Isabella Nogues

Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition

Ronald M. Summers, Jianhua Yao, Mohammadhadi Bagheri, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

DeepPap: Deep Convolutional Networks for Cervical Cell Classification

Ronald M. Summers, Jianhua Yao, Shaoxiong Liu, 2017, IEEE Journal of Biomedical and Health Informatics.

Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database pdf

Ronald M. Summers, Jianhua Yao, Le Lu, 2016, ArXiv.

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Ronald M. Summers, Jianhua Yao, Mingchen Gao, 2016, IEEE Transactions on Medical Imaging.

Deep Learning for Fully Automated Prediction of Overall Survival in Patients with Oropharyngeal Cancer Using FDG-PET Imaging

Nai-Ming Cheng, T. Yen, Hung-Ming Wang, 2021, Clinical Cancer Research.

Deep Learning for Fully Automated Prediction of Overall Survival in Patients Undergoing Resection for Pancreatic Cancer

Le Lu, Isabella Nogues, Zaiyi Liu, 2022, Annals of surgery.

Automatic Lymph Node Cluster Segmentation Using Holistically-Nested Neural Networks and Structured Optimization in CT Images

Ronald M. Summers, Nathan Lay, Holger Roth, 2016, MICCAI.

3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management pdf

Jing Xiao, Le Lu, Kai Cao, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Accurate 3D bone segmentation in challenging CT images: Bottom-up parsing and contextualized optimization

Ronald M. Summers, Nathan Lay, Le Lu, 2016, 2016 IEEE Winter Conference on Applications of Computer Vision (WACV).

Segmentation label propagation using deep convolutional neural networks and dense conditional random field

Ronald M. Summers, Le Lu, Mingchen Gao, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Large-scale pancreatic cancer detection via non-contrast CT and deep learning

Gregory D. Hager, Isabella Nogues, C. Xie, 2023, Nature medicine.