CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans.

[BibT_eX]

[DOI]

Jieneng Chen

Yingda Xia

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Effective Opportunistic Esophageal Cancer Screening Using Noncontrast CT Imaging.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

DeepCRC: Colorectum and Colorectal Cancer Segmentation in CT Scans via Deep Colorectal Coordinate Transform.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

DeepPrognosis: Preoperative prediction of pancreatic cancer survival and surgical margin via comprehensive understanding of dynamic contrast-enhanced CT imaging and tumor-vascular contact parsing.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Effective Pancreatic Cancer Screening on Non-contrast CT Scans via Anatomy-Aware Transformers.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks.

[BibT_eX]

[DOI]

Jiawen Yao

Xinliang Zhu

Jitendra Jonnagaddala

Nicholas J. Hawkins

Junzhou Huang

Medical Image Anal., 2020

Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-institutional Multi-phase Partially-Annotated CT Scans.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging.

[BibT_eX]

[DOI]

Ashwin Raju

Jiawen Yao

Mohammad MinHazul Haq

Jitendra Jonnagaddala

Junzhou Huang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT.

[BibT_eX]

[DOI]

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Deep Multi-instance Learning for Survival Prediction from Whole Slide Images.

[BibT_eX]

[DOI]

Jiawen Yao

Xinliang Zhu

Junzhou Huang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Integrating 3D Geometry of Organ for Improving Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Lemusade: Make Lemonade Using Music.

[BibT_eX]

[DOI]

Jiexin Lyu

Jiawen Yao

Ankit Bansal

Proceedings of the Adjunct of the 2019 International Conference on Multimodal Interaction, 2019

2018

Background Subtraction Using Spatio-Temporal Group Sparsity Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

An efficient algorithm for dynamic MRI using low-rank and total variation regularizations.

[BibT_eX]

[DOI]

Medical Image Anal., 2018

A simple primal-dual algorithm for nuclear norm and total variation regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Robust Contextual Bandit via the Capped- ℓ _2 ℓ 2 Norm for Mobile Health Intervention.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Graph CNN for Survival Analysis on Whole Slide Pathological Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Cohesion-driven Online Actor-Critic Reinforcement Learning for mHealth Intervention.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017

Robust Contextual Bandit via the Capped-$\ell_{2}$ norm.

[BibT_eX]

[DOI]

CoRR, 2017

Deep Correlational Learning for Survival Prediction from Multi-modality Data.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

WSISA: Making Survival Prediction from Whole Slide Histopathological Images.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Imaging Biomarker Discovery for Lung Cancer Survival Prediction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Subtype Cell Detection with an Accelerated Deep Convolution Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Lung cancer survival prediction from pathological images and genetic data - An integration study.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model.

[BibT_eX]

[DOI]

Jaime Rodriguez-Canales

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Deep convolutional neural network for survival analysis with pathological images.

[BibT_eX]

[DOI]

Xinliang Zhu

Jiawen Yao

Junzhou Huang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015

Background Subtraction Based on Low-Rank and Structured Sparse Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Computer-Assisted Diagnosis of Lung Cancer Using Quantitative Topology Features.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

2014

Foreground detection using low rank and structured sparsity.

[BibT_eX]

[DOI]

Jiawen Yao

Xin Liu

Chun Qi

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Jiawen Yao

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