Alex Kong

Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning

Noah F. Greenwald, Geneva Miller, Erick Moen et al. · Nature Biotechnology · 2021 · 843 citations · Full text

Engineering, Machine Learning, Digital Pathology +16

Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma

Tyler Risom, David R. Glass, Inna Averbukh et al. · Cell · 2022 · 357 citations · Full text

Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning

Noah F. Greenwald, Geneva Miller, Erick Moen et al. · 2021 · 142 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Robust phenotyping of highly multiplexed tissue imaging data using pixel-level clustering

Candace C. Liu, Noah F. Greenwald, Alex Kong et al. · Nature Communications · 2023 · 85 citations · Full text

Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma

Tyler Risom, David R. Glass, Candace C. Liu et al. · 2021 · 47 citations · Full text

Breast Oncology, Engineering, Oncologic Imaging +21