Tiantian Ren

A Comparative Analysis of Two Machine Learning-Based Diagnostic Patterns with Thyroid Imaging Reporting and Data System for Thyroid Nodules: Diagnostic Performance and Unnecessary Biopsy Rate

Chong‐Ke Zhao, Tiantian Ren, Yifei Yin et al. · Thyroid · 2020 · 93 citations

Decoding the molecular subtypes of breast cancer seen on multimodal ultrasound images using an assembled convolutional neural network model: A prospective and multicentre study

Boyang Zhou, Lifan Wang, Haohao Yin et al. · EBioMedicine · 2021 · 56 citations · Full text

Associations between Carotid Artery Plaque Score, Carotid Hemodynamics and Coronary Heart Disease

Huiping Zhang, Mengxue Liu, Tiantian Ren et al. · International Journal of Environmental Research and Public Health · 2015 · 18 citations · Full text

A deep learning fusion network trained with clinical and high-frequency ultrasound images in the multi-classification of skin diseases in comparison with dermatologists: a prospective and multicenter study

An‐Qi Zhu, Qiao Wang, Yi-Lei Shi et al. · EClinicalMedicine · 2024 · 18 citations · Full text

Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images

Zhuo Xiang, Xiao Yu Tian, Yiyao Liu et al. · Neural Networks · 2024 · 13 citations