ReviewFrontiers in medicine2022
Digital pathology - Rising to the challenge.
Review in Frontiers in medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed.
- A guide for the deployment, validation, and accreditation of clinical digital pathology tools.Journal of pathology informatics · 2026Article
- Challenges and opportunities of implementing open-source digital pathology in sub-Saharan Africa: Lessons learned from deploying QuPath for breast cancer biomarker assessment in Cameroon.Journal of pathology informatics · 2026Article
- Diagnostic challenges of faded hematoxylin and eosin slides: limitations of re-staining and re-sectioning and possible reason to go digital.Virchows Archiv : an international journal of pathology · 2026Article
- The critical role of standards for AI in digital pathology: Digital Pathology Association Concept Paper.Journal of pathology informatics · 2026Article
- Streamlining a Patchwork - Exploring the Challenges of Digital Transformation in Pathology: Ethnographic Study.Journal of medical Internet research · 2025Article
- Development and clinical validation of deep learning-based immunohistochemistry prediction models for subtyping and staging of gastrointestinal cancers.BMC gastroenterology · 2025Article
- HER2 testing: evolution and update for a companion diagnostic assay.Nature reviews. Clinical oncology · 2025Review
- Advancements in pathology: Digital transformation, precision medicine, and beyond.Journal of pathology informatics · 2025Review
- Review
- Swiss digital pathology recommendations: results from a Delphi process conducted by the Swiss Digital Pathology Consortium of the Swiss Society of Pathology.Virchows Archiv : an international journal of pathology · 2024Article
- Artificial Intelligence-Based Quality Assessment of Histopathology Whole-Slide Images within a Clinical Workflow: Assessment of 'PathProfiler' in a Diagnostic Pathology Setting.Diagnostics (Basel, Switzerland) · 2024Article
- [Digital transformation of a routine histopathology lab : Dos and don'ts!]Pathologie (Heidelberg, Germany) · 2024Review
- The slow-paced digital evolution of pathology: lights and shadows from a multifaceted board.Pathologica · 2023Review
- Sustainable development goals applied to digital pathology and artificial intelligence applications in low- to middle-income countries.Frontiers in medicine · 2023Article
- Digital pathology operations at a tertiary cancer center: Infrastructure requirements and operational cost.Journal of pathology informatics · 2023Article
- Whole slide imaging (WSI) scanner differences influence optical and computed properties of digitized prostate cancer histology.Journal of pathology informatics · 2023Article
- Review
Corrections and comments
- Erratum issued
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Digital pathology has gone through considerable technical advances during the past few years and certain aspects of digital diagnostics have been widely and swiftly adopted in many centers, catalyzed by the COVID-19 pandemic. However, analysis of requirements, careful planning, and structured implementation should to be considered in order to reap the full benefits of a digital workflow. The aim of this review is to provide a practical, concise and hands-on summary of issues relevant to implementing and developing digital diagnostics in the pathology laboratory. These include important initial considerations, possible approaches to overcome common challenges, potential diagnostic pitfalls, validation and regulatory issues and an introduction to the emerging field of image analysis in routine.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.