Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer
Fuente:
arXiv
Saved in:
| Main Authors: | Pan, Liangrui, Liang, Qingchun, Zeng, Wenwu, Peng, Yijun, Zhao, Zhenyu, Liang, Yiyi, Luo, Jiadi, Wang, Xiang, Peng, Shaoliang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SMILE: a Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis
by: Pan, Liangrui, et al.
Published: (2025)
by: Pan, Liangrui, et al.
Published: (2025)
SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival
by: Pan, Liangrui, et al.
Published: (2024)
by: Pan, Liangrui, et al.
Published: (2024)
FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival
by: Pan, Liangrui, et al.
Published: (2024)
by: Pan, Liangrui, et al.
Published: (2024)
Diffusion Attention Expert Model for Predicting and Semi-automatic Localizing STAS in Lung Cancer Histopathological Images
by: Pan, Liangrui, et al.
Published: (2026)
by: Pan, Liangrui, et al.
Published: (2026)
STAMP: Multi-pattern Attention-aware Multiple Instance Learning for STAS Diagnosis in Multi-center Histopathology Images
by: Pan, Liangrui, et al.
Published: (2025)
by: Pan, Liangrui, et al.
Published: (2025)
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation
by: Pan, Liangrui, et al.
Published: (2024)
by: Pan, Liangrui, et al.
Published: (2024)
DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset
by: Pan, Liangrui, et al.
Published: (2025)
by: Pan, Liangrui, et al.
Published: (2025)
PathGene: Benchmarking Driver Gene Mutations and Exon Prediction Using Multicenter Lung Cancer Histopathology Image Dataset
by: Pan, Liangrui, et al.
Published: (2025)
by: Pan, Liangrui, et al.
Published: (2025)
DEDUCE: Multi-head attention decoupled contrastive learning to discover cancer subtypes based on multi-omics data
by: Pan, Liangrui, et al.
Published: (2023)
by: Pan, Liangrui, et al.
Published: (2023)
Opportunities and challenges in the application of large artificial intelligence models in radiology
by: Pan, Liangrui, et al.
Published: (2024)
by: Pan, Liangrui, et al.
Published: (2024)
Classification based deep learning models for lung cancer and disease using medical images
by: Chaddad, Ahmad, et al.
Published: (2025)
by: Chaddad, Ahmad, et al.
Published: (2025)
DiagSet: a dataset for prostate cancer histopathological image classification
by: Koziarski, Michał, et al.
Published: (2021)
by: Koziarski, Michał, et al.
Published: (2021)
A tissue and cell-level annotated H&E and PD-L1 histopathology image dataset in non-small cell lung cancer
by: Spronck, Joey, et al.
Published: (2025)
by: Spronck, Joey, et al.
Published: (2025)
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation
by: Huang, De-Xing, et al.
Published: (2024)
by: Huang, De-Xing, et al.
Published: (2024)
Generalisation of automatic tumour segmentation in histopathological whole-slide images across multiple cancer types
by: Skrede, Ole-Johan, et al.
Published: (2025)
by: Skrede, Ole-Johan, et al.
Published: (2025)
Application of attention-based Siamese composite neural network in medical image recognition
by: Huang, Zihao, et al.
Published: (2023)
by: Huang, Zihao, et al.
Published: (2023)
Generative MR Multitasking with complex-harmonic cardiac encoding: Bridging the gap between gated imaging and real-time imaging
by: Fang, Xinguo, et al.
Published: (2025)
by: Fang, Xinguo, et al.
Published: (2025)
Twofold Structured Features-Based Siamese Network for Infrared Target Tracking
by: Yan, Wei-Jie, et al.
Published: (2023)
by: Yan, Wei-Jie, et al.
Published: (2023)
A Mixture of Experts (MoE) model to improve AI-based computational pathology prediction performance under variable levels of histopathology image blur
by: Xiang, Yujie, et al.
Published: (2024)
by: Xiang, Yujie, et al.
Published: (2024)
Classification of lung cancer subtypes on CT images with synthetic pathological priors
by: Zhu, Wentao, et al.
Published: (2023)
by: Zhu, Wentao, et al.
Published: (2023)
Switched auxiliary loss for robust training of transformer models for histopathological image segmentation
by: Hussain, Mustaffa, et al.
Published: (2023)
by: Hussain, Mustaffa, et al.
Published: (2023)
PixCell: A generative foundation model for digital histopathology images
by: Yellapragada, Srikar, et al.
Published: (2025)
by: Yellapragada, Srikar, et al.
Published: (2025)
Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review
by: Redlich, Jan-Philipp, et al.
Published: (2024)
by: Redlich, Jan-Philipp, et al.
Published: (2024)
Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer
by: Jiang, Jue, et al.
Published: (2024)
by: Jiang, Jue, et al.
Published: (2024)
ASANet: Asymmetric Semantic Aligning Network for RGB and SAR image land cover classification
by: Zhang, Pan, et al.
Published: (2024)
by: Zhang, Pan, et al.
Published: (2024)
Framework for lung CT image segmentation based on UNet++
by: Ziang, Hao, et al.
Published: (2025)
by: Ziang, Hao, et al.
Published: (2025)
"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images
by: D'Amato, Marina, et al.
Published: (2025)
by: D'Amato, Marina, et al.
Published: (2025)
Extracting lung function-correlated information from CT-encoded static textures
by: Huang, Yu-Hua, et al.
Published: (2022)
by: Huang, Yu-Hua, et al.
Published: (2022)
Study on the static detection of ICF target based on muonic X-ray sphere encoded imaging
by: Li, Dikai, et al.
Published: (2024)
by: Li, Dikai, et al.
Published: (2024)
Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images
by: Contreras, Nohemi Sofia Leon, et al.
Published: (2024)
by: Contreras, Nohemi Sofia Leon, et al.
Published: (2024)
Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images
by: Deshpande, Ajinkya, et al.
Published: (2024)
by: Deshpande, Ajinkya, et al.
Published: (2024)
StrokeNeXt: A Siamese-encoder Approach for Brain Stroke Classification in Computed Tomography Imagery
by: Ramos, Leo Thomas, et al.
Published: (2026)
by: Ramos, Leo Thomas, et al.
Published: (2026)
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study
by: Despotovic, Vladimir, et al.
Published: (2023)
by: Despotovic, Vladimir, et al.
Published: (2023)
Real-Time Guidewire Tip Tracking Using a Siamese Network for Image-Guided Endovascular Procedures
by: Yao, Tianliang, et al.
Published: (2025)
by: Yao, Tianliang, et al.
Published: (2025)
Integrated diffractive full-Stokes spectro-polarimetric imaging
by: Ma, Jingyue, et al.
Published: (2025)
by: Ma, Jingyue, et al.
Published: (2025)
ESM-NBR: fast and accurate nucleic acid-binding residue prediction via protein language model feature representation and multi-task learning
by: Zeng, Wenwu, et al.
Published: (2023)
by: Zeng, Wenwu, et al.
Published: (2023)
Interactive decision support system for lung cancer segmentation
by: Sydorskyi, Volodymyr
Published: (2024)
by: Sydorskyi, Volodymyr
Published: (2024)
An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution
by: Duan, Minghong, et al.
Published: (2024)
by: Duan, Minghong, et al.
Published: (2024)
Mid-wave infrared super-resolution imaging based on compressive calibration and sampling
by: Jin, Xiao-Peng, et al.
Published: (2021)
by: Jin, Xiao-Peng, et al.
Published: (2021)
Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications
by: Liang, Chengyang, et al.
Published: (2024)
by: Liang, Chengyang, et al.
Published: (2024)
Similar Items
-
SMILE: a Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis
by: Pan, Liangrui, et al.
Published: (2025) -
SELECTOR: Heterogeneous graph network with convolutional masked autoencoder for multimodal robust prediction of cancer survival
by: Pan, Liangrui, et al.
Published: (2024) -
FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival
by: Pan, Liangrui, et al.
Published: (2024) -
Diffusion Attention Expert Model for Predicting and Semi-automatic Localizing STAS in Lung Cancer Histopathological Images
by: Pan, Liangrui, et al.
Published: (2026) -
STAMP: Multi-pattern Attention-aware Multiple Instance Learning for STAS Diagnosis in Multi-center Histopathology Images
by: Pan, Liangrui, et al.
Published: (2025)