Pathology Education

Courses, masterclasses, workshops and certificate programmes — most included with membership.

Course materials · members

Advanced AI for Pathology — the full deck library

All 32 module decks, 3,200 slides, matching the six levels of the diploma curriculum. Editable PowerPoint, yours to teach from — included with membership.

Published curriculum: DOCX — detailed syllabus, outcomes and assessment structure

Download all — 10.6 MB ZIP Browse individual modules PathologyAI Academy

32 modules

Level 1 · Module 1

Introduction to AI

History of AI, machine learning, deep learning, generative AI, computer vision, common terminology, limitations and opportunities in pathology.

History of AIMachine LearningDeep LearningGenerative AI +4 more
15 min · 20 cards · 100 slides

Level 1 · Module 2

Fundamentals of Pathology

Histopathology, cytopathology, molecular pathology, laboratory workflow, quality systems, diagnostic decision making.

HistopathologyCytopathologyMolecular pathologyLaboratory workflow +2 more
15 min · 13 cards · 100 slides

Level 1 · Module 3

Digital Pathology Essentials

Whole slide imaging, scanners, image formats, storage, telepathology, validation.

Whole slide imagingScannersImage formatsStorage solutions +2 more
12 min · 14 cards · 100 slides

Level 1 · Module 4

AI Tools

ChatGPT, Claude, Gemini, NotebookLM, MedGemma, literature search tools, presentation tools.

ChatGPTClaudeGeminiNotebookLM +3 more
15 min · 14 cards · 100 slides

Level 1 · Module 5

AI Productivity

Report drafting, literature summaries, education, meeting notes, prompt engineering basics.

Report draftingLiterature summariesEducationMeeting notes +1 more
12 min · 11 cards · 100 slides

Level 2 · Module 6

Digital Workflow

LIS, PACS, DICOM, FHIR, interoperability, workflow mapping.

LIS integrationPACS systemsDICOM standardsFHIR +2 more
20 min · 13 cards · 100 slides

Level 2 · Module 7

Whole Slide Imaging

Scanner selection, QC, compression, storage, archive management.

Scanner selectionQuality controlCompressionStorage +2 more
18 min · 12 cards · 100 slides

Level 2 · Module 8

Informatics

Databases, metadata, security, cloud pathology.

DatabasesMetadata managementSecurityCloud pathology +2 more
16 min · 13 cards · 100 slides

Level 2 · Module 9

Image Analysis

Segmentation, cell detection, biomarker quantification, heatmaps.

SegmentationCell detectionBiomarker quantificationHeatmaps +2 more
17 min · 12 cards · 100 slides

Level 2 · Module 10

QuPath Masterclass

Annotations, scripting, plugins, batch analysis.

QuPath interfaceAnnotationsScriptingPlugins +2 more
20 min · 12 cards · 100 slides

Level 3 · Module 11

Machine Learning

Classification, regression, clustering, evaluation metrics.

ClassificationRegressionClusteringEvaluation metrics +2 more
20 min · 13 cards · 100 slides

Level 3 · Module 12

Deep Learning

CNNs, Vision Transformers, transfer learning.

Convolutional Neural NetworksVision TransformersTransfer learningBackpropagation +2 more
22 min · 12 cards · 100 slides

Level 3 · Module 13

Computer Vision

Detection, segmentation, explainable AI.

Object detectionSegmentationInstance segmentationExplainable AI +2 more
20 min · 12 cards · 100 slides

Level 3 · Module 14

Computational Pathology

Digital biomarkers, spatial pathology, quantitative pathology.

Digital biomarkersSpatial pathologyQuantitative pathologyMorphometry +2 more
19 min · 12 cards · 100 slides

Level 3 · Module 15

Foundation Models

UNI, Virchow, Prov-GigaPath, H-optimus, MedGemma, PathChat.

UNI modelVirchowProv-GigaPathH-optimus +3 more
18 min · 14 cards · 100 slides

Level 3 · Module 16

Prompt Engineering

Clinical prompts, research prompts, educational prompts.

Clinical promptsResearch promptsEducational promptsPrompt optimization +2 more
15 min · 12 cards · 100 slides

Level 4 · Module 17

AI-assisted Diagnosis

Applications in breast, lung, GI, prostate, neuropathology, dermatopathology, hematopathology, cytopathology.

Breast pathology AILung pathology AIGI pathology AIProstate pathology AI +4 more
25 min · 16 cards · 100 slides

Level 4 · Module 18

Validation

CAP, FDA, CE-IVDR, ISO principles, validation studies.

CAP standardsFDA approvalCE-IVDRISO principles +3 more
22 min · 14 cards · 100 slides

Level 4 · Module 19

Ethics

Bias, privacy, governance, cybersecurity.

Bias in AIPrivacyData governanceCybersecurity +3 more
20 min · 14 cards · 100 slides

Level 4 · Module 20

Deployment

Procurement, implementation, ROI, change management.

ProcurementImplementationROI calculationChange management +3 more
23 min · 14 cards · 100 slides

Level 4 · Module 21

Quality Assurance

Performance monitoring, auditing, continuous improvement.

Performance monitoringAuditingContinuous improvementQuality metrics +3 more
21 min · 14 cards · 100 slides

Level 5 · Module 22

AI Research

Dataset creation, annotation, statistics, reproducibility.

Dataset creationAnnotationStatisticsReproducibility +3 more
24 min · 14 cards · 100 slides

Level 5 · Module 23

Scientific Writing

Systematic reviews, manuscripts, grants, peer review.

Systematic reviewsManuscript writingGrant writingPeer review +3 more
20 min · 14 cards · 100 slides

Level 5 · Module 24

Molecular AI

Genomics, proteomics, multiomics, spatial biology.

GenomicsProteomicsMultiomicsSpatial biology +3 more
22 min · 14 cards · 100 slides

Level 5 · Module 25

Multimodal AI

Imaging, genomics, clinical data fusion.

Imaging fusionGenomics integrationClinical dataMultimodal learning +2 more
21 min · 12 cards · 100 slides

Level 5 · Module 26

Education

Teaching, virtual microscopy, AI tutors, curriculum.

Teaching methodsVirtual microscopyAI tutorsCurriculum design +3 more
19 min · 14 cards · 100 slides

Level 6 · Module 27

AI Products

Product strategy, UX, commercialization, regulation.

Product strategyUX designCommercializationRegulation +3 more
25 min · 14 cards · 100 slides

Level 6 · Module 28

Leadership

Digital transformation, budgeting, governance.

Digital transformationBudgetingGovernanceOrganizational change +3 more
23 min · 14 cards · 100 slides

Level 6 · Module 29

Entrepreneurship

Business models, IP, fundraising, partnerships.

Business modelsIntellectual propertyFundraisingPartnerships +3 more
22 min · 14 cards · 100 slides

Level 6 · Module 30

Future of Pathology

Agentic AI, robotics, digital twins, precision diagnostics.

Agentic AIRoboticsDigital twinsPrecision diagnostics +3 more
20 min · 14 cards · 100 slides

Level 6 · Module 31

Capstone

Real implementation or research project.

Project selectionPlanningImplementationData analysis +2 more
480 min · 12 cards · 100 slides

Level 6 · Module 32

Viva

Portfolio presentation and expert examination.

Portfolio reviewExpert examinationDiscussionCertification
120 min · 8 cards · 100 slides
Course certificates state clearly whether they represent participation, completion, assessment or CME credit. They are not a professional certification or a licence to practise.

Accredited courses

Structured courses

Longer-form courses that sit alongside the deck library, each ending in a certificate. Included with membership.

Learning formats

Courses
Certificate programmes
Masterclasses
Webinars
Workshops
Recorded lectures
Case-based learning
Assessments
Question banks
Learning pathways

Subject areas

Pathology fundamentals
Histopathology
Cytopathology
Haematopathology
Molecular pathology
Laboratory medicine
Digital pathology
Artificial intelligence
Research methods
Scientific writing
Medical statistics
Quality management
Laboratory accreditation
Career preparation