Bayesian Therapeutic Drug Monitoring and Dosing — Hands-on

Understand how Bayesian therapeutic drug monitoring (TDM) supports precision dosing. This module focuses on the conceptual workflow: starting from prior knowledge and patient data, updating a PK model in a Bayesian way, reading posterior exposure, and drafting dose recommendations and follow up plans for clinicians.

Bayesian Therapeutic Drug Monitoring and Dosing

Help Desk · WhatsApp

Session Index

Session 1 — TDM & Bayesian Thinking Foundations Session 2 — Data, Priors & Posterior Exposure Session 3 — Bayesian Dosing Decisions & Follow Up Session 4 — Mini Capstone: TDM–Bayesian Dose Consult

Session 1

Fee: Rs 8800

TDM & Bayesian Thinking Foundations

Role of therapeutic drug monitoring in clinical practice

narrow therapeutic index drugs toxicity and failure prevention integration with clinical judgement

Classical vs Bayesian TDM thinking

fixed trough ranges idea patient specific PK model concept prior, data and posterior view

High level TDM–Bayesian workflow overview

collect context and sample timing update model with levels translate to dosing advice

Session 2

Fee: Rs 11800

Data, Priors & Posterior Exposure

Concentration–time data and sampling concepts

peak, trough and random levels steady state assumptions recording dose and sampling history

Priors and PK models at a conceptual level

population parameter expectations between subject variability idea using prior information responsibly

Posterior exposure and prediction thinking

updated individual PK profile concept visualizing predicted concentration curves credible intervals and uncertainty

Session 3

Fee: Rs 14800

Bayesian Dosing Decisions & Follow Up

From posterior exposure to dose adjustment ideas

target concentration windows concept changing dose or interval themes balancing efficacy and safety signals

Special situations in Bayesian TDM (high level)

renal and hepatic impairment ideas obesity and critical illness themes drug interactions and changing clearance

Sequential TDM and communication with the team

planning next sample timing documenting rationale and caveats integrating feedback from outcomes

Session 4

Fee: Rs 18800

Mini Capstone: TDM–Bayesian Dose Consult

Assemble a TDM case with context and level data

summarize indication and comorbidities list dose history and samples note interacting medicines and organ function

Draft a Bayesian TDM dosing recommendation

describe inferred exposure pattern conceptually propose new dose or interval outline monitoring and re sampling plan

Deliverables: TDM–Bayesian consult note and slide

clinic note as PDF or DOCX one slide summary for boards template for future TDM cases

PDF

Bayesian Therapeutic Drug Monitoring & Dosing Training | TDM, Priors & Precision Dosing

Bayesian Therapeutic Drug Monitoring and Dosing — Hands-on