Federated learning for computational pathology on gigapixel whole slide images
Lu, Ming Y., Chen, Richard J., Kong, Dehan, Lipkova, Jana, Singh, Rajendra, Williamson, Drew F.K., Chen, Tiffany Y., Mahmood, Faisal
Published in Medical image analysis (01.02.2022)
Published in Medical image analysis (01.02.2022)
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Journal Article
Synthetic data in machine learning for medicine and healthcare
Chen, Richard J, Lu, Ming Y, Chen, Tiffany Y, Williamson, Drew F K, Mahmood, Faisal
Published in Nature biomedical engineering (01.06.2021)
Published in Nature biomedical engineering (01.06.2021)
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Journal Article
Histological features of BRAF V600E‐mutant anaplastic thyroid carcinoma
Chen, Tiffany Y, Lorch, Jochen H, Wong, Kristine S, Barletta, Justine A
Published in Histopathology (01.08.2020)
Published in Histopathology (01.08.2020)
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A deep-learning model for transforming the style of tissue images from cryosectioned to formalin-fixed and paraffin-embedded
Ozyoruk, Kutsev Bengisu, Can, Sermet, Darbaz, Berkan, Başak, Kayhan, Demir, Derya, Gokceler, Guliz Irem, Serin, Gurdeniz, Hacisalihoglu, Uguray Payam, Kurtuluş, Emirhan, Lu, Ming Y, Chen, Tiffany Y, Williamson, Drew F K, Yılmaz, Funda, Mahmood, Faisal, Turan, Mehmet
Published in Nature biomedical engineering (01.12.2022)
Published in Nature biomedical engineering (01.12.2022)
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Journal Article
Primary low‐grade neuroendocrine carcinoma of the skin: An exceedingly rare entity
Chen, Tiffany Y., Morrison, Annie O., Susa, Joe, Cockerell, Clay J.
Published in Journal of cutaneous pathology (01.11.2017)
Published in Journal of cutaneous pathology (01.11.2017)
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Journal Article
Bitbow Enables Highly Efficient Neuronal Lineage Tracing and Morphology Reconstruction in Single Drosophila Brains
Li, Ye, Walker, Logan A, Zhao, Yimeng, Edwards, Erica M, Michki, Nigel S, Cheng, Hon Pong Jimmy, Ghazzi, Marya, Chen, Tiffany Y, Chen, Maggie, Roossien, Douglas H, Cai, Dawen
Published in Frontiers in neural circuits (20.10.2021)
Published in Frontiers in neural circuits (20.10.2021)
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Journal Article
AI-based pathology predicts origins for cancers of unknown primary
Lu, Ming Y, Chen, Tiffany Y, Williamson, Drew F K, Zhao, Melissa, Shady, Maha, Lipkova, Jana, Mahmood, Faisal
Published in Nature (London) (03.06.2021)
Published in Nature (London) (03.06.2021)
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Journal Article
Data-efficient and weakly supervised computational pathology on whole-slide images
Lu, Ming Y, Williamson, Drew F K, Chen, Tiffany Y, Chen, Richard J, Barbieri, Matteo, Mahmood, Faisal
Published in Nature biomedical engineering (01.06.2021)
Published in Nature biomedical engineering (01.06.2021)
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Journal Article
Signet-ring cutaneous metastasis presenting with massive anasarca
Raval, Neel, Shmuylovich, Leonid, Strickley, John, Chen, Tiffany Y., Rosman, Ilana S., Musiek, Amy
Published in JAAD Case Reports (01.04.2021)
Published in JAAD Case Reports (01.04.2021)
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Journal Article
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
Chen, Richard J., Chen, Chengkuan, Li, Yicong, Chen, Tiffany Y., Trister, Andrew D., Krishnan, Rahul G., Mahmood, Faisal
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Pan-cancer integrative histology-genomic analysis via multimodal deep learning
Chen, Richard J., Lu, Ming Y., Williamson, Drew F.K., Chen, Tiffany Y., Lipkova, Jana, Noor, Zahra, Shaban, Muhammad, Shady, Maha, Williams, Mane, Joo, Bumjin, Mahmood, Faisal
Published in Cancer cell (08.08.2022)
Published in Cancer cell (08.08.2022)
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Journal Article
Artificial intelligence for multimodal data integration in oncology
Lipkova, Jana, Chen, Richard J., Chen, Bowen, Lu, Ming Y., Barbieri, Matteo, Shao, Daniel, Vaidya, Anurag J., Chen, Chengkuan, Zhuang, Luoting, Williamson, Drew F.K., Shaban, Muhammad, Chen, Tiffany Y., Mahmood, Faisal
Published in Cancer cell (10.10.2022)
Published in Cancer cell (10.10.2022)
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Journal Article
HPV-related Multiphenotypic Sinonasal Carcinoma: An Expanded Series of 49 Cases of the Tumor Formerly Known as HPV-related Carcinoma With Adenoid Cystic Carcinoma-like Features
Bishop, Justin A, Andreasen, Simon, Hang, Jen-Fan, Bullock, Martin J, Chen, Tiffany Y, Franchi, Alessandro, Garcia, Joaquin J, Gnepp, Douglas R, Gomez-Fernandez, Carmen R, Ihrler, Stephan, Kuo, Ying-Ju, Lewis, Jr, James S, Magliocca, Kelly R, Pambuccian, Stefan, Sandison, Ann, Uro-Coste, Emmanuelle, Stelow, Edward, Kiss, Katalin, Westra, William H
Published in The American journal of surgical pathology (01.12.2017)
Published in The American journal of surgical pathology (01.12.2017)
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Journal Article
Algorithmic fairness in artificial intelligence for medicine and healthcare
Chen, Richard J, Wang, Judy J, Williamson, Drew F K, Chen, Tiffany Y, Lipkova, Jana, Lu, Ming Y, Sahai, Sharifa, Mahmood, Faisal
Published in Nature biomedical engineering (01.06.2023)
Published in Nature biomedical engineering (01.06.2023)
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Journal Article
Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies
Lipkova, Jana, Chen, Tiffany Y, Lu, Ming Y, Chen, Richard J, Shady, Maha, Williams, Mane, Wang, Jingwen, Noor, Zahra, Mitchell, Richard N, Turan, Mehmet, Coskun, Gulfize, Yilmaz, Funda, Demir, Derya, Nart, Deniz, Basak, Kayhan, Turhan, Nesrin, Ozkara, Selvinaz, Banz, Yara, Odening, Katja E, Mahmood, Faisal
Published in Nature medicine (01.03.2022)
Published in Nature medicine (01.03.2022)
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Journal Article
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images
Chen, Richard J., Lu, Ming Y., Weng, Wei-Hung, Chen, Tiffany Y., Williamson, Drew FK, Manz, Trevor, Shady, Maha, Mahmood, Faisal
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Demographic bias in misdiagnosis by computational pathology models
Vaidya, Anurag, Chen, Richard J, Williamson, Drew F K, Song, Andrew H, Jaume, Guillaume, Yang, Yuzhe, Hartvigsen, Thomas, Dyer, Emma C, Lu, Ming Y, Lipkova, Jana, Shaban, Muhammad, Chen, Tiffany Y, Mahmood, Faisal
Published in Nature medicine (01.04.2024)
Published in Nature medicine (01.04.2024)
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