Deep Learning-enabled Virtual Histological Staining of Biological Samples

13 November 2022

Papers citing "Deep Learning-enabled Virtual Histological Staining of Biological Samples"

25 / 25 papers shown

Title
Digital Staining with Knowledge Distillation: A Unified Framework for Unpaired and Paired-But-Misaligned Data Ziwang Xu Lanqing Guo Satoshi Tsutsui Shuyan Zhang Alex C. Kot Bihan Wen 26 0 0 14 Apr 2025
Evaluation of Machine-generated Biomedical Images via A Tally-based Similarity Measure F. Brooks Rucha Deshpande MedIm 32 0 0 28 Mar 2025
Patch-Wise Hypergraph Contrastive Learning with Dual Normal Distribution Weighting for Multi-Domain Stain Transfer Haiyan Wei Hangrui Xu Bingxu Zhu Yulian Geng Aolei Liu Wenfei Yin Jian Liu 55 0 0 12 Mar 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 36 1 0 03 Mar 2025
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review Behnaz Elhaminia Abdullah Alsalemi Esha Nasir Mostafa Jahanifar Ruqayya Awan Lawrence S Young Nasir M. Rajpoot F. Minhas S. Raza 64 0 0 26 Feb 2025
Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry Yijie Zhang Luzhe Huang N. Pillar Y. Li Lukasz G. Migas Raf Van de Plas Jeffrey M. Spraggins Aydogan Ozcan 67 0 0 20 Nov 2024
Diagnosis of Malignant Lymphoma Cancer Using Hybrid Optimized Techniques Based on Dense Neural Networks Salah A. Aly Ali M. Bakhiet Mazen Balat 16 0 0 09 Oct 2024
Label-free evaluation of lung and heart transplant biopsies using virtual staining Yuzhu Li N. Pillar Tairan Liu Guangdong Ma Yuxuan Qi ... Kuang-Yu Jen Kenneth A. Iczkowski Yulun Wu W. D. Wallace Aydogan Ozcan 23 1 0 09 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 31 11 0 05 Aug 2024
Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning Çaǧatay Işıl H. Koydemir Merve Eryilmaz Kevin de Haan N. Pillar ... Aras Firat Unal Y. Rivenson Sukantha Chandrasekaran O. Garner Aydogan Ozcan 27 1 0 17 Jul 2024
Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images Mehdi Ounissi Ilias Sarbout J. Hugot C. Martinez-Vinson D. Berrebi Daniel Racoceanu MedIm 39 0 0 26 Jun 2024
$Integration of Programmable Diffraction with Digital Neural Networks$ Integration of Programmable Diffraction with Digital Neural Networks Md. Sadman Sakib Rahman Aydogan Ozcan 34 4 0 15 Jun 2024
Data-driven Nucleus Subclassification on Colon H&E using Style-transferred Digital Pathology Lucas W. Remedios Shunxing Bao Samuel W. Remedios Ho Hin Lee L. Cai ... M. K. Washington Lori A. Coburn Keith T. Wilson Yuankai Huo Bennett A. Landman 22 1 0 15 May 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 17 1 0 13 May 2024
Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology Luzhe Huang Yuzhu Li N. Pillar Tal Keidar Haran W. D. Wallace Aydogan Ozcan 19 0 0 29 Apr 2024
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning Xilin Yang Bijie Bai Yijie Zhang Musa Aydin Şahan Yoruç Selçuk ... Gregory A. Fishbein Karine Atlan W. D. Wallace N. Pillar Aydogan Ozcan 63 7 0 14 Mar 2024
AI-driven projection tomography with multicore fibre-optic cell rotation Jiawei Sun Bin Yang N. Koukourakis Jochen Guck Juergen W. Czarske 12 24 0 12 Dec 2023
Editable Stain Transformation Of Histological Images Using Unpaired GANs Tibor Sloboda L. Hudec Wanda Benesova MedIm 21 2 0 06 Dec 2023
Virtual histological staining of unlabeled autopsy tissue Yuzhu Li N. Pillar Jingxi Li Tairan Liu Di Wu ... A. Urisman Tal Keidar Haran W. D. Wallace Jonathan E. Zuckerman Aydogan Ozcan 6 17 0 02 Aug 2023
SCPAT-GAN: Structural Constrained and Pathology Aware Convolutional Transformer-GAN for Virtual Histology Staining of Human Coronary OCT images Xueshen Li Hongshan Liu Xiaoyu Song B. Brott S. Litovsky Yu Gan ViT MedIm 14 0 0 22 Jul 2023
Label- and slide-free tissue histology using 3D epi-mode quantitative phase imaging and virtual H&E staining Tanishq Mathew Abraham P. C. Costa Caroline Filan Z. Guang Zhaobin Zhang S. Neill J. Olson R. Levenson Francisco E. Robles 13 3 0 01 Jun 2023
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization J. Dolezal S. Kochanny E. Dyer Andrew Srisuwananukorn Matteo Sacco Frederick M. Howard Anran Li Prajval Mohan Alexander T. Pearson MedIm 11 22 0 09 Apr 2023
Digital staining in optical microscopy using deep learning -- a review Lucas Kreiss Shaowei Jiang Xiang Li Shiqi Xu Kevin C Zhou ... Seung Ah Lee G. Zheng Kyle J. Lafata O. Friedrich R. Horstmeyer 39 14 0 14 Mar 2023
Supervision by Denoising for Medical Image Segmentation Sean I. Young Adrian V. Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 19 3 0 07 Feb 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,444 0 21 Nov 2016