Jianpeng Zhang

发表

Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection

Zhibin Liao, Chunhua Shen, Yong Xia, 2020, IEEE Transactions on Medical Imaging.

A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification

Chunhua Shen, Yong Xia, Jianpeng Zhang, 2019, IEEE Transactions on Medical Imaging.

Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction

G. Carneiro, Congbo Ma, Hu Wang, 2022, ECCV.

Domain and Content Adaptive Convolution Based Multi-Source Domain Generalization for Medical Image Segmentation

Yong Xia, Shishuai Hu, Jianpeng Zhang, 2021, IEEE Transactions on Medical Imaging.

ClusTR: Exploring Efficient Self-attention via Clustering for Vision Transformers

Qi Wu, A. V. Hengel, Yong Xia, 2022, ArXiv.

DoDNet: Learning to Segment Multi-Organ and Tumors from Multiple Partially Labeled Datasets pdf

Chunhua Shen, Yutong Xie, Yong Xia, 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

UniMiSS: Universal Medical Self-supervised Learning via Breaking Dimensionality Barrier

Qi Wu, Yong Xia, Jianpeng Zhang, 2021, ECCV.

Research Progress on Vision–Language Multimodal Pretraining Model Technology

Jianpeng Zhang, Ruiyang Huang, Huansha Wang, 2022, Electronics.

Learning From Partially Labeled Data for Multi-Organ and Tumor Segmentation

Chunhua Shen, Yong Xia, Jianpeng Zhang, 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Kernel Adversarial Learning for Real-world Image Super-resolution

G. Carneiro, Congbo Ma, Hu Wang, 2021, 2104.09008.

EfficientSeg: A Simple But Efficient Solution to Myocardial Pathology Segmentation Challenge

Zhibin Liao, Yong Xia, Jianpeng Zhang, 2020, MyoPS@MICCAI.

Appendix for UniMiss

Jianpeng Zhang, Yutong Xie, Yong Xia, 2022 .

Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection

Yi Li, Zhibin Liao, Chunhua Shen, 2020 .

COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection pdf

Chunhua Shen, Yong Xia, Yi Li, 2020, ArXiv.

Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features

Sidong Liu, Weidong Cai, Yong Xia, 2016, MCV/BAMBI@MICCAI.

Semi-supervised adversarial model for benign-malignant lung nodule classification on chest CT

Jianpeng Zhang, Yong Xia, Yutong Xie, 2019, Medical Image Anal..

Attention Residual Learning for Skin Lesion Classification

Yong Xia, Chunhua Shen, Yutong Xie, 2019, IEEE Transactions on Medical Imaging.

Inter-Slice Context Residual Learning for 3D Medical Image Segmentation

Yan Wang, Yutong Xie, Yong Xia, 2020, IEEE Transactions on Medical Imaging.

CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

Chunhua Shen, Yong Xia, Jianpeng Zhang, 2021, MICCAI.

PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation pdf

Chunhua Shen, Yutong Xie, Yong Xia, 2020, ArXiv.

Skin Lesion Classification in Dermoscopy Images Using Synergic Deep Learning

Qi Wu, Yong Xia, Yutong Xie, 2018, MICCAI.

Medical image classification using synergic deep learning

Qi Wu, Yutong Xie, Jianpeng Zhang, 2019, Medical Image Anal..

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

Weidong Cai, Yang Song, Dagan Feng, 2019, IEEE Transactions on Medical Imaging.

Fusing texture, shape and deep model-learned information at decision level for automated classification of lung nodules on chest CT

Yanning Zhang, Yong Xia, Michael J. Fulham, 2018, Inf. Fusion.

UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner

Jianpeng Zhang, Yutong Xie, Yiwen Ye, 2023, MICCAI.

Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation

Hao Chen, Chunhua Shen, Pingping Zhang, 2019, IJCAI.

SESV: Accurate Medical Image Segmentation by Predicting and Correcting Errors

Hao Lu, Chunhua Shen, Yutong Xie, 2020, IEEE Transactions on Medical Imaging.

MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images pdf

Sotirios A. Tsaftaris, Sergio Escalera, Xiahai Zhuang, 2022, Medical Image Anal..

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

A. Yuille, Jingren Zhou, Le Lu, 2023, ArXiv.

Boundary-Aware Network for Kidney Tumor Segmentation

Yong Xia, Jianpeng Zhang, Shishuai Hu, 2020, MLMI@MICCAI.

Pairwise Relation Learning for Semi-supervised Gland Segmentation pdf

Zhibin Liao, Chunhua Shen, Johan Verjans, 2020, MICCAI.

Intra- and Inter-Pair Consistency for Semi-Supervised Gland Segmentation

Yong Xia, Johan Verjans, Chunhua Shen, 2021, IEEE Transactions on Image Processing.

Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning pdf

Qi Wu, Yong Xia, Yutong Xie, 2017, ArXiv.

Deep Segmentation-Emendation Model for Gland Instance Segmentation

Hao Lu, Chunhua Shen, Yong Xia, 2019, MICCAI.

The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT

N. Papanikolopoulos, F. Isensee, N. Heller, 2023, ArXiv.

Unified 2D and 3D Pre-training for Medical Image classification and Segmentation pdf

Yong Xia, Yutong Xie, Jianpeng Zhang, 2021, ArXiv.

Classification of Medical Images in the Biomedical Literature by Jointly Using Deep and Handcrafted Visual Features

David Dagan Feng, Michael Fulham, Yutong Xie, 2018, IEEE Journal of Biomedical and Health Informatics.

DeSD: Self-Supervised Learning with Deep Self-Distillation for 3D Medical Image Segmentation

Yong Xia, Jianpeng Zhang, Yiwen Ye, 2022, MICCAI.

TransWS: Transformer-Based Weakly Supervised Histology Image Segmentation

Yong Xia, Jianpeng Zhang, Shaoteng Zhang, 2022, MLMI@MICCAI.

Attention Mechanisms in Medical Image Segmentation: A Survey

Jianpeng Zhang, Yutong Xie, Yong Xia, 2023, ArXiv.

Domain and Content Adaptive Convolution for Domain Generalization in Medical Image Segmentation pdf

Yong Xia, Jianpeng Zhang, Shishuai Hu, 2021, ArXiv.

Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning

Jianpeng Zhang, Yutong Xie, Yiwen Ye, 2023, ArXiv.

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

A. Yuille, Jingren Zhou, Le Lu, 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV).

ReFs: A hybrid pre-training paradigm for 3D medical image segmentation

Jianpeng Zhang, Yutong Xie, Yiwen Ye, 2023, Medical Image Anal..

Transferable Multi-model Ensemble for Benign-Malignant Lung Nodule Classification on Chest CT

David Dagan Feng, Yong Xia, Weidong Cai, 2017, MICCAI.

Multi-Modal Entity Alignment Method Based on Feature Enhancement

Jianpeng Zhang, Ruiyang Huang, Huansha Wang, 2023, Applied Sciences.