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W. Scott Campbell, Ph.D., MBA University of Nebraska Medical Center
A Conceptual Process to Capture Microscopic Findings by the Surgical Pathologist W. Scott Campbell, Ph.D., MBA University of Nebraska Medical Center
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Acknowledgements Steven H. Hinrichs, MD William W. West, MD
University of Nebraska Medical Center Acknowledgements Steven H. Hinrichs, MD Chairman of UNMC Department of Pathology/Microbiology William W. West, MD Surgical Pathologist – breast cancer specialist, UNMC James R. Campbell, MD Internal Medicine - UNMC
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University of Nebraska Medical Center
Objectives Present research into whole slide imaging (WSI) process to capture pathology findings Discuss incorporation of SNOMED CT Discuss current issues Solicit input and feedback
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Anatomic Pathology Workflow
University of Nebraska Medical Center Anatomic Pathology Workflow Microscope replaced by scanner and computer monitor
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Current Practice Problems Pathologist examines slides
University of Nebraska Medical Center Current Practice Pathologist examines slides Identifies relevant abnormal tissue morphologies Reaches conclusion and generates report Problems Reports are primarily natural language Microscopic findings interpreted but not reported Reports and report details not computable
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University of Nebraska Medical Center
Whole Slide Imaging WSI allows images of tissue features to be outlined (marked up) and annotated Annotations can be encoded in SNOMED CT Annotations can be rolled up into final report and much more….
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Opportunities using SNOMED CT
University of Nebraska Medical Center Opportunities using SNOMED CT Structured, mineable pathology reports Scaffolding for CDSS Mineable image libraries Information re-use Public health, registries Research Knowledge Capture and representation
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Typical Pathology Report
University of Nebraska Medical Center Typical Pathology Report Final Diagnosis: RIGHT BREAST, VACUUM-ASSISTED NEEDLE CORE BIOPSY: - DUCTAL CARCINOMA IN SITU WITH EXTENSIVE PERIDUCTAL SCLEROSIS AND INFLAMMATION. - FOCUS SUSPICIOUS BUT NOT DIAGNOSTIC FOR MICROINVASION. - GROWTH PATTERN: SOLID. - NUCLEAR GRADE: HIGH. - NECROSIS: PRESENT. - MICROCALCIFICATION IN DCIS: YES. Microscopic Report: Performed
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Ductal carcinoma of female breast
University of Nebraska Medical Center Ductal carcinoma of female breast Nodular Focus Necrosis Epithelial hyperplasia with atypia
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Epithelial Hyperplasia with atypia
University of Nebraska Medical Center Epithelial Hyperplasia with atypia Epithelial hyperplasia with atypia |IS A| |clinical finding|: |finding site| = |structure of small lactiferous ducts|, |associated morphology| = ( |epithelial hyperplasia| |atypia suspicious for malignancy), |finding method| = ( |hematoxylin and eosin stain method| |histopathology test| |light microscopy|)
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Possible Invasive Carcinoma of Breast
University of Nebraska Medical Center Possible Invasive Carcinoma of Breast Possible invasive ductal carcinoma Should trigger differential stains
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Possible invasive carcinoma of breast CDSS
University of Nebraska Medical Center Possible invasive carcinoma of breast CDSS Possible invasive carcinoma |IS A| |situation with explicit context|: { |finding context| = |known possible|, |associated finding|= |clinical finding|= ( |finding site| = |lactiferous duct structure|, |associated morphology| = |infiltrating duct carcinoma|, |finding method| = ( |hematoxylin and eosin stain method| |histopathology test| |light microscopy|)), |temporal context value| = |current – unspecified|, |subject relationship context| = |subject of record|} Trigger special differentiating Stains
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Mineable Image Repositories or Visual CDSS
University of Nebraska Medical Center Mineable Image Repositories or Visual CDSS Expansive library of images; searchable Ductal Carcinoma in situ with Micropapillary Growth Pattern
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Can involve complicated expressions: Focal Hyperplasia w/o atypia
University of Nebraska Medical Center Can involve complicated expressions: Focal Hyperplasia w/o atypia Focal hyperplasia without atypia |IS A| |situation with explicit context|: { |finding context| = |known present|, |associated finding|= |clinical finding|= ( |finding site| = |breast structure|, |associated morphology| = |focal epithelial hyperplasia| |finding method| = ) |hematoxylin and eosin stain method|+ |histopathology test| |light microscopy|)), |temporal context value| = |current – unspecified|, |subject relationship context| = |subject of record|} + { |finding context| = |known absent|, ( |finding site| = |epithelial cell|, |associated morphology| = |atypia suspicious for malignancy|, |finding method| = ( |hematoxylin and eosin stain method|+
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Issues to Address Storage and retrieval Data capture
University of Nebraska Medical Center Issues to Address Storage and retrieval Normal form Expression Repository Data capture Development Production Terminology elements
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Clinical Finding Storage Model – Normal Form
University of Nebraska Medical Center Clinical Finding Storage Model – Normal Form Evolve into Expression Repository Model in Close to user form?
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Proposed Process Pathologist outlines region of interest
University of Nebraska Medical Center Proposed Process Pathologist outlines region of interest Pick lists presented (normal form, close to user form) that are contextually relevant Finding sites Abnormal Morphologies Associated Findings Probability/Presence/Absence
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System Interaction Diagram
University of Nebraska Medical Center System Interaction Diagram
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User Interface - How best to capture findings
University of Nebraska Medical Center User Interface - How best to capture findings Developmental process GUI prompting for response using normal form concepts Free text Administrative Review Production process Close to user form Free text with administrative review
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Terminology Issues Situations Concept definitions Concept model
University of Nebraska Medical Center Terminology Issues Concept definitions Architectural and tissue morphometries Missing concept definitions Hyaline casts Atypical epithelial hyperplasia Immunohistochemistry staining methods Concept model Discrete Measurements Histologic grade Abnormal Morphology or Observable? Situations
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University of Nebraska Medical Center
Future Directions Develop microscopic examination SNOMED CT local extension defining a subset of anatomic pathology Bind WSI modality with structured annotation data structure Development of contextual value set in a subset of anatomic pathology Bind structured microscopic exam information to structured anatomic pathology report and subsequent synoptic reports
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University of Nebraska Medical Center
Thank you
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University of Nebraska Medical Center
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