Jiancheng Yang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 74

Top Topics

Nodule Detection

Top Venues

Publications

Jiahao Shi, Hongyu Ge, Shuohong Wang, Donglai Wei, Jiancheng Yang, Ao Cheng, Richard Schalek, Jun Guo, Jeff Lichtman, Lirong Wang, Ruobing Zhang
Two-stage error detection to improve electron microscopy image mosaicking. Comput. Biol. Medicine 178 (2024)
Jiancheng Yang
Multi-task learning for medical foundation models. Nat. Comput. Sci. 4 (7) (2024)
Shixuan Gu, Jason Ken Adhinarta, Mikhail Bessmeltsev, Jiancheng Yang, Jessica Zhang, Daniel R. Berger, Jeff W. Lichtman, Hanspeter Pfister, Donglai Wei
FreSeg: Frenet-Frame-based Part Segmentation for 3D Curvilinear Structures. CoRR (2024)
Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He
EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging. CoRR (2024)
Sihan Shang, Jiancheng Yang, Zhenglong Sun, Pascal Fua
DataCook: Crafting Anti-Adversarial Examples for Healthcare Data Copyright Protection. CoRR (2024)
Liang Jin, Shixuan Gu, Donglai Wei, Jason Ken Adhinarta, Kaiming Kuang, Yongjie Jessica Zhang, Hanspeter Pfister, Bingbing Ni, Jiancheng Yang, Ming Li
: A Large-Scale Benchmark for Rib Labeling and Anatomical Centerline Extraction. IEEE Trans. Medical Imaging 43 (1) (2024)
Wei Zhao, Weidao Chen, Ge Li, Du Lei, Jiancheng Yang, Yanjing Chen, Yingjia Jiang, Jiangfen Wu, Bingbing Ni, Yeqi Sun, Shaokang Wang, Yingli Sun, Ming Li, Jun Liu
GMILT: A Novel Transformer Network That Can Noninvasively Predict EGFR Mutation Status. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Hantao Zhang, Jiancheng Yang, Shouhong Wan, Pascal Fua
LeFusion: Synthesizing Myocardial Pathology on Cardiac MRI via Lesion-Focus Diffusion Models. CoRR (2024)
Jiancheng Yang, Rui Shi, Liang Jin, Xiaoyang Huang, Kaiming Kuang, Donglai Wei, Shixuan Gu, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam M. Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang, Jianye He, Lixuan Che, Hanspeter Pfister, Ming Li, Bingbing Ni
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge. CoRR (2024)
Jiancheng Yang, Hongwei Bran Li, Donglai Wei
The Impact of ChatGPT and LLMs on Medical Imaging Stakeholders: Perspectives and Use Cases. CoRR (2023)
Xiaohuan Kuang, Kang Yuan, Bo Du, Jiancheng Yang
Efficient Lung Nodule Detection via 3D Deep Learning with Shifted Convolutions. IJCNN (2023)
Zhihao Li, Jiancheng Yang, Yongchao Xu, Li Zhang, Wenhui Dong, Bo Du
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation. CoRR (2023)
Minghui Zhang, Yangqian Wu, Hanxiao Zhang, Yulei Qin, Hao Zheng, Wen Tang, Corey W. Arnold, Chenhao Pei, Pengxin Yu, Yang Nan, Guang Yang, Simon Walsh, Dominic C. Marshall, Matthieu Komorowski, Puyang Wang, Dazhou Guo, Dakai Jin, Yanan Wu, Shuiqing Zhao, Runsheng Chang, Boyu Zhang, Xing Lu, Abdul Qayyum, Moona Mazher, Qi Su, Yonghuang Wu, Ying'ao Liu, Yufei Zhu, Jiancheng Yang, Ashkan Pakzad, Bojidar Rangelov, Raúl San José Estépar, Carlos Cano-Espinosa, Jiayuan Sun, Guang-Zhong Yang, Yun Gu
Multi-site, Multi-domain Airway Tree Modeling. Medical Image Anal. 90 (2023)
Chinmay Prabhakar, Hongwei Li, Jiancheng Yang, Suprosanna Shit, Benedikt Wiestler, Bjoern H. Menze
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations. MIDL (2023)
Rui Xu, Zhi Liu, Yong Luo, Han Hu, Li Shen, Bo Du, Kaiming Kuang, Jiancheng Yang
SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention. CoRR (2023)
Ziqiao Weng, Jiancheng Yang, Dongnan Liu, Tom Weidong Cai
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset. CoRR (2023)
Minghui Zhang, Yangqian Wu, Hanxiao Zhang, Yulei Qin, Hao Zheng, Wen Tang, Corey W. Arnold, Chenhao Pei, Pengxin Yu, Yang Nan, Guang Yang, Simon Walsh, Dominic C. Marshall, Matthieu Komorowski, Puyang Wang, Dazhou Guo, Dakai Jin, Yanan Wu, Shuiqing Zhao, Runsheng Chang, Boyu Zhang, Xing Lv, Abdul Qayyum, Moona Mazher, Qi Su, Yonghuang Wu, Ying'ao Liu, Yufei Zhu, Jiancheng Yang, Ashkan Pakzad, Bojidar Rangelov, Raúl San José Estépar, Carlos Cano-Espinosa, Jiayuan Sun, Guang-Zhong Yang, Yun Gu
Multi-site, Multi-domain Airway Tree Modeling (ATM'22): A Public Benchmark for Pulmonary Airway Segmentation. CoRR (2023)
Kangxian Xie, Jiancheng Yang, Donglai Wei, Ziqiao Weng, Pascal Fua
Efficient Anatomical Labeling of Pulmonary Tree Structures via Implicit Point-Graph Networks. CoRR (2023)
Hieu Le, Nicolas Talabot, Jiancheng Yang, Pascal Fua
Enforcing Topological Interaction between Implicit Surfaces via Uniform Sampling. CoRR (2023)
Won-Dong Jang, Stanislav Lukyanenko, Donglai Wei, Jiancheng Yang, Brian D. Leahy, Helen Y. Yang, Dalit Ben-Yosef, Daniel Needleman, Hanspeter Pfister
Multi-Task Curriculum Learning for Partially Labeled Data. ISBI (2023)
Ziqiao Weng, Jiancheng Yang, Dongnan Liu, Tom Weidong Cai
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset. MICCAI (7) (2023)
Zhihao Li, Jiancheng Yang, Yongchao Xu, Li Zhang, Wenhui Dong, Bo Du
Scale-Aware Test-Time Click Adaptation for Pulmonary Nodule and Mass Segmentation. MICCAI (3) (2023)
Chinmay Prabhakar, Hongwei Bran Li, Jiancheng Yang, Suprosanna Shit, Benedikt Wiestler, Bjoern H. Menze
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations. CoRR (2023)
Dingyi Rong, Jiancheng Yang, Bingbing Ni, Bilian Ke
Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation Supervision. CoRR (2022)
Kaiming Kuang, Li Zhang, Jingyu Li, Hongwei Li, Jiajun Chen, Bo Du, Jiancheng Yang
What Makes for Automatic Reconstruction of Pulmonary Segments. MICCAI (1) (2022)
Xiaoyang Huang, Jiancheng Yang, Yanjun Wang, Ziyu Chen, Linguo Li, Teng Li, Bingbing Ni, Wenjun Zhang
Representation-Agnostic Shape Fields. CoRR (2022)
Qikui Zhu, Yanqing Wang, Lei Yin, Jiancheng Yang, Fei Liao, Shuo Li
SelfMix: A Self-adaptive Data Augmentation Method for Lesion Segmentation. MICCAI (4) (2022)
Jiancheng Yang, Rui Shi, Udaranga Wickramasinghe, Qikui Zhu, Bingbing Ni, Pascal Fua
Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis. MICCAI (4) (2022)
Rui Xu, Yong Luo, Bo Du, Kaiming Kuang, Jiancheng Yang
LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection. MICCAI (1) (2022)
Xiaoyang Huang, Jiancheng Yang, Yanjun Wang, Ziyu Chen, Linguo Li, Teng Li, Bingbing Ni, Wenjun Zhang
Representation-Agnostic Shape Fields. ICLR (2022)
Jiancheng Yang, Rui Shi, Udaranga Wickramasinghe, Qikui Zhu, Bingbing Ni, Pascal Fua
Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis. CoRR (2022)
Liang Jin, Shixuan Gu, Donglai Wei, Kaiming Kuang, Hanspeter Pfister, Bingbing Ni, Jiancheng Yang, Ming Li
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction. CoRR (2022)
Jiancheng Yang, Udaranga Wickramasinghe, Bingbing Ni, Pascal Fua
ImplicitAtlas: Learning Deformable Shape Templates in Medical Imaging. CVPR (2022)
Rui Xu, Yong Luo, Bo Du, Kaiming Kuang, Jiancheng Yang
LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection. CoRR (2022)
Kaiming Kuang, Li Zhang, Jingyu Li, Hongwei Li, Jiajun Chen, Bo Du, Jiancheng Yang
What Makes for Automatic Reconstruction of Pulmonary Segments. CoRR (2022)
Udaranga Wickramasinghe, Patrick M. Jensen, Mian Shah, Jiancheng Yang, Pascal Fua
Weakly Supervised Volumetric Image Segmentation with Deformed Templates. MICCAI (5) (2022)
Dingyi Rong, Jiancheng Yang, Bingbing Ni, Bilian Ke
Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation Supervision. ISBI (2022)
Linguo Li, Minsi Wang, Bingbing Ni, Hang Wang, Jiancheng Yang, Wenjun Zhang
3D Human Action Representation Learning via Cross-View Consistency Pursuit. CVPR (2021)
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Bilian Ke, Hanspeter Pfister, Bingbing Ni
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification. CoRR (2021)
Jiancheng Yang, Shixuan Gu, Donglai Wei, Hanspeter Pfister, Bingbing Ni
RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT Scans. MICCAI (1) (2021)
Ye Chen, Jinxian Liu, Bingbing Ni, Hang Wang, Jiancheng Yang, Ning Liu, Teng Li, Qi Tian
Shape Self-Correction for Unsupervised Point Cloud Understanding. ICCV (2021)
Tiancheng Lin, Yuanfan Guo, Canqian Yang, Jiancheng Yang, Yi Xu
Decoupled gradient harmonized detector for partial annotation: Application to signet ring cell detection. Neurocomputing 453 (2021)
Jiancheng Yang, Xiaoyang Huang, Yi He, Jingwei Xu, Canqian Yang, Guozheng Xu, Bingbing Ni
Reinventing 2D Convolutions for 3D Images. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Jiancheng Yang, Yi He, Kaiming Kuang, Zudi Lin, Hanspeter Pfister, Bingbing Ni
Asymmetric 3D Context Fusion for Universal Lesion Detection. MICCAI (5) (2021)
Jiancheng Yang, Yi He, Kaiming Kuang, Zudi Lin, Hanspeter Pfister, Bingbing Ni
Asymmetric 3D Context Fusion for Universal Lesion Detection. CoRR (2021)
Jiancheng Yang, Shixuan Gu, Donglai Wei, Hanspeter Pfister, Bingbing Ni
RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT Scans. CoRR (2021)
Linguo Li, Minsi Wang, Bingbing Ni, Hang Wang, Jiancheng Yang, Wenjun Zhang
3D Human Action Representation Learning via Cross-View Consistency Pursuit. CoRR (2021)
Jiancheng Yang, Rui Shi, Bingbing Ni
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis. ISBI (2021)
Jiancheng Yang, Yangzhou Jiang, Xiaoyang Huang, Bingbing Ni, Chenglong Zhao
Learning Black-Box Attackers with Transferable Priors and Query Feedback. CoRR (2020)
Jiancheng Yang, Mingze Gao, Kaiming Kuang, Bingbing Ni, Yunlang She, Dong Xie, Chang Chen
Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study. MICCAI (6) (2020)
Jiancheng Yang, Haoran Deng, Xiaoyang Huang, Bingbing Ni, Yi Xu
Relational Learning Between Multiple Pulmonary Nodules via Deep Set Attention Transformers. ISBI (2020)
Jiancheng Yang, Yi He, Xiaoyang Huang, Jingwei Xu, Xiaodan Ye, Guangyu Tao, Bingbing Ni
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes. MICCAI (4) (2020)
Tiancheng Lin, Yuanfan Guo, Canqian Yang, Jiancheng Yang, Yi Xu
Decoupled Gradient Harmonized Detector for Partial Annotation: Application to Signet Ring Cell Detection. CoRR (2020)
Jiancheng Yang, Jiajun Chen, Kaiming Kuang, Tiancheng Lin, Junjun He, Bingbing Ni
MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response. MICCAI (2) (2020)
Jiancheng Yang, Mingze Gao, Kaiming Kuang, Bingbing Ni, Yunlang She, Dong Xie, Chang Chen
Hierarchical Classification of Pulmonary Lesions: A Large-Scale Radio-Pathomics Study. CoRR (2020)
Jiancheng Yang, Rui Shi, Bingbing Ni
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis. CoRR (2020)
Jiancheng Yang, Yangzhou Jiang, Xiaoyang Huang, Bingbing Ni, Chenglong Zhao
Learning Black-Box Attackers with Transferable Priors and Query Feedback. NeurIPS (2020)
Yamin Li, Jiancheng Yang, Yi Xu, Jingwei Xu, Xiaodan Ye, Guangyu Tao, Xueqian Xie, Guixue Liu
Malignancy-Aware Follow-Up Volume Prediction for Lung Nodules. CoRR (2020)
Jiancheng Yang, Haoran Deng, Xiaoyang Huang, Bingbing Ni, Yi Xu
Relational Learning between Multiple Pulmonary Nodules via Deep Set Attention Transformers. CoRR (2020)
Jingwei Xu, Zhenbo Yu, Bingbing Ni, Jiancheng Yang, Xiaokang Yang, Wenjun Zhang
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation. CVPR (2020)
Jiancheng Yang, Yi He, Xiaoyang Huang, Jingwei Xu, Xiaodan Ye, Guangyu Tao, Bingbing Ni
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes. CoRR (2020)
Jiancheng Yang, Jiajun Chen, Kaiming Kuang, Tiancheng Lin, Junjun He, Bingbing Ni
MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response. CoRR (2020)
Yamin Li, Jiancheng Yang, Yi Xu, Jingwei Xu, Xiaodan Ye, Guangyu Tao, Xueqian Xie, Guixue Liu
Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules. MICCAI (6) (2020)
Xi Fang, Jiancheng Yang, Bingbing Ni
Stochastic Label Refinery: Toward Better Target Label Distribution. ICPR (2020)
Xiaoyang Huang, Jiancheng Yang, Linguo Li, Haoran Deng, Bingbing Ni, Yi Xu
Evaluating and Boosting Uncertainty Quantification in Classification. CoRR (2019)
Shao-Yung Lu, Siang-Sin Shan, Jiancheng Yang, Chin-Wei Chang, Fan Ren, Jenshan Lin, Stephen J. Pearton, Yu-Te Liao
A Reconfigurable, Pulse-shaping Potentiometric Readout System for Bio-Sensing Transistors. EMBC (2019)
Jiancheng Yang, Rongyao Fang, Bingbing Ni, Yamin Li, Yi Xu, Linguo Li
Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis. CoRR (2019)
Jiancheng Yang, Xiaoyang Huang, Bingbing Ni, Jingwei Xu, Canqian Yang, Guozheng Xu
Reinventing 2D Convolutions for 3D Medical Images. CoRR (2019)
Jiancheng Yang, Qiang Zhang, Rongyao Fang, Bingbing Ni, Jinxian Liu, Qi Tian
Adversarial Attack and Defense on Point Sets. CoRR (2019)
Jiancheng Yang, Rongyao Fang, Bingbing Ni, Yamin Li, Yi Xu, Linguo Li
Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis. MICCAI (6) (2019)
Jiancheng Yang, Qiang Zhang, Bingbing Ni, Linguo Li, Jinxian Liu, Mengdie Zhou, Qi Tian
Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling. CVPR (2019)
Jinxian Liu, Bingbing Ni, Caiyuan Li, Jiancheng Yang, Qi Tian
Dynamic Points Agglomeration for Hierarchical Point Sets Learning. ICCV (2019)
Jiancheng Yang, Qiang Zhang, Bingbing Ni, Linguo Li, Jinxian Liu, Mengdie Zhou, Qi Tian
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling. CoRR (2019)
Jiancheng Yang, Fan Ren, Marko Tadjer, Stephen J. Pearton, Akita Kuramata
2.3 kV Field-Plated Vertical Ga2O3 Schottky Rectifiers and 1 a Forward Current with 650 V Reverse Breakdown Ga2O3 Field-Plated Schottky Barrier Diodes. DRC (2018)
Lei Wang, Jiancheng Yang, Xiaoqin Han, Lei Li, Yan Liu, Liangchao Cong
The Research on Controlling Method of Loom Warp Tension. ISCID (1) (2009)