Optimal Treatment
Flexible Statistical Learning Methods for Survival Data: Risk Prediction and Optimal Treatment Decision.
... by treatment effects and interaction effects between treatments and ...the optimal treatment regime that directly maximizes an inverse probability weighted estimator (IPWE) for the overall population ...
100
Robust Learning for Optimal Treatment Strategy with Survival Data
... the treatment strategy for each patient par- ticularly to his or her characteristics, genomic information and financial budget through all aspects of health care from diagnosis and medical product to ...A ...
107
Bayesian Methods for Optimal Treatment Allocation and Causal Inference.
... allocating treatment or resources to individuals based on personalized characteristics, such as genetics, demographic information, health status, ...dynamic treatment regime (DTR), can be for- malized as a ...
111
Optimal Treatment Regimes under Constraints.
... the optimal treatment regimes of all the possible linear combinations of two competing outcomes ...on treatment efficacy, toxicity, and the risk of disease progression ...estimated treatment ...
112
Generalized Estimators of the Attributable Benefit of an Optimal Treatment Regime
... several treatment options it is often the case that there is no consensus on the best treatment to give to individual ...for treatment assignment; that is, an algorithm which dictates the ...
72
Sparse Concordance-assisted Learning for Optimal Treatment Decision
... (PLS). The estimator derived from the two-step procedure may not be consistent if the con- ditional mean is misspecified. Instead of modeling the outcome, Murphy (2003) proposed the advantage learning (A-learning) ...
26
Modeling optimal treatment strategies in a heterogeneous mixing model
... of optimal treatments (red curves) are compared with the results in the absence of treatments (black ...higher, optimal treatments can not stop the outbreaks under all mixing ...group-specific ...
22
Pregnancy-associated breast cancer: optimal treatment options
... Abstract: Cancer is diagnosed approximately once per 1,000 pregnancies; most commonly due to the reproductive age of the women, these include breast, cervical, melanoma, thyroid, and Hodgkin’s lymphoma diagnoses. As a ...
9
Optimal treatment and stochastic modeling of heterogeneous tumors
... Day computationally investigated relaxation of the sym- metry assumptions and found that some non-alternating schedules could outperform the alternating schedule in that scenario [24]. In particular Day proposed a ‘worst ...
17
Optimal treatment of actinic keratoses
... For instance, curettage of hyperkeratotic lesions can be combined with a topical chemotherapy regimen or PDT for smaller lesions and subclinical damage. This personalization is key in efficacy and overall patient ...
7
Feedback control of HIV antiviral therapy with long measurement time
... the optimal control pair are sufficiently high to reach the “healthy” stable equilibrium, resulting in a strong immune response that successfully controlled the virus without the need for drugs for the 15 day ...
23
What is the optimal prophylaxis for treatment of cardiac allograft vasculopathy?
... The optimal treatment prophylaxis for CAV has not been ...The treatment approach to this major post-transplant complication includes modification of risk factors through medical therapies and ...
6
Machine Learning Methods for Uncertainty Estimation and Decision-making.
... each treatment condition and make inference on the parameters based on their posterior ...the treatment contrast function, our method outperforms linear model based approach in variable selection and ...
101
Biophysical aspects of photodynamic therapy
... in treatment regimes exist, due to there being no clear evidence regarding optimal treatment parameters ...[7]. Optimal PDT regimes would provide minimal damage to normal skin while delivering ...
203
Optimal Pricing and Treatment Policies in Health Care
... on treatment poli- cies for ...the treatment and access ine ffi ciencies that result from multiple health care payers over a patient’s ...lifetime-optimal treatment policy for ...
276
PubMedCentral-PMC5327863.pdf
... effective treatment of multiple diseases and conditions, there is a growing amount of literature dedicated to the development of study designs and methods for personalized treatment, yet these approaches ...
29
Optimal Wastewater Treatment Plant By PID Controller
... The use of advanced control strategies for such processes is necessary because wastewater plants have a nonlinear behavior and are extremely sensitive to the influent flow and load. Nonlinear numerical models typically ...
24
Optimal Water Treatment In Pharma Industry
... deep wells or from reservoirs which are fed by clean mountain streams requires very little treatment to make it safe to drink. In contrast, water coming from rivers which contain industrial and animal waste as ...
9
Simulation of Residual Stresses in Castings
... In Figure 26 all investigated cast iron alloys are presented with the stresses as cast and after HT-2, which is the recommended heat treatment from Volvo. From the table there is a clear difference seen between ...
16
Optimal use of lenvatinib in the treatment of advanced thyroid cancer
... Also, patients with renal dysfunction caused by dia- betes or hypertension should be carefully managed. Pre- scriptions of diuretics for edema and a statin for hyperlipidemia are recommended. In addition, ...
10