William Dean Wallace

According to our database, William Dean Wallace authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep learning-enabled virtual multiplexed immunostaining of label-free tissue for vascular invasion assessment.

Yijie Zhang, Çagatay Isil, Xilin Yang, Yuzhu Li, Anna Elia, Karine Atlan, William Dean Wallace, Nir Pillar, Aydogan Ozcan

CoRR, August, 2025

2024

Label-free evaluation of lung and heart transplant biopsies using virtual staining.

Yuzhu Li, Nir Pillar, Tairan Liu, Guangdong Ma, Yuxuan Qi, Kevin de Haan, Yijie Zhang, Xilin Yang, Adrian J. Correa, Guangqian Xiao, Kuang-Yu Jen, Kenneth A. Iczkowski, Yulun Wu, William Dean Wallace, Aydogan Ozcan

CoRR, 2024

Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology.

Luzhe Huang, Yuzhu Li, Nir Pillar, Tal Keidar Haran, William Dean Wallace, Aydogan Ozcan

CoRR, 2024

Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning.

Xilin Yang, Bijie Bai, Yijie Zhang, Musa Aydin, Sahan Yoruc Selcuk, Zhen Guo, Gregory A. Fishbein, Karine Atlan, William Dean Wallace, Nir Pillar, Aydogan Ozcan

CoRR, 2024

2023

Virtual histological staining of unlabeled autopsy tissue.

Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin de Haan, Luzhe Huang, Sepehr Hamidi, Anatoly Urisman, Tal Keidar Haran, William Dean Wallace, Jonathan E. Zuckerman, Aydogan Ozcan

CoRR, 2023

2021

A multi-resolution model for histopathology image classification and localization with multiple instance learning.

Jiayun Li, Wenyuan Li, Anthony E. Sisk, Huihui Ye, W. Dean Wallace, William Speier, Corey W. Arnold

Comput. Biol. Medicine, 2021

2020

Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis.

Kevin de Haan, Yijie Zhang, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Jonathan E. Zuckerman, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan

CoRR, 2020