Bowen Chen

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All published works

Action	Title	Year	Authors
+ PDF Chat	Multimodal Whole Slide Foundation Model for Pathology	2024	Tong Ding Sophia J. Wagner Andrew H. Song Richard J. Chen Ming Y. Lu Andrew Zhang Anurag Vaidya Guillaume Jaume Muhammad Shaban Ahrong Kim
+	A General-Purpose Self-Supervised Model for Computational Pathology.	2023	Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume Bowen Chen J. Andrew Zhang Daniel Shao Andrew H. Song Muhammad Shaban
+	Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples.	2023	Andrew H. Song Mane Williams Drew F. K. Williamson Guillaume Jaume J. Andrew Zhang Bowen Chen Robert Serafin Jonathan Liu Alex Baras Anil V. Parwani
+ PDF Chat	Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images	2023	Ming Y. Lu Bowen Chen Andrew Zhang Drew F. K. Williamson Richard J. Chen Tong Ding Long P. Le Yung-Sung Chuang Faisal Mahmood
+	Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images	2023	Ming Y. Lu Bowen Chen J. Andrew Zhang Drew F. K. Williamson Richard J. Chen Tong Ding Long P. Le Yung-Sung Chuang Faisal Mahmood
+	Towards a Visual-Language Foundation Model for Computational Pathology	2023	Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Ivy Liang Tong Ding Guillaume Jaume Igor Odintsov J. Andrew Zhang Long P. Le
+	Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples	2023	Andrew H. Song Mane Williams Drew F. K. Williamson Guillaume Jaume J. Andrew Zhang Bowen Chen Robert Serafin Jonathan Liu Alex Baras Anil V. Parwani
+	A General-Purpose Self-Supervised Model for Computational Pathology	2023	Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume Bowen Chen J. Andrew Zhang Daniel Shao Andrew H. Song Muhammad Shaban
+	A Foundational Multimodal Vision Language AI Assistant for Human Pathology	2023	Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Kenji Ikamura Georg K. Gerber Ivy Liang Long P. Le Tong Ding Anil V. Parwani
+	A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation	2022	Irene Li Thomas F. George Alexander R. Fabbri Tammy Liao Bowen Chen Rina Kawamura Richard Zhou Vanessa Yan Swapnil Hingmire Dragomir Radev
+	CLICKER: A Computational LInguistics Classification Scheme for Educational Resources	2021	Swapnil Hingmire Irene Li Rena Kawamura Bowen Chen Alexander R. Fabbri Xiangru Tang Yixin Liu Thomas F. George Tammy Liao Wai Pan Wong

Common Coauthors

Coauthor	Papers Together
Faisal Mahmood	9
Drew F. K. Williamson	9
Long P. Le	7
Ming Y. Lu	7
Tong Ding	7
Richard J. Chen	7
Guillaume Jaume	6
J. Andrew Zhang	6
Andrew H. Song	5
Georg K. Gerber	5
Mane Williams	4
Anil V. Parwani	4
Sharifa Sahai	3
Muhammad Shaban	3
Anurag Vaidya	3
Swapnil Hingmire	2
Ivy Liang	2
Thomas F. George	2
Luca L. Weishaupt	2
Alexander R. Fabbri	2
Richard Zhou	2
Tammy Liao	2
Daniel Shao	2
Vanessa Yan	2
Judy J. Wang	2
Robert Serafin	2
Yung-Sung Chuang	2
Lukas Oldenburg	2
Dragomir Radev	2
Jonathan Liu	2
Irene Li	2
W. Roger Williams	2
Alex Baras	2
Chengkuan Chen	1
Ahrong Kim	1
Cristina Almagro-Pérez	1
Andrew Zhang	1
Shumpei Ishikawa	1
Paul Doucet	1
Sophia J. Wagner	1
Girish Keshav Palshikar	1
Kenji Ikamura	1
Yixin Liu	1
Xiangru Tang	1
Akihiro Kawabe	1
Andrew Zhang	1
Daisuke Komura	1
Igor Odintsov	1
Tingying Peng	1
Rena Kawamura	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study	2020	Wouter Bulten Hans Pinckaers Hester van Boven Robert Vink Thomas de Bel Bram van Ginneken Jeroen van der Laak Christina Hulsbergen‐van de Kaa Geert Litjens	2
+	Data-efficient and weakly supervised computational pathology on whole-slide images	2021	Ming Y. Lu Drew F. K. Williamson Tiffany Chen Richard J. Chen Matteo Barbieri Faisal Mahmood	2
+ PDF Chat	Generating survival times to simulate Cox proportional hazards models	2005	Ralf Bender Thomas Augustin Maria Blettner	1
+	Contrastive Learning Using Spectral Methods	2013	James Zou Daniel Hsu David C. Parkes Ryan P. Adams	1
+	Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation	2016	Konstantinos Kamnitsas Christian Ledig Virginia Newcombe Joanna Simpson Andrew D. Kane David Menon Daniel Rueckert Ben Glocker	1
+ PDF Chat	Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification	2016	Le Hou Dimitris Samaras Tahsin Kurç Yi Gao James Davis Joel Saltz	1
+	Attention-based Deep Multiple Instance Learning	2018	Maximilian Ilse Jakub M. Tomczak Max Welling	1
+ PDF Chat	Neural Image Compression for Gigapixel Histopathology Image Analysis	2019	David Tellez Geert Litjens Jeroen van der Laak Francesco Ciompi	1
+ PDF Chat	Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer	2019	Kunal Nagpal Davis Foote Yun Liu Po-Hsuan Cameron Chen Ellery Wulczyn Fraser Elisabeth Tan Niels Olson Jenny L. Smith Arash Mohtashamian James H. Wren	1
+ PDF Chat	Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology	2019	Hiroki Tokunaga Yuki Teramoto Akihiko Yoshizawa Ryoma Bise	1
+	ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks	2019	Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee	1
+ PDF Chat	Learning Permutation Invariant Representations Using Memory Networks	2020	Shivam Kalra Mohammed Adnan Graham W. Taylor H. R. Tizhoosh	1
+	A Simple Framework for Contrastive Learning of Visual Representations	2020	Ting Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton	1
+ PDF Chat	Momentum Contrast for Unsupervised Visual Representation Learning	2020	Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross Girshick	1
+ PDF Chat	Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing	2021	裕二池谷 Robert Tinn Hao Cheng Michael Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon	1
+	Contrastive Learning of Medical Visual Representations from Paired Images and Text	2020	Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning Curtis P. Langlotz	1
+	X-CAL: Explicit Calibration for Survival Analysis	2021	Mark Goldstein Xintian Han Aahlad Puli Adler Perotte Rajesh Ranganath	1
+ PDF Chat	Contrastive Multiview Coding	2020	Yonglong Tian Dilip Krishnan Phillip Isola	1
+ PDF Chat	Learning Visual Representations with Caption Annotations	2020	Mert Bülent Sarıyıldız Julien Perez Diane Larlus	1
+ PDF Chat	Robust breast cancer detection in mammography and digital breast tomosynthesis using an annotation-efficient deep learning approach	2021	William Lotter Abdul Rahman Diab Bryan Haslam Jiye G. Kim Giorgia Grisot Eric Q. Wu Kevin Wu Jorge Onieva Onieva Yun Boyer Jerrold L. Boxerman	1
+	Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision	2021	Chao Jia Yinfei Yang Ye Xia Yi‐Ting Chen Zarana Parekh Hieu Pham Quoc V. Le Yun-Hsuan Sung Zhen Li Tom Duerig	1
+ PDF Chat	Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations	2021	Navid Alemi Koohbanani Balagopal Unnikrishnan Syed Ali Khurram Pavitra Krishnaswamy Nasir Rajpoot	1
+ PDF Chat	An Empirical Study of Training Self-Supervised Vision Transformers	2021	Xinlei Chen Saining Xie Kaiming He	1
+ PDF Chat	AI-based pathology predicts origins for cancers of unknown primary	2021	Ming Y. Lu Tiffany Chen Drew F. K. Williamson Melissa Zhao Maha Shady Jana Lipková Faisal Mahmood	1
+	Learning Transferable Visual Models From Natural Language Supervision	2021	Alec Radford Jong Wook Kim Chris Hallacy Aditya Ramesh Gabriel Goh Sandhini Agarwal Girish Sastry Amanda Askell Pamela Mishkin Jack Clark	1
+ PDF Chat	Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles	2021	Jevgenij Gamper Nasir Rajpoot	1
+	Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning	2021	Bin Li Yin Li Kevin W. Eliceiri	1
+ PDF Chat	VirTex: Learning Visual Representations from Textual Annotations	2021	Karan Desai Justin Johnson	1
+	SimVLM: Simple Visual Language Model Pretraining with Weak Supervision	2021	Zirui Wang Jiahui Yu Adams Wei Yu Zihang Dai Yulia Tsvetkov Yuan Cao	1
+ PDF Chat	Multi-Class Cell Detection Using Spatial Context Representation	2021	Shahira Abousamra David Belinsky John Van Arnam Felicia D. Allard Eric U. Yee Rajarsi Gupta Tahsin Kurç Dimitris Samaras Joel Saltz Chao Chen	1
+ PDF Chat	Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction Using Patch-Based Graph Convolutional Networks	2021	Richard J. Chen Ming Y. Lu Muhammad Shaban Chengkuan Chen Tiffany Chen Drew F. K. Williamson Faisal Mahmood	1
+	Multitask Prompted Training Enables Zero-Shot Task Generalization	2021	Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika Zaid Alyafeai Antoine Chaffin Arnaud Stiegler Teven Le Scao Arun Raja	1
+ PDF Chat	Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology	2021	Chetan L. Srinidhi Anne L. Martel	1
+	Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm	2021	Yangguang Li Feng Liang Li-Chen Zhao Yufeng Cui Wanli Ouyang Jing Shao Fengwei Yu Junjie Yan	1
+	Hierarchical graph representations in digital pathology	2021	Pushpak Pati Guillaume Jaume Antonio Foncubierta–Rodríguez Florinda Feroce Anna Maria Anniciello Giosuè Scognamiglio Nadia Brancati Maryse Fiche Estelle Dubruc Daniel Riccio	1
+	TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification	2021	Zhuchen Shao Hao Bian Yang Chen Yifeng Wang Jian Zhang Xiangyang Ji yongbing zhang	1
+	Self supervised contrastive learning for digital histopathology	2021	Ozan Ciga Tony Xu Anne L. Martel	1
+ PDF Chat	LiT: Zero-Shot Transfer with Locked-image text Tuning	2022	Xiaohua Zhai Xiao Wang Basil Mustafa Andreas Steiner Daniel Keysers Alexander Kolesnikov Lucas Beyer	1
+	Inference of captions from histopathological patches	2022	Masayuki Tsuneki Fahdi Kanavati	1
+	Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering	2022	AJ Piergiovanni Wei Li Weicheng Kuo Mohammad Saffar Fred Bertsch Anelia Angelova	1
+	Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation	2021	Bichen Wu Ruizhe Cheng Peizhao Zhang P. Vajda Joseph E. Gonzalez	1
+	CoCa: Contrastive Captioners are Image-Text Foundation Models	2022	Jiahui Yu Zirui Wang Vijay K. Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu	1
+	CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP	2021	Andreas Fürst Elisabeth Rumetshofer Johannes M. Lehner Viet Tran Fei Tang Hubert Ramsauer David P. Kreil Michael Kopp Günter Klambauer Angela Bitto-Nemling	1
+	Supervised Contrastive Learning	2020	Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan	1
+	Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks	2022	Wenhui Wang Hangbo Bao Dong Li Johan Björck Zhiliang Peng Qiang Liu Kriti Aggarwal Owais Khan Mohammed Saksham Singhal Subhojit Som	1
+ PDF Chat	Towards label-efficient automatic diagnosis and analysis: a comprehensive survey of advanced deep learning-based weakly-supervised, semi-supervised and self-supervised techniques in histopathological image analysis	2022	Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song	1
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	1
+	Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology	2022	Syed Ashar Javed Dinkar Juyal Harshith Padigela Amaro Taylor‐Weiner Limin Yu Aaditya Prakash	1
+	Iterative Patch Selection for High-Resolution Image Recognition	2022	Benjamin Bergner Christoph Lippert Aravindh Mahendran	1
+ PDF Chat	Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning	2022	Richard J. Chen Chengkuan Chen Yicong Li Tiffany Chen Andrew D. Trister Rahul G. Krishnan Faisal Mahmood	1