METHOD AND APPARATUS FOR PROVIDING A PHARMACOKINETIC DRUG DOSING REGIMENT

Patent №

US 11,670,409

Granted

2023-06-06

Filed 2018

Owner

BAXALTA INCORPORATED

Lab

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16092396

Systems and methods for providing a clotting factor VIII (CFVIII) dosing regimen include collecting two blood samples from a patient after an infusion of CFVIII and determining a CFVIII clearance based on the two blood samples, and determining if a patient has a half-life greater than a predetermined threshold. A pharmacokinetic (PK) profile of the patient is determined using a Bayesian model of pharmacokinetic profiles of sampled patients having similar body weight or age of the patient. A first weight is applied to the Bayesian model of pharmacokinetic profiles of sampled patients if the half-life of the patient is greater than the predetermined threshold, and a second weight, less than the first weight, is applied to the Bayesian model of pharmacokinetic profiles of sampled patients if the half-life of the patient is less than the predetermined threshold. A dosing regimen is determined for the patient based on the PK profile.

Knowledge representationPlanningAI hardwareG16H 20/17G16C 20/30G16H 50/20G16H 50/50G16H 50/70A61K 49/0004A61P 7/04G06N 7/01+2 more

AI classification

AI hardware0.90
Knowledge representation0.90
Planning0.54
Machine learning0.13
Vision0.03
Evolutionary computation0.01
Natural language0.00
Speech0.00

Ownership

BAXALTA INCORPORATED

assignment · 478930156

Assignors

KUCHIMANCHI, KAMESWARA RAO, LOEW-BASELLI, ALEXANDRA, SPOTTS, GERALD, OH, MYUNGSHIN, HALE, MICHAEL DON, WOLFSEGGER, MARTIN

On an employer assignment, the assignors are typically the inventors.

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