Darren Treanor

Orcid: 0000-0002-4579-484X

Affiliations:
  • St James' University Hospital, Leeds, UK
  • University of Leeds, UK


According to our database1, Darren Treanor authored at least 37 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Artificial intelligence in digital pathology: a systematic review and meta-analysis of diagnostic test accuracy.
npj Digit. Medicine, 2024

Public evidence on AI products for digital pathology.
npj Digit. Medicine, 2024

Immune subtyping of melanoma whole slide images using multiple instance learning.
Medical Image Anal., 2024

2023
How, for whom, and in what contexts will artificial intelligence be adopted in pathology? A realist interview study.
J. Am. Medical Informatics Assoc., February, 2023

Pathologists light level preferences using the microscope - a study to guide digital pathology display use.
CoRR, 2023

Artificial intelligence in digital pathology: a diagnostic test accuracy systematic review and meta-analysis.
CoRR, 2023

Navigating the reporting guideline environment for computational pathology: A review.
CoRR, 2023

Digital pathology whole slide image compression with vector quantized variational autoencoders.
Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023

Multi-level Graph Representations of Melanoma Whole Slide Images for Identifying Immune Subgroups.
Proceedings of the Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, 2023

2022
Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021
The Effect of Quality Control on Accuracy of Digital Pathology Image Analysis.
IEEE J. Biomed. Health Informatics, 2021

Proactive Construction of an Annotated Imaging Database for Artificial Intelligence Training.
J. Digit. Imaging, 2021

2019
Interactive Visualization of 3D Histopathology in Native Resolution.
IEEE Trans. Vis. Comput. Graph., 2019

2017
Transfer Function design toolbox for full-color volume datasets.
Proceedings of the 2017 IEEE Pacific Visualization Symposium, 2017

2016
The Design and Evaluation of Interfaces for Navigating Gigapixel Images in Digital Pathology.
ACM Trans. Comput. Hum. Interact., 2016

A framework for 3D vessel analysis using whole slide images of liver tissue sections.
Int. J. Comput. Biol. Drug Des., 2016

Scale Stain: Multi-Resolution Feature Enhancement in Pathology Visualization.
CoRR, 2016

Understanding Design for Automated Image Analysis in Digital Pathology.
Proceedings of the 9th Nordic Conference on Human-Computer Interaction, Gothenburg, Sweden, October 23, 2016

Incorporating Local and Global Context for Better Automated Analysis of Colorectal Cancer on Digital Pathology Slides.
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

2015
Effect of Display Resolution on Time to Diagnosis with Virtual Pathology Slides in a Systematic Search Task.
J. Digit. Imaging, 2015

Consistency and Standardization of Color in Medical Imaging: a Consensus Report.
J. Digit. Imaging, 2015

Performance and interaction behaviour during visual search on large, high-resolution displays.
Inf. Vis., 2015

A Novel Approach for the Colour Deconvolution of Multiple Histological Stains.
Proceedings of the Medical Image Understanding and Analysis, 2015

A 3D Primary Vessel Reconstruction Framework with Serial Microscopy Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Barriers and facilitators to the introduction of digital pathology for diagnostic work.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Liver whole slide image analysis for 3D vessel reconstruction.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Unsupervised Content Classification Based Nonrigid Registration of Differently Stained Histology Images.
IEEE Trans. Biomed. Eng., 2014

A Nonlinear Mapping Approach to Stain Normalization in Digital Histopathology Images Using Image-Specific Color Deconvolution.
IEEE Trans. Biomed. Eng., 2014

Towards automatic patient selection for chemotherapy in colorectal cancer trials.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

A framework for quantification of regional cardiac fibrosis from serial sections using 3D whole slide imaging.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Leveraging wall-sized high-resolution displays for comparative genomics analyses of copy number variation.
Proceedings of the IEEE Symposium on Biological Data Visualization, 2013

2012
Diagnosis at the microscope: a workplace study of histopathology.
Cogn. Technol. Work., 2012

Visual Parameter Optimization for Biomedical Image Analysis: A Case Study.
Proceedings of SIGRAD 2012, 2012

Using a high-resolution wall-sized virtual microscope to teach undergraduate medical students.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Context Aware Colour Classification in Digital Microscopy.
Proceedings of the Medical Image Understanding and Analysis, 2011

Context-Based Classification of Cell Nuclei and Tissue Regions in Liver Histopathology.
Proceedings of the Medical Image Understanding and Analysis, 2011

Texture Analysis of Virtual Slides for Grading Dysplasia in Barretts Oesophagus.
Proceedings of the Medical Image Understanding and Analysis, 2011


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