Carson McNeil | Researcher Profile | Sotabase | Sotabase

Career

· Researcher, University of California, Berkeley

Publications (9)

An end-to-end platform for digital pathology using hyperspectral autofluorescence microscopy and deep learning based virtual histology

medRxiv · 2023

13

cited

Autofluorescence Virtual Staining System for H&E Histology and Multiplex Immunofluorescence Applied to Immuno-Oncology Biomarkers in Lung Cancer

medRxiv · 2024

6

cited

Clinical-Grade Validation of an Autofluorescence Virtual Staining System with Human Experts and a Deep Learning System for Prostate Cancer

medRxiv · 2024

5

cited

Diffusion Models for Generative Histopathology

DGM4MICCAI · 2023

4

cited

THU-284 Prediction of MASH features from liver biopsy images using a pretrained self-supervised learning model

Journal of Hepatology · 2024

1

cited

AI-enabled virtual hematoxylin and eosin and Masson’s trichrome staining for non-alcoholic fatty liver disease activity scoring from single unstained slide

Journal of Hepatology · 2023

Predicting Generalization of AI Colonoscopy Models to Unseen Data

arXiv.org · 2024

Predicting the generalization of computer aided detection (CADe) models for colonoscopy

Discover Artificial Intelligence · 2024

Prediction of KRAS mutation status from H&E foundation model embeddings in non-small cell lung cancer

COMPAY@MICCAI · 2024

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Carson McNeil | Researcher Profile | Sotabase | Sotabase