Residents / Learning

Practical learning pathways for radiology residents.

Exam preparation, cases, spotters, AI primers, learning modules, research guidance and educational initiatives for radiology trainees.

Learning pathways

Resident learning pathways

Focused areas for radiology residents who want practical, exam-oriented and AI-aware learning.

Exam focus

Structured revision paths, high-yield topic lists, viva-style prompts and board-oriented preparation frameworks.

Case practice

Short-format imaging cases, spotters, pearls and pattern-recognition exercises for daily resident learning.

AI primer

Clinician-friendly AI primers covering computer vision, LLMs, prompting, validation and practical radiology use cases.

Module-based

Modular teaching around MR physics, reporting structure, AI concepts and research methods.

Research

Thesis framing, study design, publication thinking, poster preparation and practical academic writing support.

Workshops

Teaching collaborations, resident workshops, online modules and institutional learning programs.

Teaching resources

Exam-preparation frameworks built around real-world radiology cases.

Teaching material around MR physics, recent advances and practical problem-solving.

Contributor to the radiology modules of orthopaedic textbooks in the DigiNerve digital learning series.

Introductory AI material for radiology residents.

Guidance on creating sharper radiology presentations.

Guidance on AI-enabled research, thesis work and publication strategy.

Exam decks, spotter sets, AI explainers, case snippets and learning modules can support residents across daily practice and exam preparation.