Ronald Xie

The multimodality cell segmentation challenge: toward universal solutions

Jun Ma, Ronald Xie, Shamini Ayyadhury et al. · Nature Methods · 2024 · 119 citations · Full text

Image Analysis, Machine Vision, Deep Learning +10

DUBStepR is a scalable correlation-based feature selection method for accurately clustering single-cell data

Bobby Ranjan, Wenjie Sun, Jinyu Park et al. · Nature Communications · 2021 · 76 citations · Full text

Single-cell Data, Engineering, Machine Learning +18

scGPT-spatial: Continual Pretraining of Single-Cell Foundation Model for Spatial Transcriptomics

Chloe Xueqi Wang, Haotian Cui, A. Zhang et al. · 2025 · 27 citations · Full text

WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models

John Giorgi, Augustin Toma, Ronald Xie et al. · 2023 · 21 citations · Full text

Llm Fine-tuning, Engineering, Automated Note Generation +23

MAESTER: Masked Autoencoder Guided Segmentation at Pixel Resolution for Accurate, Self-Supervised Subcellular Structure Recognition

Ronald Xie, Kuan Pang, Gary D. Bader et al. · 2023 · 17 citations

Pixel Resolution, Convolutional Neural Network, Engineering +20