ksb-d03-k0027

name	KSB-D03-K0027
description	Deep Learning Applications: Neural networks for complex pattern recognition, image analysis for dermatological ADRs...
version	1.0.0
domain	D03
domain_name	Important ADRs Recognition
type	Knowledge
proficiency_level	L3
bloom_level	apply
triggers	["explain deep learning applications","what is deep learning applications","apply deep learning applications"]
epa_mapping	EPA-01, EPA-02, EPA-05
cpa_mapping	CPA-01, CPA-02
regulatory_refs	ICH-E2A, EMA-GVP-014, EMA-GVP-015

KSB-D03-K0027: Deep Learning Applications

Overview

Domain: D03 - Important ADRs Recognition Type: Knowledge Proficiency Level: L3 (Competent - Minimal supervision) Bloom Level: Apply

Description

Neural networks for complex pattern recognition, image analysis for dermatological ADRs

Context

• Major Section: Organ System-Specific ADR Patterns
• Section: Pattern Recognition Systems

EPA Mapping

• EPA-01:3001-3003
• EPA-02:3004-3005
• EPA-05:3011-3012

CPA Pathway

• CPA-01, CPA-02

Regulatory References

• ICH-E2A
• EMA-GVP-014
• EMA-GVP-015

Instructions

When this skill is activated, Claude should:

1. Demonstrate L3 proficiency in deep learning applications
2. Apply apply level cognitive skills to apply the topic
3. Reference relevant regulatory guidance (ICH-E2A, EMA-GVP-014, EMA-GVP-015)
4. Connect to related EPAs: EPA-01, EPA-02, EPA-05

Key Competencies

• Neural networks for complex pattern recognition, image analysis for dermatological ADRs

Assessment Criteria

• Can apply core concepts independently
• Demonstrates understanding of regulatory context
• Applies knowledge appropriately to PV scenarios

Related Skills

• Other D03 skills in Pattern Recognition Systems
• Cross-domain integrations per DAG architecture

---

Generated from PV KSB Framework v1.0 | 2025-12-31