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Modeling time‐to‐event (survival) data using classification tree analysis

Journal of evaluation in clinical practice, 2017-12, Vol.23 (6), p.1299-1308

2017

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Improving oncology biosimilar launches in the EU, the USA, and Japan: an updated Policy Review from the Southern Network on Adverse Reactions

The lancet oncology, 2020-12, Vol.21 (12), p.e575-e588

2020

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Development and Validation of a Short-Form, Rapid Estimate of Adult Literacy in Medicine

Medical care, 2007-11, Vol.45 (11), p.1026-1033

2007

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End of an era of administering erythropoiesis stimulating agents among Veterans Administration cancer patients with chemotherapy-induced anemia

PloS one, 2020-06, Vol.15 (6), p.e0234541

2020

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Persistent erectile dysfunction in men exposed to the 5α-reductase inhibitors, finasteride, or dutasteride

PeerJ (San Francisco, CA), 2017-03, Vol.5, p.e3020-e3020, Article e3020

2017

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The First 2 Years of Biosimilar Epoetin for Cancer and Chemotherapy‐Induced Anemia in the U.S.: A Review from the Southern Network on Adverse Reactions

The oncologist (Dayton, Ohio), 2021-08, Vol.26 (8), p.e1418-e1426

2021

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Caveat Medicus: Clinician experiences in publishing reports of serious oncology-associated adverse drug reactions

PloS one, 2019-07, Vol.14 (7), p.e0219521-e0219521

2019

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Serial Plasma Voriconazole Concentrations after Allogeneic Hematopoietic Stem Cell Transplantation

Antimicrobial Agents and Chemotherapy, 2009-05, Vol.53 (5), p.1793-1796

2009

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Using data mining techniques to characterize participation in observational studies

Journal of evaluation in clinical practice, 2016-12, Vol.22 (6), p.839-847

2016

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Ticlopidine- and clopidogrel-associated thrombotic thrombocytopenic purpura (TTP): review of clinical, laboratory, epidemiological, and pharmacovigilance findings (1989–2008)

Kidney international, 2009-02, Vol.75 (112s), p.S20-S24

2009

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Emerging Incidence of Enterococcus faecium among Hospital Isolates (1993 to 2002)

Journal of Clinical Microbiology, 2005, Vol.43 (1), p.462-463

2005

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Re: ‘Limitations of classification and regression tree analysis in vancomycin exposure – response relationship studies’ by Dalton et al

Clinical microbiology and infection, 2021-12, Vol.27 (12), p.1867-1868

2021

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Using machine learning to identify structural breaks in single-group interrupted time series designs

Journal of evaluation in clinical practice, 2016-12, Vol.22 (6), p.855-859

2016

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Combining machine learning and propensity score weighting to estimate causal effects in multivalued treatments

Journal of evaluation in clinical practice, 2016-12, Vol.22 (6), p.875-885

2016

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Using machine learning to assess covariate balance in matching studies

Journal of evaluation in clinical practice, 2016-12, Vol.22 (6), p.848-854

2016

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Estimating causal effects for survival (time‐to‐event) outcomes by combining classification tree analysis and propensity score weighting

Journal of evaluation in clinical practice, 2018-04, Vol.24 (2), p.380-387

2018

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Using classification tree analysis to generate propensity score weights

Journal of evaluation in clinical practice, 2017-08, Vol.23 (4), p.703-712

2017

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Combining machine learning and matching techniques to improve causal inference in program evaluation

Journal of evaluation in clinical practice, 2016-12, Vol.22 (6), p.868-874

2016

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Identifying causal mechanisms in health care interventions using classification tree analysis

Journal of evaluation in clinical practice, 2018-04, Vol.24 (2), p.353-361

2018

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Using machine learning to evaluate treatment effects in multiple‐group interrupted time series analysis

Journal of evaluation in clinical practice, 2018-08, Vol.24 (4), p.740-744

2018

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Evaluation of a Potential Clinical Interaction between Ceftriaxone and Calcium

Antimicrobial Agents and Chemotherapy, 2010-04, Vol.54 (4), p.1534-1540

2010

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Machine Learning To Stratify Methicillin-Resistant Staphylococcus aureus Risk among Hospitalized Patients with Community-Acquired Pneumonia

Antimicrobial agents and chemotherapy, 2023-01, Vol.67 (1), p.e0102322-e0102322

2023

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Minimizing imbalances on patient characteristics between treatment groups in randomized trials using classification tree analysis

Journal of evaluation in clinical practice, 2017-12, Vol.23 (6), p.1309-1315

2017

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Individual meropenem epithelial lining fluid and plasma PK/PD target attainment

Antimicrobial agents and chemotherapy, 2023-12, Vol.67 (12), p.e0072723-e0072723

2023

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Venous thromboembolism and mortality associated with recombinant erythropoietin and darbepoetin administration for the treatment of cancer-associated anemia

JAMA : the journal of the American Medical Association, 2008-02, Vol.299 (8), p.914

2008

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Modeling time‐to‐event (survival) data using classification tree analysis

Improving oncology biosimilar launches in the EU, the USA, and Japan: an updated Policy Review from the Southern Network on Adverse Reactions

Development and Validation of a Short-Form, Rapid Estimate of Adult Literacy in Medicine

End of an era of administering erythropoiesis stimulating agents among Veterans Administration cancer patients with chemotherapy-induced anemia

Persistent erectile dysfunction in men exposed to the 5α-reductase inhibitors, finasteride, or dutasteride

The First 2 Years of Biosimilar Epoetin for Cancer and Chemotherapy‐Induced Anemia in the U.S.: A Review from the Southern Network on Adverse Reactions

Caveat Medicus: Clinician experiences in publishing reports of serious oncology-associated adverse drug reactions

Serial Plasma Voriconazole Concentrations after Allogeneic Hematopoietic Stem Cell Transplantation

Using data mining techniques to characterize participation in observational studies

Ticlopidine- and clopidogrel-associated thrombotic thrombocytopenic purpura (TTP): review of clinical, laboratory, epidemiological, and pharmacovigilance findings (1989–2008)

Emerging Incidence of Enterococcus faecium among Hospital Isolates (1993 to 2002)

Re: ‘Limitations of classification and regression tree analysis in vancomycin exposure – response relationship studies’ by Dalton et al

Using machine learning to identify structural breaks in single-group interrupted time series designs

Combining machine learning and propensity score weighting to estimate causal effects in multivalued treatments

Using machine learning to assess covariate balance in matching studies

Estimating causal effects for survival (time‐to‐event) outcomes by combining classification tree analysis and propensity score weighting

Using classification tree analysis to generate propensity score weights

Combining machine learning and matching techniques to improve causal inference in program evaluation

Identifying causal mechanisms in health care interventions using classification tree analysis

Using machine learning to evaluate treatment effects in multiple‐group interrupted time series analysis

Evaluation of a Potential Clinical Interaction between Ceftriaxone and Calcium

Machine Learning To Stratify Methicillin-Resistant Staphylococcus aureus Risk among Hospitalized Patients with Community-Acquired Pneumonia

Minimizing imbalances on patient characteristics between treatment groups in randomized trials using classification tree analysis

Individual meropenem epithelial lining fluid and plasma PK/PD target attainment

Venous thromboembolism and mortality associated with recombinant erythropoietin and darbepoetin administration for the treatment of cancer-associated anemia

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