings. 2018 Mar 12-15. \\ | ||
(//Awarded First Place in the Student Paper Competition at the AMIA Informatics Summit Clinical Research Informatics, | (//Awarded First Place in the Student Paper Competition at the AMIA Informatics Summit Clinical Research Informatics, | ||
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**82. Fast causal inference with non-random missingness by test-wise deletion**. \\ | **82. Fast causal inference with non-random missingness by test-wise deletion**. \\ | ||
- | //Strobl, EV, __Visweswaran, S__, Spirtes, PL//. \\ | + | //Strobl EV, __Visweswaran S__, Spirtes PL//. \\ |
International Journal of Data Science and Analytics. 2018 Aug; 6(1):47-62. \\ | International Journal of Data Science and Analytics. 2018 Aug; 6(1):47-62. \\ | ||
([[http:// | ([[http:// | ||
**81. Translational bioinformatics in mental health: Open access data sources and computational biomarker discovery**. \\ | **81. Translational bioinformatics in mental health: Open access data sources and computational biomarker discovery**. \\ | ||
- | //Tenenbaum, JD, Bhuvaneshwar, K, Gagliardi, JP, Hollis, KF, Jia, P, Ma, L, Nagarajan, R, Rakesh, G, Subbian, V, __Visweswaran, S__, Zhao, Z, Rozenblit, L//. \\ | + | //Tenenbaum JD, Bhuvaneshwar K, Gagliardi JP, Hollis KF, Jia P, Ma L, Nagarajan R, Rakesh G, Subbian V, __Visweswaran S__, Zhao Z, Rozenblit L//. \\ |
Briefings in Bioinformatics. 2019 May 21; | Briefings in Bioinformatics. 2019 May 21; | ||
([[http:// | ([[http:// | ||
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**79. Automated annotation and classification of BI-RADS assessment from radiology reports**. \\ | **79. Automated annotation and classification of BI-RADS assessment from radiology reports**. \\ | ||
- | //Castro, SM, Tseytlin, E, Medvedeva, O, Mitchell, K, __Visweswaran, S__, Bekhuis, T, Jacobson, RS//. \\ | + | //Castro SM, Tseytlin E, Medvedeva O, Mitchell K, __Visweswaran S__, Bekhuis T, Jacobson RS//. \\ |
Journal of Biomedical Informatics. 2017 May; | Journal of Biomedical Informatics. 2017 May; | ||
([[http:// | ([[http:// | ||
**78. The building blocks of interoperability: | **78. The building blocks of interoperability: | ||
- | // | + | // |
Applied Clinical Informatics. 2017 Apr 5; | Applied Clinical Informatics. 2017 Apr 5; | ||
([[http:// | ([[http:// | ||
**77. Enabling comprehension of patient subgroups and characteristics in large bipartite networks: Implications for precision medicine**. \\ | **77. Enabling comprehension of patient subgroups and characteristics in large bipartite networks: Implications for precision medicine**. \\ | ||
- | //Bhavnani, SK, Chen, T, Ayyaswamy, A, __Visweswaran, S__, Bellala, G, Divekar, R, Bassler, KE//. \\ | + | //Bhavnani SK, Chen T, Ayyaswamy A, __Visweswaran S__, Bellala G, Divekar R, Bassler KE//. \\ |
In: AMIA Joint Summits Translational Science Proceedings. 2017 Mar 27-30; 2017:21-29. \\ | In: AMIA Joint Summits Translational Science Proceedings. 2017 Mar 27-30; 2017:21-29. \\ | ||
([[http:// | ([[http:// | ||
**76. Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR**. \\ | **76. Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR**. \\ | ||
- | //King, AJ, Hochheiser, H, __Visweswaran, S__, Clermont, G, Cooper, GF//. \\ | + | //King AJ, Hochheiser H, __Visweswaran S__, Clermont G, Cooper GF//. \\ |
In: AMIA Joint Summits Translational Science Proceedings. 2017 Mar 27-30; 2017: | In: AMIA Joint Summits Translational Science Proceedings. 2017 Mar 27-30; 2017: | ||
(//Awarded First Place in the Student Paper Competition at the AMIA Joint Summits Clinical Research Informatics, | (//Awarded First Place in the Student Paper Competition at the AMIA Joint Summits Clinical Research Informatics, | ||
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**75. Learning parsimonious classification rules from gene expression data using Bayesian networks with local structure**. \\ | **75. Learning parsimonious classification rules from gene expression data using Bayesian networks with local structure**. \\ | ||
- | // | + | // |
Data. 2017 Mar;2(1). \\ | Data. 2017 Mar;2(1). \\ | ||
([[http:// | ([[http:// | ||
**74. Outlier-based detection of unusual patient-management actions: An ICU study**. \\ | **74. Outlier-based detection of unusual patient-management actions: An ICU study**. \\ | ||
- | // | + | // |
Journal of Biomedical Informatics. 2016 Dec; | Journal of Biomedical Informatics. 2016 Dec; | ||
([[http:// | ([[http:// | ||
**73. An informatics research agenda to support precision medicine: 7 key areas**. \\ | **73. An informatics research agenda to support precision medicine: 7 key areas**. \\ | ||
- | //Tenenbaum, JD, Avillach, P, Benham-Hutchins, M, Breitenstein, MK, Crowgey, EL, Hoffman, MA, Jiang, X, Madhavan, S, Mattison, JE, Radhakrishnan, N, Ray, B, Shin, D, __Visweswaran, S__, Zhao, Z, Freimuth, RR//. \\ | + | //Tenenbaum JD, Avillach P, Benham-Hutchins M, Breitenstein MK, Crowgey EL, Hoffman MA, Jiang X, Madhavan S, Mattison JE, Radhakrishnan N, Ray B, Shin D, __Visweswaran S__, Zhao Z, Freimuth RR//. \\ |
Journal of the American Medical Informatics Association. 2016 Jul; | Journal of the American Medical Informatics Association. 2016 Jul; | ||
([[http:// | ([[http:// | ||
**72. On predicting lung cancer subtypes using ‘omic’data from tumor and tumor-adjacent histologically-normal tissue**. \\ | **72. On predicting lung cancer subtypes using ‘omic’data from tumor and tumor-adjacent histologically-normal tissue**. \\ | ||
- | //Pineda, AL, Ogoe, HA, Balasubramanian, JB, Escareño, CR, __Visweswaran, S__, Herman, JG, Gopalakrishnan, V//. \\ | + | //Pineda AL, Ogoe HA, Balasubramanian JB, Escareño CR, __Visweswaran S__, Herman JG, Gopalakrishnan V//. \\ |
BMC Cancer. 2016 Mar 4; | BMC Cancer. 2016 Mar 4; | ||
([[http:// | ([[http:// | ||
**71. Markov boundary discovery with ridge regularized linear models**. \\ | **71. Markov boundary discovery with ridge regularized linear models**. \\ | ||
- | //Strobl, EV, __Visweswaran, S__//. \\ | + | //Strobl EV, __Visweswaran S__//. \\ |
Journal of Causal Inference. 2016 Mar; 4(1):31-48. \\ | Journal of Causal Inference. 2016 Mar; 4(1):31-48. \\ | ||
([[http:// | ([[http:// | ||
**70. Development and preliminary evaluation of a prototype of a learning electronic medical record system**. \\ | **70. Development and preliminary evaluation of a prototype of a learning electronic medical record system**. \\ | ||
- | //King, AJ, Cooper, GF, Hochheiser, H, Clermont, G, __Visweswaran, S__//. \\ | + | //King AJ, Cooper GF, Hochheiser H, Clermont G, __Visweswaran S__//. \\ |
In: AMIA Annual Symposium Proceedings. 2015 Nov 17; 2015: | In: AMIA Annual Symposium Proceedings. 2015 Nov 17; 2015: | ||
(//Awarded First Place in the Student Paper Competition at the AMIA Annual Symposium, 2015//) \\ | (//Awarded First Place in the Student Paper Competition at the AMIA Annual Symposium, 2015//) \\ | ||
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**69. Comparison of machine learning classifiers for influenza detection from emergency department free text reports**. \\ | **69. Comparison of machine learning classifiers for influenza detection from emergency department free text reports**. \\ | ||
- | //Pineda, AL, Ye, Y, __Visweswaran, S__, Cooper, GF, Wagner, MM, Tsui, FC//. \\ | + | //Pineda AL, Ye Y, __Visweswaran S__, Cooper GF, Wagner MM, Tsui FC//. \\ |
Journal of Biomedical Informatics. 2015 Sep 16. pii: S1532-0464(15)00187-2. \\ | Journal of Biomedical Informatics. 2015 Sep 16. pii: S1532-0464(15)00187-2. \\ | ||
([[http:// | ([[http:// | ||
**68. Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data**. \\ | **68. Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data**. \\ | ||
- | //Ogoe, HA, __Visweswaran, S__, Lu, X, Gopalakrishnan, V//. \\ | + | //Ogoe HA, __Visweswaran S__, Lu X, Gopalakrishnan V//. \\ |
BMC Bioinformatics. 2015 Jul 23; 16:226. \\ | BMC Bioinformatics. 2015 Jul 23; 16:226. \\ | ||
([[http:// | ([[http:// | ||
**67. Patient-specific modeling of medical data**. \\ | **67. Patient-specific modeling of medical data**. \\ | ||
- | //Ribeiro, GAS, Oliveira, ACM, Ferreira, ALS, __Visweswaran, S__, Cooper, GF//. \\ | + | //Ribeiro GAS, Oliveira ACM, Ferreira ALS, __Visweswaran S__, Cooper GF//. \\ |
In: Proceedings of the Machine Learning and Data Mining in Pattern Recognition: | In: Proceedings of the Machine Learning and Data Mining in Pattern Recognition: | ||
({{papers: | ({{papers: | ||
**66. Personalized modeling for prediction with decision-path models**. \\ | **66. Personalized modeling for prediction with decision-path models**. \\ | ||
- | // | + | // |
PLoS One. 2015 Jun 22; | PLoS One. 2015 Jun 22; | ||
([[http:// | ([[http:// | ||
**65. KNGP: A network-based gene prioritization algorithm that incorporates multiple sources of knowledge**. \\ | **65. KNGP: A network-based gene prioritization algorithm that incorporates multiple sources of knowledge**. \\ | ||
- | //Kimmel, C, __Visweswaran, S__//. \\ | + | //Kimmel C, __Visweswaran S__//. \\ |
American Journal of Bioinformatics and Computational Biology. 2015 Apr 25; 3(1):1-4. \\ | American Journal of Bioinformatics and Computational Biology. 2015 Apr 25; 3(1):1-4. \\ | ||
({{papers: | ({{papers: | ||
**64. How comorbidities co-occur in readmitted hip fracture patients: From bipartite networks to insights for post-discharge planning**. \\ | **64. How comorbidities co-occur in readmitted hip fracture patients: From bipartite networks to insights for post-discharge planning**. \\ | ||
- | //Bhavnani, SK, Bryant, D, __Visweswaran, S__, Divekar, R, Karmarkar, A, Ottenbacher, K//. \\ | + | //Bhavnani SK, Bryant D, __Visweswaran S__, Divekar R, Karmarkar A, Ottenbacher K//. \\ |
In: AMIA Joint Summits Translational Science Proceedings. 2015 Mar 23; 2015. \\ | In: AMIA Joint Summits Translational Science Proceedings. 2015 Mar 23; 2015. \\ | ||
([[http:// | ([[http:// | ||
**63. Unlocking proteomic heterogeneity in complex diseases through visual analytics**. \\ | **63. Unlocking proteomic heterogeneity in complex diseases through visual analytics**. \\ | ||
- | //Bhavnani, SK, Dang, B, Bellala, G, Divekar, R, __Visweswaran, S__, Brasier, A, Kurosky, A//. \\ | + | //Bhavnani SK, Dang B, Bellala G, Divekar R, __Visweswaran S__, Brasier A, Kurosky A//. \\ |
Proteomics. 2015 Feb 13; 15(8): | Proteomics. 2015 Feb 13; 15(8): | ||
([[http:// | ([[http:// | ||
**62. Identifying genetic interactions associated with late-onset Alzheimer' | **62. Identifying genetic interactions associated with late-onset Alzheimer' | ||
- | //Floudas, CS, Kamboh, MI, Barmada, MM, __Visweswaran S__//. \\ | + | //Floudas CS, Kamboh MI, Barmada MM, __Visweswaran S__//. \\ |
BioData Mining. 2014 Dec 19; 7(1):35. \\ | BioData Mining. 2014 Dec 19; 7(1):35. \\ | ||
([[http:// | ([[http:// | ||
**61. Semi-automated literature mining to identify putative biomarkers of disease from multiple biofluids**. \\ | **61. Semi-automated literature mining to identify putative biomarkers of disease from multiple biofluids**. \\ | ||
- | //Jordan, R, __Visweswaran S__, Gopalakrishnan, V//. \\ | + | //Jordan R, __Visweswaran S__, Gopalakrishnan V//. \\ |
Journal of Clinical Bioinformatics. 2014 Oct 23;4:13. \\ | Journal of Clinical Bioinformatics. 2014 Oct 23;4:13. \\ | ||
([[http:// | ([[http:// | ||
**60. Evaluation of a four-protein biomarker panel for detection of esophageal adenocarcinoma**. \\ | **60. Evaluation of a four-protein biomarker panel for detection of esophageal adenocarcinoma**. \\ | ||
- | //Zaidi, AH, Gopalakrishnan, V, Kasi, PM, Malhotra, U, Balasubramanian, J, __Visweswaran S__, Zeng, X, Sun, M, Bergman, JJ, Bigbee, WL, Jobe, BA//. \\ | + | //Zaidi AH, Gopalakrishnan V, Kasi PM, Malhotra U, Balasubramanian J, __Visweswaran S__, Zeng X, Sun M, Bergman JJ, Bigbee WL, Jobe BA//. \\ |
Cancer. 2014 Dec 15; 120(24): | Cancer. 2014 Dec 15; 120(24): | ||
([[http:// | ([[http:// | ||
**59. Informative Bayesian Model Selection: A method for identifying interactions in genome-wide data**. \\ | **59. Informative Bayesian Model Selection: A method for identifying interactions in genome-wide data**. \\ | ||
- | // | + | // |
Molecular BioSystems, 2014 Aug; | Molecular BioSystems, 2014 Aug; | ||
([[http:// | ([[http:// | ||
**58. Dependence versus conditional dependence in local causal discovery from gene expression data**. \\ | **58. Dependence versus conditional dependence in local causal discovery from gene expression data**. \\ | ||
- | //Strobl, EV, __Visweswaran, S__//. \\ | + | //Strobl EV, __Visweswaran S__//. \\ |
arXiv preprint arXiv: | arXiv preprint arXiv: | ||
([[https:// | ([[https:// | ||
**57. Cuckoo search epistasis: A new method for exploring significant genetic interactions**. \\ | **57. Cuckoo search epistasis: A new method for exploring significant genetic interactions**. \\ | ||
- | // | + | // |
Heredity. 2014 Jun; | Heredity. 2014 Jun; | ||
([[http:// | ([[http:// | ||
**56. Counting Markov blankets**. \\ | **56. Counting Markov blankets**. \\ | ||
- | // | + | // |
arXiv preprint arXiv: | arXiv preprint arXiv: | ||
([[https:// | ([[https:// | ||
**55. The application of network label propagation to rank biomarkers in genome-wide Alzheimer' | **55. The application of network label propagation to rank biomarkers in genome-wide Alzheimer' | ||
- | //Stokes, ME, Barmada, MM, Kamboh, MI, __Visweswaran S__//. \\ | + | //Stokes ME, Barmada MM, Kamboh MI, __Visweswaran S__//. \\ |
BMC Genomics. 2014 Apr 14; | BMC Genomics. 2014 Apr 14; | ||
([[http:// | ([[http:// | ||
**54. Selective model averaging with Bayesian rule learning for predictive biomedicine**. \\ | **54. Selective model averaging with Bayesian rule learning for predictive biomedicine**. \\ | ||
- | // | + | // |
In: AMIA Joint Summits Translational Science Proceedings. 2014 Apr 7; 2014:17-22. \\ | In: AMIA Joint Summits Translational Science Proceedings. 2014 Apr 7; 2014:17-22. \\ | ||
([[http:// | ([[http:// | ||
**53. Heterogeneity within and across pediatric pulmonary infections: From bipartite networks to at-risk subphenotypes**. \\ | **53. Heterogeneity within and across pediatric pulmonary infections: From bipartite networks to at-risk subphenotypes**. \\ | ||
- | //Bhavnani, SK, Dang, B, Caro, M, Bellala, G, __Visweswaran S__, Asuncion, M, Divekar, R//. \\ | + | //Bhavnani SK, Dang B, Caro M, Bellala G, __Visweswaran S__, Asuncion M, Divekar R//. \\ |
In: AMIA Joint Summits Translational Science Proceedings (Apr 2014). 2014 Apr 7; 2014:29-34. \\ | In: AMIA Joint Summits Translational Science Proceedings (Apr 2014). 2014 Apr 7; 2014:29-34. \\ | ||
([[http:// | ([[http:// | ||
**52. Markov blanket discovery using kernel-based conditional dependence measures**. \\ | **52. Markov blanket discovery using kernel-based conditional dependence measures**. \\ | ||
- | //Strobl, EV, __Visweswaran, S__//. \\ | + | //Strobl EV, __Visweswaran S__//. \\ |
In: Proceedings of the NIPS 2013 Workshop on Causality, Lake Tahoe, NV. 2013 Dec. | In: Proceedings of the NIPS 2013 Workshop on Causality, Lake Tahoe, NV. 2013 Dec. | ||
**51. Deep multiple kernel learning**. \\ | **51. Deep multiple kernel learning**. \\ | ||
- | //Strobl, EV, __Visweswaran, S__//. \\ | + | //Strobl EV, __Visweswaran S__//. \\ |
In: Proceedings of the 12th International Conference on Machine Learning and Applications (ICMLA' | In: Proceedings of the 12th International Conference on Machine Learning and Applications (ICMLA' | ||
**50. An algorithm for network-based gene prioritization that encodes knowledge both in nodes and in links**. \\ | **50. An algorithm for network-based gene prioritization that encodes knowledge both in nodes and in links**. \\ | ||
- | //Kimmel, C, __Visweswaran, S__//. \\ | + | //Kimmel C, __Visweswaran S__//. \\ |
PLoS One. 2013 Nov 19; 8(11): | PLoS One. 2013 Nov 19; 8(11): | ||
**49. Data-driven identification of unusual clinical actions in the ICU**. \\ | **49. Data-driven identification of unusual clinical actions in the ICU**. \\ | ||
- | // | + | // |
In: AMIA Annual Symposium Proceedings. 2013 Nov 16; 2013. | In: AMIA Annual Symposium Proceedings. 2013 Nov 16; 2013. | ||
**48. Decision path models for patient-specific modeling of patient outcomes**. \\ | **48. Decision path models for patient-specific modeling of patient outcomes**. \\ | ||
- | //Ferreira, A, Cooper, GF, __Visweswaran, S__//. \\ | + | //Ferreira A, Cooper GF, __Visweswaran S__//. \\ |
In: AMIA Annual Symposium Proceedings. 2013 Nov 16; 2013: | In: AMIA Annual Symposium Proceedings. 2013 Nov 16; 2013: | ||
**47. Conditional outlier approach for detection of unusual patient care actions**. \\ | **47. Conditional outlier approach for detection of unusual patient care actions**. \\ | ||
- | // | + | // |
In: Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence. 2013 Jul 14; 2013. | In: Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence. 2013 Jul 14; 2013. | ||
**46. Detection of patients with influenza syndrome using machine-learning models learned from Emergency Department reports**. \\ | **46. Detection of patients with influenza syndrome using machine-learning models learned from Emergency Department reports**. \\ | ||
- | //Pineda AL, Tsui FC, __Visweswaran, S__, Cooper GF//. \\ | + | //Pineda AL, Tsui FC, __Visweswaran S__, Cooper GF//. \\ |
Online Journal of Public Health Informatics. 2013 Apr 4; 5(1):e41. | Online Journal of Public Health Informatics. 2013 Apr 4; 5(1):e41. | ||
**45. How cytokines co-occur across rickettsioses patients: From bipartite visual analytics to mechanistic inferences of a cytokine storm**. \\ | **45. How cytokines co-occur across rickettsioses patients: From bipartite visual analytics to mechanistic inferences of a cytokine storm**. \\ | ||
- | //Bhavnani, SK, Drake, J, Bellala, G, Dang, B, Peng, B, Oteo, JA, Santibañez-Saenz, P, __Visweswaran, S__, Olano, JP//. \\ | + | //Bhavnani SK, Drake, J, Bellala G, Dang B, Peng B, Oteo JA, Santibañez-Saenz P, __Visweswaran S__, Olano JP//. \\ |
In: AMIA Joint Summits Translational Science Proceedings. 2013 Mar 18; 2013:15-9. | In: AMIA Joint Summits Translational Science Proceedings. 2013 Mar 18; 2013:15-9. | ||
**44. Noninvasive predictors of subdural grid seizure localization in children with nonlesional focal epilepsy**. | **44. Noninvasive predictors of subdural grid seizure localization in children with nonlesional focal epilepsy**. | ||
- | // | + | // |
Journal of Clinical Neurophysiology. 2013 Feb; 30(1): | Journal of Clinical Neurophysiology. 2013 Feb; 30(1): | ||
**43. Outlier detection for patient monitoring and alerting**. \\ | **43. Outlier detection for patient monitoring and alerting**. \\ | ||
- | // | + | // |
Journal of Biomedical Informatics. 2013 Feb; 46(1): | Journal of Biomedical Informatics. 2013 Feb; 46(1): | ||
**42. Application of a spatially-weighed Relief algorithm for ranking genetic predictors of disease**. \\ | **42. Application of a spatially-weighed Relief algorithm for ranking genetic predictors of disease**. \\ | ||
- | //Stokes, M, __Visweswaran, S__//. \\ | + | //Stokes M, __Visweswaran S__//. \\ |
BioData Mining. 2012 Dec 3; 5(1):20. | BioData Mining. 2012 Dec 3; 5(1):20. | ||
**41. Predicting the risk of psychosis onset: Advances and prospects**. \\ | **41. Predicting the risk of psychosis onset: Advances and prospects**. \\ | ||
- | //Strobl, EV, Eack, SM, Swaminathan, V, __Visweswaran, S__//. \\ | + | //Strobl EV, Eack SM, Swaminathan V, __Visweswaran S__//. \\ |
Early Intervention in Psychiatry. 2012 Nov; | Early Intervention in Psychiatry. 2012 Nov; | ||
**40. The role of complementary bipartite visual analytical representations in the analysis of SNPs: A case study in ancestral informative markers**. \\ | **40. The role of complementary bipartite visual analytical representations in the analysis of SNPs: A case study in ancestral informative markers**. \\ | ||
- | //Bhavnani, SK, Bellala, G, Victor, S, Bassler, K, __Visweswaran, S__//. \\ | + | //Bhavnani SK, Bellala G, Victor S, Bassler K, __Visweswaran S__//. \\ |
Journal of the American Medical Informatics Association. 2012 Jun 1; 19(e1): | Journal of the American Medical Informatics Association. 2012 Jun 1; 19(e1): | ||
**39. Building an automated SOAP classifier for emergency department reports**. \\ | **39. Building an automated SOAP classifier for emergency department reports**. \\ | ||
- | //Mowery, D, Weibe, J, __Visweswaran, S__, Harkema, H, Chapman, WW//. \\ | + | //Mowery D, Weibe J, __Visweswaran S__, Harkema H, Chapman WW//. \\ |
Journal of Biomedical Informatics. 2012 Feb; 45(1): | Journal of Biomedical Informatics. 2012 Feb; 45(1): | ||
**38. A multivariate probabilistic method for comparing two clinical datasets**. \\ | **38. A multivariate probabilistic method for comparing two clinical datasets**. \\ | ||
- | //Sverchkov, Y, __Visweswaran, S__, Clermont, G, Hauskrecht, M, Cooper, GF//. \\ | + | //Sverchkov Y, __Visweswaran S__, Clermont G, Hauskrecht M, Cooper GF//. \\ |
In: Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. 2012 Jan 28; 2012: | In: Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. 2012 Jan 28; 2012: | ||
**37. Application of an efficient Bayesian discretization method to biomedical data**. \\ | **37. Application of an efficient Bayesian discretization method to biomedical data**. \\ | ||
- | // | + | // |
BMC Bioinformatics. 2011 Jul 28; 12:309. | BMC Bioinformatics. 2011 Jul 28; 12:309. | ||
**36. Computerized detection of adverse drug reactions in the medical intensive care unit**. \\ | **36. Computerized detection of adverse drug reactions in the medical intensive care unit**. \\ | ||
- | //Kane-Gill, SL, __Visweswaran, S__, Saul, MI, Wong, AI, Penrod, L, Handler, SM//. \\ | + | //Kane-Gill SL, __Visweswaran S__, Saul MI, Wong AI, Penrod L, Handler SM//. \\ |
International Journal of Medical Informatics. 2011 Aug; 80(8): | International Journal of Medical Informatics. 2011 Aug; 80(8): | ||
**35. The application of naive Bayes model averaging to predict Alzheimer’s disease from genome-wide data**. \\ | **35. The application of naive Bayes model averaging to predict Alzheimer’s disease from genome-wide data**. \\ | ||
- | //Wei, W, __Visweswaran, S__, Cooper, GF//. \\ | + | //Wei W, __Visweswaran S__, Cooper GF//. \\ |
Journal of the American Medical Informatics Association. 2011 Jul-Aug; 18(4): | Journal of the American Medical Informatics Association. 2011 Jul-Aug; 18(4): | ||
**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, Handler SM, 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. | ||
**33. Learning genetic epistasis using Bayesian network scoring criteria**. \\ | **33. Learning genetic epistasis using Bayesian network scoring criteria**. \\ | ||
- | //Jiang, X, Neapolitan, RE, Barmada, MM, __Visweswaran, S__//. \\ | + | //Jiang X, Neapolitan RE, Barmada MM, __Visweswaran S__//. \\ |
BMC Bioinformatics. 2011 Mar 31; 12:89. | BMC Bioinformatics. 2011 Mar 31; 12:89. | ||
**32. Learning instance-specific predictive models**. \\ | **32. Learning instance-specific predictive models**. \\ | ||
- | // | + | // |
Journal of Machine Learning Research. 2010 Dec 1; 11: | Journal of Machine Learning Research. 2010 Dec 1; 11: | ||
([[http:// | ([[http:// | ||
**31. Identifying deviations from usual medical care using a statistical approach**. | **31. Identifying deviations from usual medical care using a statistical approach**. | ||
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In: AMIA Annual Symposium Proceedings. 2010 Nov 13; 2010: | In: AMIA Annual Symposium Proceedings. 2010 Nov 13; 2010: | ||
([[http:// | ([[http:// |