David J. Harrison

Orcid: 0000-0001-9041-9988

According to our database1, David J. Harrison authored at least 14 papers between 2012 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Leveraging Foundation Models for Enhanced Detection of Colorectal Cancer Biomarkers in Small Datasets.
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

2023
Whole-Slide Images and Patches of Clear Cell Renal Cell Carcinoma Tissue Sections Counterstained with Hoechst 33342, CD3, and CD8 Using Multiple Immunofluorescence.
Data, February, 2023

A Good Feature Extractor Is All You Need for Weakly Supervised Learning in Histopathology.
CoRR, 2023

Deep Multiple Instance Learning with Distance-Aware Self-Attention.
CoRR, 2023

HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

2022
Believe the HiPe: Hierarchical perturbation for fast, robust, and model-agnostic saliency mapping.
Pattern Recognit., 2022

2021
Hoechst Is All You Need: Lymphocyte Classification with Deep Learning.
CoRR, 2021

Believe The HiPe: Hierarchical Perturbation for Fast and Robust Explanation of Black Box Models.
CoRR, 2021

2020
Spatial immune profiling of the colorectal tumor microenvironment predicts good outcome in stage II patients.
npj Digit. Medicine, 2020

2018
A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis.
npj Digit. Medicine, 2018

Context-based interpolation of coarse deep learning prediction maps for the segmentation of fine structures in immunofluorescence images.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2013
TMA Navigator: network inference, patient stratification and survival analysis with tissue microarray data.
Nucleic Acids Res., 2013

2012
A model of estrogen-related gene expression reveals non-linear effects in transcriptional response to tamoxifen.
BMC Syst. Biol., 2012


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