Yao, Tianyuan
- Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
2023/04/09 by Deng, Ruining, Cui, Can, Liu, Quan +13 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning
2023/07/01 by Cui, Can, Deng, Ruining, Liu, Quan +5 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image Segmentation
2022/06/27 by Ruining Deng, Quan Liu, Deng, Ruining +21 · 4 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
- PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
2024/02/29 by Deng, Ruining, Liu, Quan, Cui, Can +11 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics
2024/12/04 by Junchao Zhu, Zhu, Junchao, Ruining Deng +21 · 7 citations
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gene expression and cancer classification #Molecular Biology Techniques and Applications #Single-cell and spatial transcriptomics
- Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining
2022/05/31 by Tianyuan Yao, Yao, Tianyuan, Yuzhe Lu +15 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Retinal Imaging and Analysis
- Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology
2024/11/25 by Lining Yu, Yu, Lining, Mengmeng Yin +21 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #AI in cancer detection
- Dataset Distillation in Medical Imaging: A Feasibility Study
2024/07/19 by Li, Muyang, Cui, Can, Liu, Quan +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
2024/06/30 by Deng, Ruining, Liu, Quan, Cui, Can +10 · 2 citations
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models
2024/07/13 by Can Cui, Cui, Can, Ruining Deng +11 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
2024/07/03 by Tang, Yucheng, He, Yufan, Nath, Vishwesh +11 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis
2024/05/28 by Liu, Quan, Deng, Ruining, Cui, Can +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level
2025/02/11 by Ruining Deng, Tianyuan Yao, Deng, Ruining +90 · 2 citations
Computer Science · #AI in cancer detection
- Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
2023/08/10 by Jiayuan Chen, Yu Wang, Chen, Jiayuan +21 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics #electronic engineering #information engineering
- PySpatial: A High-Speed Whole Slide Image Pathomics Toolkit
2025/01/10 by Yuechen Yang, Yu Wang, Yang, Yuechen +13 · 3 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics
2025/02/28 by Zhu, Junchao, Deng, Ruining, Yao, Tianyuan +12 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences