Jinzheng Cai
University Research Co (United States)(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, Medical Imaging Techniques and Applications, Lung Cancer Diagnosis and Treatment, AI in cancer detection, Advanced Neural Network Applications
Most-Cited Works
- → Pathologist-level interpretable whole-slide cancer diagnosis with deep learning(2019)313 cited
- → Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation(2020)257 cited
- → 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training(2020)167 cited
- → Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function(2017)130 cited
- → Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks(2016)108 cited
- → Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network(2018)106 cited
- → Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT(2020)83 cited
- → Accurate Weakly-Supervised Deep Lesion Segmentation Using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST(2018)71 cited
- → Kernel-Based Supervised Discrete Hashing for Image Retrieval(2016)57 cited
- → Deep Learning for Fully Automated Prediction of Overall Survival in Patients with Oropharyngeal Cancer Using FDG-PET Imaging(2021)54 cited