Deep Learning-enabled Virtual Histological Staining of Biological Samples. - Bijie Bai; Xilin Yang; Yuzhu Li; Yijie Zhang; Nir Pillar; Aydogan Ozcan (CoRR, 2022)

Virtual histological staining of unlabeled autopsy tissue. - Yuzhu Li; Nir Pillar; Jingxi Li; Tairan Liu; Di Wu; Songyu Sun; Guangdong Ma; Kevin de Haan; Luzhe Huang; Sepehr Hamidi; Anatoly Urisman; Tal Keidar Haran; et al. (CoRR, 2023)

Digital staining facilitates biomedical microscopy. - Michael John Fanous; Nir Pillar; Aydogan Ozcan (Frontiers Bioinform., 2023)

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; Sahan Yoruc Selcuk; Zhen Guo; Gregory A. Fishbein; Karine Atlan; William Dean Wallace; Nir Pillar; Aydogan Ozcan (CoRR, 2024)

Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling. - Sahan Yoruc Selcuk; Xilin Yang; Bijie Bai; Yijie Zhang; Yuzhu Li; Musa Aydin; Aras Firat Unal; Aditya Gomatam; Zhen Guo; Morgan Angus Darrow; Goren Kolodney; Karine Atlan; et al. (CoRR, 2024)

Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology. - Luzhe Huang; Yuzhu Li; Nir Pillar; Tal Keidar Haran; William Dean Wallace; Aydogan Ozcan (CoRR, 2024)

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. - Çagatay Isil; Hatice Ceylan Koydemir; Merve Eryilmaz; Kevin de Haan; Nir Pillar; Koray Mentesoglu; Aras Firat Unal; Yair Rivenson; Sukantha Chandrasekaran; Omai B. Garner; Aydogan Ozcan (CoRR, 2024)

Label-free evaluation of lung and heart transplant biopsies using virtual staining. - Yuzhu Li; Nir Pillar; Tairan Liu; Guangdong Ma; Yuxuan Qi; Kevin de Haan; Yijie Zhang; Xilin Yang; Adrian J. Correa; Guangqian Xiao; Kuang-Yu Jen; Kenneth A. Iczkowski; et al. (CoRR, 2024)

BlurryScope: a cost-effective and compact scanning microscope for automated HER2 scoring using deep learning on blurry image data. - Michael John Fanous; Christopher Michael Seybold; Hanlong Chen; Nir Pillar; Aydogan Ozcan (CoRR, 2024)

Super-resolved virtual staining of label-free tissue using diffusion models. - Yijie Zhang; Luzhe Huang; Nir Pillar; Yuzhu Li; Hanlong Chen; Aydogan Ozcan (CoRR, 2024)

Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry. - Yijie Zhang; Luzhe Huang; Nir Pillar; Yuzhu Li; Lukasz G. Migas; Raf Van de Plas; Jeffrey M. Spraggins; Aydogan Ozcan (CoRR, 2024)

BlurryScope enables compact, cost-effective scanning microscopy for HER2 scoring using deep learning on blurry images. - Michael John Fanous; Christopher Michael Seybold; Hanlong Chen; Nir Pillar; Aydogan Ozcan (npj Digit. Medicine, 2025)