Research graph
References from Tumor-Aware Unsupervised Digital HER2 Immunohistochemistry via Dual Contrastive Learning. Local targets link to admitted publications; unresolved targets remain external evidence.
Cancer Statistics, 2025
2025 · External reference
Breast Cancer Statistics 2024
2024 · External reference
Unresolved reference
External reference
Computer-Aided Prognosis on Breast Cancer with Hematoxylin and Eosin Histopathology Images: A Review
10.1177/1010428317694550 · 2017 · External reference
The Wonderful Colors of the Hematoxylin–Eosin Stain in Diagnostic Surgical Pathology
10.1177/1066896913517939 · 2014 · External reference
The Long History of Hematoxylin
10.1080/10520290500138372 · 2005 · External reference
Supervised Information Mining from Weakly Paired Images for Breast IHC Virtual Staining
10.1109/tmi.2024.3525299 · 2025 · External reference
High-Plex Immunofluorescence Imaging and Traditional Histology of the Same Tissue Section for Discovering Image-Based Biomarkers
10.1038/s43018-023-00576-1 · 2023 · External reference
Agreement for Tumor Grade of Ovarian Carcinoma: Analysis of Archival Tissues from the Surveillance, Epidemiology, and End Results Residual Tissue Repository
2013 · External reference
Ovarian Carcinoma Histotype Determination Is Highly Reproducible, and Is Improved through the Use of Immunohistochemistry
10.1111/his.12349 · 2014 · External reference
Inter-Pathologist and Pathology Report Agreement for Ovarian Tumor Characteristics in the Nurses’ Health Studies
10.1016/j.ygyno.2018.07.003 · 2018 · External reference
Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review
10.1038/s41698-023-00432-6 · 2023 · External reference
Immunohistochemistry as an Important Tool in Biomarkers Detection and Clinical Practice
10.4137/bmi.s2185 · 2010 · External reference
Accelerating Histopathology Workflows with Generative AI-Based Virtually Multiplexed Tumour Profiling
10.1038/s42256-024-00889-5 · 2024 · External reference
HER2 Expression, Test Deviations, and Their Impact on Survival in Metastatic Gastric Cancer: Results From the Prospective Multicenter VARIANZ Study
10.1200/jco.20.02761 · 2021 · External reference
Breast Cancer Consensus Subtypes: A System for Subtyping Breast Cancer Tumors Based on Gene Expression
10.1038/s41523-021-00345-2 · 2021 · External reference
Automated Immunohistochemical Assessment Ability to Evaluate Estrogen and Progesterone Receptor Status Compared with Quantitative Reverse Transcription-Polymerase Chain Reaction in Breast Carcinoma Patients
10.4132/jptm.2020.09.29 · 2020 · External reference
10.3389/fonc.2019.01124
10.3389/fonc.2019.01124 · External reference
Evolution of HER2-Low Expression from Primary to Recurrent Breast Cancer
10.1038/s41523-021-00343-4 · 2021 · External reference
Human Epidermal Growth Factor Receptor 2 Testing in Breast Cancer: ASCO–College of American Pathologists Guideline Update
10.1200/jco.22.02864 · 2023 · External reference
Unresolved reference
External reference
Generative Adversarial Networks
10.1145/3422622 · 2020 · External reference
Digital Staining Algorithm for Multi-Domain Transformation of Unstained Images
10.1109/access.2025.3572284 · 2025 · External reference
Deep Learning Features Encode Interpretable Morphologies within Histological Images
10.1038/s41598-022-13541-2 · 2022 · External reference
10.3389/fmolb.2020.00183
10.3389/fmolb.2020.00183 · External reference
10.1109/cvpr.2017.632
10.1109/cvpr.2017.632 · External reference
Virtual Histological Staining of Unlabelled Tissue-Autofluorescence Images via Deep Learning
10.1038/s41551-019-0362-y · 2019 · External reference
10.3390/app14041662
10.3390/app14041662 · External reference
Restoring H&E Stain in Faded Slides via Phase-to-Color Virtual Staining in near-Infrared
10.1063/5.0226277 · 2024 · External reference
PhaseStain: The Digital Staining of Label-Free Quantitative Phase Microscopy Images Using Deep Learning
10.1038/s41377-019-0129-y · 2019 · External reference
10.1109/iccv.2017.244
10.1109/iccv.2017.244 · External reference
10.1007/978-3-030-58452-8
10.1007/978-3-030-58452-8 · External reference
10.1109/cvprw53098.2021.00084
10.1109/cvprw53098.2021.00084 · External reference
Deep Learning-Based Transformation of H&E Stained Tissues into Special Stains
10.1038/s41467-021-25221-2 · 2021 · External reference
Unsupervised Multi-Domain Progressive Stain Transfer Guided by Style Encoding Dictionary
10.1109/tip.2024.3349866 · 2024 · External reference
Unpaired Stain Transfer Using Pathology-Consistent Constrained Generative Adversarial Networks
10.1109/tmi.2021.3069874 · 2021 · External reference
Improving Unsupervised Stain-to-Stain Translation Using Self-Supervision and Meta-Learning
10.1016/j.jpi.2022.100107 · 2022 · External reference
10.1007/978-3-031-72114-4
10.1007/978-3-031-72114-4 · External reference
10.1109/icip51287.2024.10648270
10.1109/icip51287.2024.10648270 · External reference
Image Quality Assessment: From Error Visibility to Structural Similarity
10.1109/tip.2003.819861 · 2004 · External reference
10.1109/cvprw56347.2022.00198
10.1109/cvprw56347.2022.00198 · External reference
Unresolved reference
External reference
Dual Contrastive Learning Based Image-to-Image Translation of Unstained Skin Tissue into Virtually Stained H&E Images
10.1038/s41598-024-52833-7 · 2024 · External reference
The ACROBAT 2022 Challenge: Automatic Registration of Breast Cancer Tissue
10.1016/j.media.2024.103257 · 2024 · External reference
10.1109/iccv.2017.304
10.1109/iccv.2017.304 · External reference
Unresolved reference
External reference
VBCSNet: A Hybrid Attention-Based Multimodal Framework with Structured Self-Attention for Sentiment Classification
10.62762/cjif.2025.537775 · 2025 · External reference
Scaling AI with Limited Labeled Data: A Self-Supervised Learning Approach
10.62762/tetai.2025.607708 · 2025 · External reference
Unresolved reference
External reference
10.1371/journal.pcbi.1013516
10.1371/journal.pcbi.1013516 · External reference
H&E to IHC Virtual Staining Methods in Breast Cancer: An Overview and Benchmarking
10.1038/s41746-025-01741-9 · 2025 · External reference
Unresolved reference
External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
10.1007/978-3-319-24553-9
10.1007/978-3-319-24553-9 · External reference
Structured Crowdsourcing Enables Convolutional Segmentation of Histology Images
10.1093/bioinformatics/btz083 · 2019 · External reference
Vision Transformers for Breast Cancer Human Epidermal Growth Factor Receptor 2 Expression Staging without Immunohistochemical Staining
10.1016/j.ajpath.2023.11.015 · 2024 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
CellSegUNet: An Improved Deep Segmentation Model for the Cell Segmentation Based on UNet++ and Residual UNet Models
10.1007/s00521-023-09374-3 · 2024 · External reference
PST-Diff: Achieving High-Consistency Stain Transfer by Diffusion Models with Pathological and Structural Constraints
10.1109/tmi.2024.3430825 · 2024 · External reference
Towards a General-Purpose Foundation Model for Computational Pathology
10.1038/s41591-024-02857-3 · 2024 · External reference
10.1007/978-3-030-58452-8
10.1007/978-3-030-58452-8 · ExternalCitation · doi-reference
10.1007/978-3-031-72114-4
10.1007/978-3-031-72114-4 · ExternalCitation · doi-reference
10.1007/978-3-319-24553-9
10.1007/978-3-319-24553-9 · ExternalCitation · doi-reference
CellSegUNet: An Improved Deep Segmentation Model for the Cell Segmentation Based on UNet++ and Residual UNet Models
10.1007/s00521-023-09374-3 · ExternalCitation · doi-reference
Vision Transformers for Breast Cancer Human Epidermal Growth Factor Receptor 2 Expression Staging without Immunohistochemical Staining
10.1016/j.ajpath.2023.11.015 · ExternalCitation · doi-reference
Improving Unsupervised Stain-to-Stain Translation Using Self-Supervision and Meta-Learning
10.1016/j.jpi.2022.100107 · ExternalCitation · doi-reference
The ACROBAT 2022 Challenge: Automatic Registration of Breast Cancer Tissue
10.1016/j.media.2024.103257 · ExternalCitation · doi-reference
Inter-Pathologist and Pathology Report Agreement for Ovarian Tumor Characteristics in the Nurses’ Health Studies
10.1016/j.ygyno.2018.07.003 · ExternalCitation · doi-reference
PhaseStain: The Digital Staining of Label-Free Quantitative Phase Microscopy Images Using Deep Learning
10.1038/s41377-019-0129-y · ExternalCitation · doi-reference
Deep Learning-Based Transformation of H&E Stained Tissues into Special Stains
10.1038/s41467-021-25221-2 · ExternalCitation · doi-reference
Evolution of HER2-Low Expression from Primary to Recurrent Breast Cancer
10.1038/s41523-021-00343-4 · ExternalCitation · doi-reference
Breast Cancer Consensus Subtypes: A System for Subtyping Breast Cancer Tumors Based on Gene Expression
10.1038/s41523-021-00345-2 · ExternalCitation · doi-reference
Virtual Histological Staining of Unlabelled Tissue-Autofluorescence Images via Deep Learning
10.1038/s41551-019-0362-y · ExternalCitation · doi-reference
Towards a General-Purpose Foundation Model for Computational Pathology
10.1038/s41591-024-02857-3 · ExternalCitation · doi-reference
Deep Learning Features Encode Interpretable Morphologies within Histological Images
10.1038/s41598-022-13541-2 · ExternalCitation · doi-reference
Dual Contrastive Learning Based Image-to-Image Translation of Unstained Skin Tissue into Virtually Stained H&E Images
10.1038/s41598-024-52833-7 · ExternalCitation · doi-reference
Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review
10.1038/s41698-023-00432-6 · ExternalCitation · doi-reference
H&E to IHC Virtual Staining Methods in Breast Cancer: An Overview and Benchmarking
10.1038/s41746-025-01741-9 · ExternalCitation · doi-reference
Accelerating Histopathology Workflows with Generative AI-Based Virtually Multiplexed Tumour Profiling
10.1038/s42256-024-00889-5 · ExternalCitation · doi-reference
High-Plex Immunofluorescence Imaging and Traditional Histology of the Same Tissue Section for Discovering Image-Based Biomarkers
10.1038/s43018-023-00576-1 · ExternalCitation · doi-reference
Restoring H&E Stain in Faded Slides via Phase-to-Color Virtual Staining in near-Infrared
10.1063/5.0226277 · ExternalCitation · doi-reference
The Long History of Hematoxylin
10.1080/10520290500138372 · ExternalCitation · doi-reference
Structured Crowdsourcing Enables Convolutional Segmentation of Histology Images
10.1093/bioinformatics/btz083 · ExternalCitation · doi-reference
Digital Staining Algorithm for Multi-Domain Transformation of Unstained Images
10.1109/access.2025.3572284 · ExternalCitation · doi-reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · ExternalCitation · doi-reference
10.1109/cvpr.2017.632
10.1109/cvpr.2017.632 · ExternalCitation · doi-reference
10.1109/cvprw53098.2021.00084
10.1109/cvprw53098.2021.00084 · ExternalCitation · doi-reference
10.1109/cvprw56347.2022.00198
10.1109/cvprw56347.2022.00198 · ExternalCitation · doi-reference
10.1109/iccv.2017.244
10.1109/iccv.2017.244 · ExternalCitation · doi-reference
10.1109/iccv.2017.304
10.1109/iccv.2017.304 · ExternalCitation · doi-reference
10.1109/icip51287.2024.10648270
10.1109/icip51287.2024.10648270 · ExternalCitation · doi-reference
Image Quality Assessment: From Error Visibility to Structural Similarity
10.1109/tip.2003.819861 · ExternalCitation · doi-reference
Unsupervised Multi-Domain Progressive Stain Transfer Guided by Style Encoding Dictionary
10.1109/tip.2024.3349866 · ExternalCitation · doi-reference
Unpaired Stain Transfer Using Pathology-Consistent Constrained Generative Adversarial Networks
10.1109/tmi.2021.3069874 · ExternalCitation · doi-reference
PST-Diff: Achieving High-Consistency Stain Transfer by Diffusion Models with Pathological and Structural Constraints
10.1109/tmi.2024.3430825 · ExternalCitation · doi-reference
Supervised Information Mining from Weakly Paired Images for Breast IHC Virtual Staining
10.1109/tmi.2024.3525299 · ExternalCitation · doi-reference
Ovarian Carcinoma Histotype Determination Is Highly Reproducible, and Is Improved through the Use of Immunohistochemistry
10.1111/his.12349 · ExternalCitation · doi-reference
Generative Adversarial Networks
10.1145/3422622 · ExternalCitation · doi-reference
Computer-Aided Prognosis on Breast Cancer with Hematoxylin and Eosin Histopathology Images: A Review
10.1177/1010428317694550 · ExternalCitation · doi-reference
The Wonderful Colors of the Hematoxylin–Eosin Stain in Diagnostic Surgical Pathology
10.1177/1066896913517939 · ExternalCitation · doi-reference
HER2 Expression, Test Deviations, and Their Impact on Survival in Metastatic Gastric Cancer: Results From the Prospective Multicenter VARIANZ Study
10.1200/jco.20.02761 · ExternalCitation · doi-reference
Human Epidermal Growth Factor Receptor 2 Testing in Breast Cancer: ASCO–College of American Pathologists Guideline Update
10.1200/jco.22.02864 · ExternalCitation · doi-reference
10.1371/journal.pcbi.1013516
10.1371/journal.pcbi.1013516 · ExternalCitation · doi-reference
10.3389/fmolb.2020.00183
10.3389/fmolb.2020.00183 · ExternalCitation · doi-reference
10.3389/fonc.2019.01124
10.3389/fonc.2019.01124 · ExternalCitation · doi-reference
10.3390/app14041662
10.3390/app14041662 · ExternalCitation · doi-reference
Automated Immunohistochemical Assessment Ability to Evaluate Estrogen and Progesterone Receptor Status Compared with Quantitative Reverse Transcription-Polymerase Chain Reaction in Breast Carcinoma Patients
10.4132/jptm.2020.09.29 · ExternalCitation · doi-reference
Immunohistochemistry as an Important Tool in Biomarkers Detection and Clinical Practice
10.4137/bmi.s2185 · ExternalCitation · doi-reference
VBCSNet: A Hybrid Attention-Based Multimodal Framework with Structured Self-Attention for Sentiment Classification
10.62762/cjif.2025.537775 · ExternalCitation · doi-reference
Scaling AI with Limited Labeled Data: A Self-Supervised Learning Approach
10.62762/tetai.2025.607708 · ExternalCitation · doi-reference
