v1v2 (latest)

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

25 April 2022

Papers citing "BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix"

32 / 32 papers shown

Title
Cross-channel Perception Learning for H&E-to-IHC Virtual Staining Hao Yang JianYu Wu Run Fang X. Zhao Yuan Ji Zhiyu Chen Guibin He Junceng Guo Yang Liu Xinhua Zeng 30 0 0 09 Jun 2025
Deep histological synthesis from mass spectrometry imaging for multimodal registration Kimberley M. Bird Xujiong Ye Alan M. Race James M. Brown 26 0 0 05 Jun 2025
Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges Yuan Zhang Xinfeng Zhang Xiaoming Qi Xinyu Wu Feng Chen Guanyu Yang Huazhu Fu MedIm LM&MA AI4CE 165 0 0 16 May 2025
ImplicitStainer: Data-Efficient Medical Image Translation for Virtual Antibody-based Tissue Staining Using Local Implicit Functions Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 77 0 0 14 May 2025
HistDiST: Histopathological Diffusion-based Stain Transfer Erik Großkopf Valay Bundele Mehran Hossienzadeh Hendrik Lensch 81 1 0 11 May 2025
HER2 Expression Prediction with Flexible Multi-Modal Inputs via Dynamic Bidirectional Reconstruction Jie Qin Wei Yang Yan Su Yiran Zhu Weizhen Li Yunyue Pan Chengchang Pan Honggang Qi 18 0 0 12 Apr 2025
SCFANet: Style Distribution Constraint Feature Alignment Network For Pathological Staining Translation Zetong Chen Yuzhuo Chen Hai Zhong Xu Qiao DiffM MedIm 99 0 0 01 Apr 2025
Diffusion-based Virtual Staining from Polarimetric Mueller Matrix Imaging Xiaoyu Zheng Jing Wen Jiaxin Zhuang Yao Du Jing Cong Limei Guo Chao He Lin Luo Hao Chen MedIm 71 2 0 03 Mar 2025
Adaptive H&E-IHC information fusion staining framework based on feature extra Yifan Jia Xingda Yu Zhengyang Ji Songning Lai Yutao Yue 99 0 0 27 Feb 2025
SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion Jun Wang Yu Mao Nan Guan Chun Jason Xue 67 1 0 02 Oct 2024
Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation Youngwan Jin Incheol Park Hanbin Song Hyeongjin Ju Yagiz Nalcakan Shiho Kim ViT 139 2 0 25 Sep 2024
DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels Linda Wei Shengyi Hua Shaoting Zhang Xiaofan Zhang 55 1 0 01 Sep 2024
Multistain Pretraining for Slide Representation Learning in Pathology Guillaume Jaume Anurag J. Vaidya Andrew Zhang Andrew H. Song Richard J. Chen S. Sahai Dandan Mo Emilio Madrigal L. Le Faisal Mahmood 113 14 0 05 Aug 2024
Advancing H&E-to-IHC Stain Translation in Breast Cancer: A Multi-Magnification and Attention-Based Approach Linhao Qu Chengsheng Zhang Guihui Li Haiyong Zheng Chen Peng Wei He DiffM 59 1 0 04 Aug 2024
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains Shikha Dubey Yosep Chong Beatrice Knudsen Shireen Y. Elhabian VLM 99 7 0 26 Jul 2024
Pathological Semantics-Preserving Learning for H&E-to-IHC Virtual Staining Fuqiang Chen Ranran Zhang Boyun Zheng Yiwen Sun Jiahui He Wenjian Qin 66 6 0 04 Jul 2024
Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation Song Wang Zhong Zhang Huan Yan Ming Xu Guanghui Wang 82 3 0 17 Jun 2024
IHC Matters: Incorporating IHC analysis to H&E Whole Slide Image Analysis for Improved Cancer Grading via Two-stage Multimodal Bilinear Pooling Fusion Jun Wang Yu Mao Yufei Cui Nan Guan Chun Jason Xue 52 1 0 13 May 2024
Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model Yijia Chen Pinghua Chen Xiangxin Zhou Yingtie Lei Ziyang Zhou Mingxian Li 95 4 0 10 Apr 2024
HEMIT: H&E to Multiplex-immunohistochemistry Image Translation with Dual-Branch Pix2pix Generator Chang Bian Beth Philips T. Cootes Martin Fergie MedIm 117 3 0 27 Mar 2024
PathoTune: Adapting Visual Foundation Model to Pathological Specialists Jiaxuan Lu Fang Yan Xiaofan Zhang Yue Gao Shaoting Zhang VLM LM&MA MedIm 82 7 0 25 Mar 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 105 10 0 17 Mar 2024
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon Shikha Dubey Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian 61 6 0 25 Aug 2023
A vision transformer-based framework for knowledge transfer from multi-modal to mono-modal lymphoma subtyping models Bilel Guetarni Féryal Windal H. Benhabiles Marianne Petit Romain Dubois Emmanuelle Leteurtre Dominique Collard DiffM 66 2 0 02 Aug 2023
Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE) Md Sakib Hossain Shovon M. F. Mridha Khan Md. Hasib Sultan Alfarhood Mejdl S. Safran D. Che 45 16 0 01 Aug 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 343 126 0 20 Jun 2023
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment Parmida Ghahremani Joseph Marino J. Hernandez-Prera J. V. D. L. Iglesia R. Slebos C. Chung Saad Nadeem 46 5 0 25 May 2023
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review Chuang Zhu Shengjie Liu Zekuan Yu Fengjuan Xu Arpit Aggarwal ... Vivek Kumar Singh Farhan Akram Md. Mostafa Kamal Sarker Z. Shi M. Jin 51 6 0 05 May 2023
Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs Fangda Li Zhiqiang Hu Wen Chen A. Kak 57 26 0 10 Mar 2023
convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer M. F. Mridha Md. Kishor Morol Md. Asraf Ali Md Sakib Hossain Shovon 43 10 0 19 Nov 2022
Deep Learning-enabled Virtual Histological Staining of Biological Samples Bijie Bai Xilin Yang Yuzhu Li Yijie Zhang N. Pillar Aydogan Ozcan 59 182 0 13 Nov 2022
Application of image-to-image translation in improving pedestrian detection Devarsh Patel Sarthak Patel Megha Patel VLM 68 7 0 08 Sep 2022