Results of a new classification algorithm combining K nearest neighbors and recursive partitioning

Results of a new classification algorithm combining K nearest neighbors and recursive partitioning

Authors: Miller DW
Publication: J Chem Inf Model
Software: MedChem Studio™

We present results of a new computational learning algorithm combining favorable elements of two well-known techniques:  K nearest neighbors and recursive partitioning.

Characterization of the highly variable bioavailability of tiludronate in normal volunteers using population pharmacokinetic methodologies

Characterization of the highly variable bioavailability of tiludronate in normal volunteers using population pharmacokinetic methodologies

Publication: Eur J Drug Metab Pharmacokinet

Currently, the use of classical bioequivalence criteria is being called into question for certain classes of drugs such as bisphosphonates. These compounds typically possess a wide therapeutic index but may...

Population pharmacokinetics of tirilazad: effects of weight, gender, concomitant phenytoin, and subarachnoid hemorrhage

Population pharmacokinetics of tirilazad: effects of weight, gender, concomitant phenytoin, and subarachnoid hemorrhage

Publication: Pharm Res

Data collected during Phase I and II in the development of tirilazad were pooled and analyzed using nonlinear mixed effects models to assess covariates which might affect tirilazad pharmacokinetics.

Population pharmacokinetics of lamotrigine adjunctive therapy in adults with epilepsy

Population pharmacokinetics of lamotrigine adjunctive therapy in adults with epilepsy

Publication: J Clin Pharmacol

Plasma concentrations of lamotrigine, an antiepileptic drug obtained in three adult controlled clinical trials conducted in the United States were pooled

An automated drug concentration screening and quality assurance program for clinical trials

An automated drug concentration screening and quality assurance program for clinical trials

Publication: Drug Inf J

The collection and analysis of drug concentration data collected during clinical trials is growing in popularity as a mechanism for explaining variability in patient outcomes.

Zalcitabine population pharmacokinetics: application of radioimmunoassay

Zalcitabine population pharmacokinetics: application of radioimmunoassay

Publication: Antimicrob Agents Chemother

Zalcitabine population pharmacokinetics were evaluated in 44 human immunodeficiency virus-infected patients (39 males and 5 females) in our immunodeficiency clinic.

Dose proportionality of cisatracurium

Dose proportionality of cisatracurium

Publication: Pharm Res

The dose proportionality of cisatracurium pharmacokinetics was assessed using a population approach by incorporating the collection of sparse...

Pretreatment regimens for adverse events related to infusion of amphotericin B

Pretreatment regimens for adverse events related to infusion of amphotericin B

Publication: Clin Infect Dis

Infusion-related adverse events (IRAEs) such as nausea, vomiting, fever, chills, and thrombophlebitis that are associated with amphotericin B therapy often lead clinicians to prescribe a number of adjunctive pretreatment medications...

Sepsis syndrome and associated sequelae in patients at high risk for gram negative sepsis

Sepsis syndrome and associated sequelae in patients at high risk for gram negative sepsis

Publication: Pharmacotherapy

We conducted a prospective surveillance study of 80 hospitals across the United States to determine the incidence of sepsis syndrome and its associated sequelae in hospitalized patients over age 18 years who...

Effects on recovery when isoflurane is used to supplement propofol-nitrous oxide anesthesia

Effects on recovery when isoflurane is used to supplement propofol-nitrous oxide anesthesia

Publication: Anesth Analg

During propofol-nitrous oxide (N2O) anesthesia, volatile anesthetics are frequently administered to treat signs of inadequate anesthesia and to decrease the possibility of intraoperative awareness.