Research graph
References from Virtual Staining for Nonlinear Imaging of Cancers. Local targets link to admitted publications; unresolved targets remain external evidence.
Imaging Deeper Than the Transport Mean Free Path With Multiphoton Microscopy
10.1364/boe.444696 · 2022 · External reference
Histological Stains: A Literature Review and Case Study
10.5539/gjhs.v8n3p72 · 2015 · 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
10.1007/978-1-0716-1948-3_4
10.1007/978-1-0716-1948-3_4 · 2022 · External reference
Deep Learning‐Enabled Virtual Histological Staining of Biological Samples
10.1038/s41377-023-01104-7 · 2023 · External reference
Two‐Photon Excitation Microscopy for the Study of Living Cells and Tissues
2013 · External reference
Third‐Order Non‐Linear Optical Switching and Threshold Limiting of NiO Thin Films
10.1038/s41598-024-69853-y · 2024 · External reference
Unresolved reference
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Invited Article: Comparison of Hyperspectral Coherent Raman Scattering Microscopies for Biomedical Applications
10.1063/1.5030159 · 2018 · External reference
Digital Staining Through the Application of Deep Neural Networks to Multi‐Modal Multi‐Photon Microscopy
10.1364/boe.10.001339 · 2019 · External reference
GANs Trained by a Two Time‐Scale Update Rule Converge to a Local Nash Equilibrium
10.18034/ajase.v8i1.9 · 2019 · External reference
Chemically Sensitive Bioimaging With Coherent Raman Scattering
10.1038/nphoton.2015.60 · 2015 · External reference
Three‐Dimensional High‐Resolution Second‐Harmonic Generation Imaging of Endogenous Structural Proteins in Biological Tissues
10.1016/s0006-3495(02)75414-3 · 2002 · External reference
Multiphoton FLIM Imaging of NAD(P)H and FAD With One Excitation Wavelength
10.1117/1.jbo.25.1.014510 · 2020 · External reference
The Wonderful Colors of the Hematoxylin–Eosin Stain in Diagnostic Surgical Pathology
10.1177/1066896913517939 · 2014 · External reference
10.1145/3746027.3755105
10.1145/3746027.3755105 · External reference
Laser‐Scanning Coherent Anti‐Stokes Raman Scattering Microscopy and Applications to Cell Biology
10.1016/s0006-3495(02)75186-2 · 2002 · External reference
Vibrational Spectroscopic Imaging of Living Systems: An Emerging Platform for Biology and Medicine
10.1126/science.aaa8870 · 2015 · External reference
Label‐Free Live‐Cell Imaging of Internalized Microplastics and Cytoplasmic Organelles With Multicolor CARS Microscopy
10.1021/acs.est.1c06255 · 2022 · External reference
Imaging Lipid Bodies in Cells and Tissues Using Third‐Harmonic Generation Microscopy
10.1038/nmeth813 · 2006 · External reference
Two‐Photon Laser Scanning Fluorescence Microscopy
10.1126/science.2321027 · 1990 · External reference
A Generative Model Uses Healthy and Diseased Image Pairs for Pixel‐Level Chest X‐Ray Pathology Localization
10.1038/s41551-025-01456-y · 2025 · External reference
Accelerating Cancer Histopathology Workflows With Chemical Imaging and Machine Learning
10.1158/2767-9764.crc-23-0226 · 2023 · External reference
Label‐Free Virtual Peritoneal Lavage Cytology via Deep‐Learning‐Assisted Single‐Color Stimulated Raman Scattering Microscopy
10.1002/aisy.202300689 · 2024 · External reference
In Vivo Imaging of Myelin in the Vertebrate Central Nervous System Using Third Harmonic Generation Microscopy
10.1016/j.bpj.2011.01.031 · 2011 · External reference
Unresolved reference
2014 · External reference
Hematoxylin and Eosin Staining of Tissue and Cell Sections
10.1101/pdb.prot4986 · 2008 · External reference
Electromagnetically Induced Transparency: Optics in Coherent Media
10.1103/revmodphys.77.633 · 2005 · External reference
Label‐Free Imaging of Lipid Dynamics Using Coherent Anti‐Stokes Raman Scattering (CARS) and Stimulated Raman Scattering (SRS) Microscopy
10.1016/j.gde.2011.09.003 · 2011 · External reference
Label‐Free Biomedical Imaging With High Sensitivity by Stimulated Raman Scattering Microscopy
10.1126/science.1165758 · 2008 · External reference
Genetically Encoded Biosensors Based on Engineered Fluorescent Proteins
10.1039/b907749a · 2009 · External reference
Virtual Hematoxylin and Eosin Transillumination Microscopy Using Epi‐Fluorescence Imaging
10.1371/journal.pone.0159337 · 2016 · External reference
Unresolved reference
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Unsupervised Multi‐Domain Progressive Stain Transfer Guided by Style Encoding Dictionary
10.1109/tip.2024.3349866 · 2024 · External reference
Domain‐Aware Contrastive Learning for Ultrasound Hip Image Analysis
10.1016/j.compbiomed.2022.106004 · 2022 · External reference
Imaging of Targeted Lipid Microbubbles to Detect Cancer Cells Using Third Harmonic Generation Microscopy
10.1364/boe.7.002849 · 2016 · External reference
Label‐Free Nonlinear Optical Imaging of Mouse Retina
10.1364/boe.6.001055 · 2015 · External reference
Monitoring of Lipid Storage in Caenorhabditis elegans Using Coherent Anti‐Stokes Raman Scattering (CARS) Microscopy
10.1073/pnas.0703594104 · 2007 · External reference
Deep Tissue Two‐Photon Microscopy
10.1038/nmeth818 · 2005 · External reference
Unresolved reference
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Near Real‐Time Intraoperative Brain Tumor Diagnosis Using Stimulated Raman Histology and Deep Neural Networks
10.1038/s41591-019-0715-9 · 2020 · External reference
Artificial Intelligence in Pathology: From Prototype to Product
10.4103/jpi.jpi_84_20 · 2021 · External reference
Advances in Multiphoton Microscopy Technology
10.1038/nphoton.2012.361 · 2013 · External reference
Bioorthogonal Chemical Imaging of Metabolic Activities in Live Mammalian Hippocampal Tissues With Stimulated Raman Scattering
10.1038/srep39660 · 2016 · External reference
A Review of Uncertainty Quantification in Medical Image Analysis: Probabilistic and Non‐Probabilistic Methods
10.1016/j.media.2024.103223 · 2024 · External reference
Direct Counting and Imaging Chain Lengths of Lipids by Stimulated Raman Scattering Microscopy
10.1021/acs.analchem.3c00291 · 2023 · External reference
Med‐cDiff: Conditional Medical Image Generation With Diffusion Models
2023 · External reference
Background‐Free Deep Imaging by Spatial Overlap Modulation Nonlinear Optical Microscopy
10.1364/boe.3.001594 · 2012 · External reference
Detection of Human Brain Tumor Infiltration With Quantitative Stimulated Raman Scattering Microscopy
2015 · External reference
Rapid, Label‐Free Detection of Brain Tumors With Stimulated Raman Scattering Microscopy
2013 · External reference
CycleH‐CUT: An Unsupervised Medical Image Translation Method Based on Cycle Consistency and Hybrid Contrastive Learning
10.1088/1361-6560/adb2d7 · 2025 · External reference
10.1609/aaai.v38i12.29199
10.1609/aaai.v38i12.29199 · External reference
Non‐Disruptive Collagen Characterization in Clinical Histopathology Using Cross‐Modality Image Synthesis
10.1038/s42003-020-01151-5 · 2020 · External reference
Theory of Second Harmonic Generation of Light
10.1103/physrev.128.1761 · 1962 · External reference
The Many Facets of Raman Spectroscopy for Biomedical Analysis
10.1007/s00216-014-8311-9 · 2015 · External reference
Smart GAN: A Smart Generative Adversarial Network for Limited Imbalanced Dataset
10.1007/s11227-024-06198-3 · 2024 · External reference
Third Harmonic Generation Imaging for Fast, Label‐Free Pathology of Human Brain Tumors
10.1364/boe.7.001889 · 2016 · External reference
Virtual Staining for Histology by Deep Learning
10.1016/j.tibtech.2024.02.009 · 2024 · External reference
Visualizing Subcellular Enrichment of Glycogen in Live Cancer Cells by Stimulated Raman Scattering
10.1021/acs.analchem.0c02348 · 2020 · External reference
Texture Analysis and Classification in Coherent Anti‐Stokes Raman Scattering (CARS) Microscopy Images for Automated Detection of Skin Cancer
10.1016/j.compmedimag.2015.02.010 · 2015 · External reference
FUTURE‐AI: International Consensus Guideline for Trustworthy and Deployable Artificial Intelligence in Healthcare
10.1136/bmj-2024-081554 · 2025 · External reference
10.1007/s11263-025-02570-9
10.1007/s11263-025-02570-9 · External reference
Dual Cycle Generative Adversarial Networks for Web Search
10.1016/j.asoc.2024.111293 · 2024 · External reference
CycleGAN Clinical Image Augmentation Based on Mask Self‐Attention Mechanism
10.1109/access.2022.3211670 · 2022 · External reference
Virtual Formalin‐Fixed and Paraffin‐Embedded Staining of Fresh Brain Tissue via Stimulated Raman CycleGAN Model
10.1126/sciadv.adn3426 · 2024 · External reference
A Visual‐Language Foundation Model for Computational Pathology
10.1038/s41591-024-02856-4 · 2024 · External reference
DeepLuAd: Semantic‐Guided Virtual Histopathology of Lung Adenocarcinoma via Stimulated Raman Scattering
10.7150/thno.125443 · 2026 · External reference
Visualization of Microscopy‐Based Spectral Imaging Data from Multi‐Label Tissue Sections
10.1002/0471142727.mb1419s84 · 2008 · External reference
Two‐Photon Chloride Imaging in Neurons of Brain Slices
10.1007/s00424-002-0933-7 · 2002 · External reference
Multiscale Characterization of Myelin Distribution With Polarized THG Microscopy
10.1364/optica.562091 · 2025 · External reference
Cell Lineage Reconstruction of Early Zebrafish Embryos Using Label‐Free Nonlinear Microscopy
10.1126/science.1189428 · 2010 · External reference
Rapid Intraoperative Histology of Unprocessed Surgical Specimens via Fibre‐Laser‐Based Stimulated Raman Scattering Microscopy
10.1038/s41551-016-0027 · 2017 · External reference
Label‐Free Prediction of Three‐Dimensional Fluorescence Images From Transmitted‐Light Microscopy
10.1038/s41592-018-0111-2 · 2018 · External reference
Genetically Encoded Voltage Indicators Are Illuminating Subcellular Physiology of the Axon
10.3389/fncel.2019.00052 · 2019 · External reference
10.1007/978-3-030-58545-7_19
10.1007/978-3-030-58545-7_19 · External reference
Nonlinear Optical Microscopy: From Fundamentals to Applications in Live Bioimaging
10.3389/fbioe.2020.585363 · 2020 · External reference
Accelerating Histopathology Workflows With Generative AI‐Based Virtually Multiplexed Tumour Profiling
10.1038/s42256-024-00889-5 · 2024 · External reference
Novel Pixelwise co‐Registered Hematoxylin‐Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis
10.1016/j.jpi.2022.100012 · 2022 · External reference
Computational Tissue Staining of Non‐Linear Multimodal Imaging Using Supervised and Unsupervised Deep Learning
10.1364/boe.415962 · 2021 · External reference
10.1109/cvpr52734.2025.02163
10.1109/cvpr52734.2025.02163 · External reference
Multimodal Generative AI for Medical Image Interpretation
10.1038/s41586-025-08675-y · 2025 · External reference
Nonlinear Optical Effects in Epsilon‐Near‐Zero Media
10.1038/s41578-019-0120-5 · 2019 · External reference
Two‐Photon Probes for in Vivo Multicolor Microscopy of the Structure and Signals of Brain Cells
10.1007/s00429-018-1678-1 · 2018 · External reference
Virtual Histological Staining of Unlabelled Tissue‐Autofluorescence Images via Deep Learning
10.1038/s41551-019-0362-y · 2019 · External reference
Adaptive Optical Third‐Harmonic Generation Microscopy for in Vivo Imaging of Tissues
10.1364/boe.527357 · 2024 · External reference
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods
10.1016/j.compbiomed.2021.105111 · 2022 · External reference
Cell‐Based and in Vivo Spectral Analysis of Fluorescent Proteins for Multiphoton Microscopy
10.1117/1.jbo.17.9.096001 · 2012 · External reference
Stimulated Raman Histology: One to One Comparison With Standard Hematoxylin and Eosin Staining
10.1364/boe.10.005378 · 2019 · External reference
Label‐Free Biomedical Optical Imaging
10.1038/s41566-023-01299-6 · 2023 · External reference
Noninvasive Nonlinear Optical Computational Histology
10.1002/advs.202308630 · 2024 · External reference
Deep Learning Autofluorescence‐Harmonic Microscopy
10.1038/s41377-022-00768-x · 2022 · External reference
Intraoperative Assessment of Skull Base Tumors Using Stimulated Raman Scattering Microscopy
10.1038/s41598-019-56932-8 · 2019 · External reference
In Vivo Multiphoton Microscopy of NADH and FAD Redox States, Fluorescence Lifetimes, and Cellular Morphology in Precancerous Epithelia
10.1073/pnas.0708425104 · 2007 · External reference
The STARD‐AI Reporting Guideline for Diagnostic Accuracy Studies Using Artificial Intelligence
10.1038/s41591-025-03953-8 · 2025 · External reference
Multi‐Observer Study on the Assessment of Pediatric Gonadal Tumors Using Higher Harmonic Generation Microscopy as Compared to Conventional Histology
10.3390/cancers17101636 · 2025 · External reference
Third Harmonic Generation Microscopy
10.1364/oe.3.000315 · 1998 · External reference
Real‐Time Three‐Dimensional Histology‐Like Imaging by Label‐Free Nonlinear Optical Microscopy
10.21037/qims-20-381 · 2020 · External reference
Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update
10.1148/ryai.240300 · 2024 · External reference
Advances and Challenges in Label‐Free Nonlinear Optical Imaging Using Two‐Photon Excitation Fluorescence and Second Harmonic Generation for Cancer Research
10.1016/j.jphotobiol.2014.08.025 · 2014 · External reference
High‐Performance Medicine: The Convergence of Human and Artificial Intelligence
10.1038/s41591-018-0300-7 · 2019 · External reference
Label‐Free Whole Slide Virtual Multi‐Staining Using Dual‐Excitation Photon Absorption Remote Sensing Microscopy
10.1038/s44303-026-00154-x · 2026 · External reference
Label‐Free Delineation of Brain Tumors by Coherent Anti‐Stokes Raman Scattering Microscopy in an Orthotopic Mouse Model and Human Glioblastoma
10.1371/journal.pone.0107115 · 2014 · External reference
Rapid on‐Site Histology of Lung and Pleural Biopsies Using Higher Harmonic Generation Microscopy and Artificial Intelligence Analysis
10.1016/j.modpat.2024.100633 · 2025 · External reference
Second and Third Harmonic Generation Microscopy Visualizes Key Structural Components in Fresh Unprocessed Healthy Human Breast Tissue
10.1002/jbio.201800297 · 2019 · External reference
Compact Portable Multiphoton Microscopy Reveals Histopathological Hallmarks of Unprocessed Lung Tumor Tissue in Real Time
10.1002/tbio.202000009 · 2020 · External reference
Reporting Guideline for the Early‐Stage Clinical Evaluation of Decision Support Systems Driven by Artificial Intelligence: DECIDE‐AI
10.1038/s41591-022-01772-9 · 2022 · External reference
Deep Learning‐Based Virtual H& E Staining From Label‐Free Autofluorescence Lifetime Images
10.1038/s44303-024-00021-7 · 2024 · External reference
Resection‐Inspired Histopathological Diagnosis of Cerebral Cavernous Malformations Using Quantitative Multiphoton Microscopy
10.7150/thno.77532 · 2022 · External reference
Towards Next‐Generation Diagnostic Pathology: AI‐Empowered Label‐Free Multiphoton Microscopy
10.1038/s41377-024-01597-w · 2024 · External reference
Unresolved reference
External reference
Optical Third Harmonic Generation in Gases by a Focused Laser Beam
10.1103/physrev.185.57 · 1969 · External reference
The Hematoxylin and Eosin Stain in Anatomic Pathology—An Often‐Neglected Focus of Quality Assurance in the Laboratory
10.1053/j.semdp.2019.06.003 · 2019 · External reference
Label‐Free Live Brain Imaging and Targeted Patching With Third‐Harmonic Generation Microscopy
10.1073/pnas.1018743108 · 2011 · External reference
Chromatin Features as a Label‐Free Biomarker for Intraoperative Diagnosis of CNS Tumors by AI‐Augmented Third Harmonic Generation Microscopy
10.1016/j.matlit.2026.100044 · 2026 · External reference
Rapid Unpaired CBCT‐Based Synthetic CT for CBCT‐Guided Adaptive Radiotherapy
10.1002/acm2.14064 · 2023 · External reference
10.1609/aaai.v39i8.32949
10.1609/aaai.v39i8.32949 · External reference
Intraoperative Label‐Free Multimodal Nonlinear Optical Imaging for Point‐Of‐Procedure Cancer Diagnostics
10.1109/jstqe.2021.3054578 · 2021 · External reference
In Vivo Imaging of Neural Activity
10.1038/nmeth.4230 · 2017 · External reference
Deep Learning‐Based Virtual Staining, Segmentation, and Classification in Label‐Free Photoacoustic Histology of Human Specimens
10.1038/s41377-024-01554-7 · 2024 · External reference
Direct Comparison Between Confocal and Multiphoton Microscopy for Rapid Histopathological Evaluation of Unfixed Human Breast Tissue
10.1117/1.jbo.21.12.126021 · 2016 · External reference
Intravital Imaging by Simultaneous Label‐Free Autofluorescence‐Multiharmonic Microscopy
10.1038/s41467-018-04470-8 · 2018 · External reference
10.1109/cvpr.2018.00068
10.1109/cvpr.2018.00068 · 2018 · External reference
Pixel Super‐Resolved Virtual Staining of Label‐Free Tissue Using Diffusion Models
10.1038/s41467-025-60387-z · 2025 · External reference
Quantitative Third Harmonic Generation Microscopy for Assessment of Glioma in Human Brain Tissue
10.1002/advs.201900163 · 2019 · External reference
Extracting Morphologies From Third Harmonic Generation Images of Structurally Normal Human Brain Tissue
10.1093/bioinformatics/btx035 · 2017 · External reference
10.1109/iccv.2017.244
10.1109/iccv.2017.244 · 2017 · External reference
Imaging Coronary Artery Microstructure Using Second‐Harmonic and Two‐Photon Fluorescence Microscopy
10.1529/biophysj.104.042887 · 2004 · External reference
Three‐Dimensional Vibrational Imaging by Coherent Anti‐Stokes Raman Scattering
10.1103/physrevlett.82.4142 · 1999 · External reference
