Treatment Selection
Constructing treatment selection rules based on an estimated treatment effect function: different approaches to take stochastic uncertainty into account have a substantial effect on performance
... new treatment to patients who cannot benefit from ...proposed treatment selection rule in future, ...standard treatment and patients with x ∗ ∈ C receive the new ...new treatment gets a ...
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Treatment Selection: Understanding What Works For Whom In Mental Health
... variable selection, and used Zou and Hastie’s (2005) recommended default value for the alpha parameter (alpha = ...variable selection and treatment selection have only investigated prognostic ...
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Individual treatment selection for patients with posttraumatic stress disorder
... for treatment selection better outcomes can be achieved than with a selection based on patient ...certain treatment can be convinced by the data to select a different treatment than ...
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Case complexity as a guide for psychological treatment selection
... (Shippee et al., 2012). Complexity could also interfere with adequate engagement with therapy; for example by undermining expectancy, which is a well-established predictor of treatment outcomes (Constantino et ...
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Random Forest Weighting based Feature Selection for C4.5 Algorithm on Wart Treatment Selection Method
... The study uses two datasets from the University of California at Irvine's (UCI) machine learning repository: cryotherapy and immunotherapy datasets [7]. Cryotherapy dataset consists of 90 records and each record consist ...
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Subgroup identification for treatment selection in biomarker adaptive design
... benefit from receiving the treatment, the 52 SQ patients were chosen for our analysis. There were 26 ACT pa- tients and 26 OBS patients. For each gene, the Cox hazard regression model with an interaction term (Eq. ...
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Treatment selection and experience in multiple sclerosis: survey of neurologists
... medication selection were (in order of importance) efficacy, safety, tolerability, patient preference, and ...to treatment with glatiramer acetate ...
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A Simple Method for Variable Selection in Regression with Respect to Treatment Selection
... There are several publications which caution about using stepwise procedures for variable selection (Harrell 2001, Miller 2002, Mundry and Nunn 2009). We understand their concerns but would like to address several ...
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Selection of treatment for hepatic epithelioid hemangioendothelioma: a single center experience
... The clinical course of patients who are simply ob- served after HEHE diagnosis remains unpredictable. Makhlouf et al. [2] reported a patient who survived for 27 years. On the other hand, 2 weeks was reported as the ...
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Young adult perspectives on the selection of pharmaceuticals for mental health treatment
... the selection of pharmaceutical treatments for mental health issues were outlined with implications for what should be addressed in mental health treatment ...of treatment options available is ...
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Uniformly minimum variance conditionally unbiased estimation in multi arm multi stage clinical trials
... control treatment, with poorly performing treatments dropped at interim ...unbiased treatment effect ...on treatment selection have been proposed, but are specific to certain selection ...
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Mate choice intensifies motor signalling in Drosophila
... Figure B2. Violin plots showing the distribution of: a) burst number and b) pulse number depending on sexual selection treatment, and c) burst number and d) pulse number depending on recording temperature ...
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WASDA as a decision support system for membrane process : the case of MBR and RO
... This paper describes the capability of WASDA as a decision support system for membrane process, which is mainly used to treat industrial and domestic wastewater treatment. The objective of this study was to ...
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A Proposed Grading System for Post-Intubation Tracheal Stenosis
... the treatment method ...the selection of treatment method, make the comparison of clinical trials possible and eventually improves patients’ quality of ...and treatment of tracheal stenosis ...
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Sunitinib in the treatment of gastrointestinal stromal tumor: patient selection and perspectives
... Sunitinib has demonstrated efficacy against advanced GIST after imatinib progression and an acceptable toxicity profile. Currently, it is considered the standard second-line treat- ment in metastatic GIST after ...
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Abatacept for the treatment of adults with psoriatic arthritis: patient selection and perspectives
... In recent years, more bDMARDs have been approved for the treatment of PsA, and are in use in clinical practice. However, many patients fail to respond to the drugs, develop adverse events while receiving bDMARDs, ...
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Patient considerations and drug selection in the treatment of idiopathic pulmonary fibrosis
... curative treatment at present, survival rates remain poor with a median survival of 3 ...While treatment remains largely supportive, many drug therapies have been trialed in IPF over the ...
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Flexible Methods and Computation for Model Selection and Optimal Treatment Learning.
... structure selection and coefficient estimation simultaneously by coupling the kernel-weighted partial likelihood esti- mation (Cai and Sun, 2003; Tian et ...including selection consistency, estimation ...
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Appropriate technology selection tool for decentralised wastewater treatment systems
... decentralised treatment of wastewater is currently occurring in Australia and globally, giving the opportunity for a more sustainable water ...Appropriate selection of decentralised treatment systems ...
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Ruxolitinib in the treatment of polycythemia vera: patient selection and special considerations
... powered Phase III studies showed sufficient evidence for a significant benefit in patients suffering from disabling abdominal discomfort due to splenomegaly. Improvements of itching, constitutional symptoms (ie, night ...
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