Sen Yang

发表

Automatic hypernasality grade assessment in cleft palate speech based on the spectral envelope method

H. Yin, Ling He, Jing Zhang, 2019, Biomedizinische Technik. Biomedical engineering.

Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification

Junzhou Huang, Xiao Han, Sen Yang, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Automatic Hypernasality Detection in Cleft Palate Speech Using CNN

Ming Tang, Heng Yin, Xiyue Wang, 2019, Circuits, systems, and signal processing.

HypernasalityNet: Deep recurrent neural network for automatic hypernasality detection

Ming Tang, Heng Yin, Ling He, 2019, Int. J. Medical Informatics.

Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

Víctor M. Campello, D. Rueckert, Maxime Sermesant, 2020, Medical Image Anal..

St2cell: Reconstruction of in situ single-cell spatial transcriptomics by integrating high-resolution histological image

Xiao Han, Sen Yang, Wei Yang, 2022, bioRxiv.

Automatic diagnosis and grading of Prostate Cancer with weakly supervised learning on whole slide images

Xiao Han, Sen Yang, Xiyue Wang, 2022, Comput. Biol. Medicine.

DeepNoise: Disentanglement of Experimental Noise from Real Biological Signals based on Fluorescent Microscopy Image Classiﬁcation via Deep Learning

Junzhou Huang, Tao Shen, Xiao Han, 2022 .

DeepNoise: Signal and Noise Disentanglement Based on Classifying Fluorescent Microscopy Images via Deep Learning

Junzhou Huang, Tao Shen, Xiao Han, 2022, Genom. Proteom. Bioinform..

A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images

Junzhou Huang, Feng Luo, Sen Yang, 2022, Medical Image Anal..

Knowledge-Based Representation Learning for Nucleus Instance Classification From Histopathological Images

Junzhou Huang, Xiao Han, Sen Yang, 2022, IEEE Transactions on Medical Imaging.

Pan-cancer computational histopathology reveals tumor mutational burden status through weakly-supervised deep learning

Junzhou Huang, Xiao Han, Sen Yang, 2022, ArXiv.

Artificial intelligence for diagnosing and predicting survival of patients with renal cell carcinoma: Retrospective multi-center study

F. Gao, Ning Zhang, Sen Yang, 2023, 2301.04889.

Combining Radiology and Pathology for Automatic Glioma Classification

Sen Yang, Xiyue Wang, Dexing Zhong, 2022, Frontiers in Bioengineering and Biotechnology.

Sch-net: a deep learning architecture for automatic detection of schizophrenia

Ling He, Jing Zhang, Sen Yang, 2021, Biomedical engineering online.

Sch-net: a deep learning architecture for automatic detection of schizophrenia

Xi Xiong, Yuanyuan Li, Jing Zhang, 2021, BioMedical Engineering OnLine.

Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge pdf

Nikolaos V. Tsekos, Xiahai Zhuang, Anja Hennemuth, 2021, Medical Image Anal..

Transformer-based unsupervised contrastive learning for histopathological image classification

Junzhou Huang, Sen Yang, Xiyue Wang, 2022, Medical Image Anal..

TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification

Junzhou Huang, Xiyue Wang, Jing Zhang, 2021, MICCAI.

CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting

Angelica I. Avilés-Rivero, Josef Lorenz Rumberger, Marcel P. Schilling, 2023, ArXiv.

Federated contrastive learning models for prostate cancer diagnosis and Gleason grading

Sen Yang, Xiyue Wang, Xiaochuang Han, 2023, ArXiv.

Mitosis domain generalization in histopathology images - The MIDOG challenge

Maxime W. Lafarge, T. Wittenberg, M. Veta, 2022, Medical Image Anal..

RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval

Junzhou Huang, Sen Yang, Xiyue Wang, 2022, Medical Image Anal..

Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution

Fan Yang, Jun Zhang, Hailing Liu, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images

Delong Zhu, Xiyue Wang, Yuqi Fang, 2020, Medical Image Anal..

Why is the Winner the Best?

Helena R. Torres, Bjoern H Menze, Moi Hoon Yap, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans

Sen Yang, Xiyue Wang, Yan-ming Xu, 2021, NeuroImage: Clinical.

Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method

Xiao Han, Xiyue Wang, Minghui Wang, 2022, IEEE Transactions on Cognitive and Developmental Systems.

Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge

S. Ooi, Chung-Ming Chen, Raabid Hussain, 2022, Comput. Medical Imaging Graph..

PAIP 2019: Liver cancer segmentation challenge

Yanling Liu, Seongkeun Park, Jisoo Kim, 2020, Medical Image Anal..

Deep learning-based approach to reveal tumor mutational burden status from whole slide images across multiple cancer types

Junzhou Huang, Sen Yang, Xiyue Wang, 2022, 2204.03257.

Deep learning-based pathology signature could reveal lymph node status and act as a novel prognostic marker across multiple cancer types

Sen Yang, Xiyue Wang, Xiaochuang Han, 2023, British Journal of Cancer.

A Hybrid Network for Automatic Myocardial Infarction Segmentation in Delayed Enhancement-MRI

Sen Yang, Xiyue Wang, 2020, M&Ms and EMIDEC/STACOM@MICCAI.

CLC-Net: Contextual and local collaborative network for lesion segmentation in diabetic retinopathy images

Yuqi Fang, Sen Yang, Xiyue Wang, 2023, Neurocomputing.

Biomedical Signal Processing and Control

Sen Yang, Xiyue Wang, Xiao Han, 2022 .

SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification

Junzhou Huang, Sen Yang, Xiyue Wang, 2022, NeurIPS.

Domain generalization across tumor types, laboratories, and species - insights from the 2022 edition of the Mitosis Domain Generalization Challenge

Xiang 'Anthony' Chen, Maxime W. Lafarge, M. Veta, 2023, Medical Image Anal..

Merging nucleus datasets by correlation-based cross-training

Junzhou Huang, Xiao Han, Sen Yang, 2022, Medical Image Anal..

Automatic Glioma Grading Based on Two-Stage Networks by Integrating Pathology and MRI Images

Sen Yang, Xiyue Wang, Xiyi Wu, 2020, BrainLes@MICCAI.

SK-Unet: An Improved U-Net Model With Selective Kernel for the Segmentation of LGE Cardiac MR Images

Yuqi Fang, Sen Yang, Xiyue Wang, 2021, IEEE Sensors Journal.

A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans

Sen Yang, Xiyue Wang, Yan-ming Xu, 2021, NeuroImage: Clinical.

The devil is in the details: a small-lesion sensitive weakly supervised learning framework for prostate cancer detection and grading

Sen Yang, Xiyue Wang, Xiao Han, 2023, Virchows Archiv.

E XPLORING L OW -R ANK P ROPERTY IN M ULTIPLE I N - STANCE L EARNING FOR W HOLE S LIDE I MAGE C LAS - SIFICATION

Sen Yang, Xiyue Wang, Xiao Han, 2023 .

SAC-Net: Enhancing Spatiotemporal Aggregation in Cervical Histological Image Classification via Label-Efficient Weakly Supervised Learning

Sen Yang, Xiyue Wang, Junyou Zhu, 2023, IEEE Transactions on Circuits and Systems for Video Technology.

Federated contrastive learning models for prostate cancer diagnosis and Gleason grading

Sen Yang, Xiyue Wang, Xinran Wang, 2023, ArXiv.

PhaseFIT: live-organoid phase-fluorescent image transformation via generative AI

Sen Yang, Xiyue Wang, Chijioke C. Chukwudi, 2023, Light, science & applications.