Masked-diffusion autoencoders for 3d medical vision representation learning
Jiachen Tu, Guanghui Qin, Theodore Zhengde Zhao, Jeya Maria Jose Valanarasu, Sheng Zhang, Tristan Naumann, Fan Lam, Sheng Wang, Hoifung Poon
CVPR 2026 | June 2026
Jeya Maria Jose Valanarasu
Senior Researcher
论文与出版物
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Multimodal AI generates virtual population for tumor microenvironment modeling
Jeya Maria Jose Valanarasu, Hanwen Xu, Naoto Usuyama, Chanwoo Kim, Cliff Wong, Peniel Argaw, Racheli Ben Shimol, Angela Crabtree, Kevin Matlock, Alexandra Q. Bartlett, Jaspreet Bagga, Yu Gu, Sheng Zhang, Tristan Naumann, Bernard A. Fox, Bill Wright, Ari Robicsek, Brian Piening, Carlo Bifulco, Sheng Wang, Hoifung Poon
Cell | December 2025
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The Illusion of Readiness in Health AI
Yu Gu, Jingjing Fu, Xiaodong Liu, Jeya Maria Jose Valanarasu, Noel Codella, Reuben Tan, Jinyu Wang, Qianchu Liu, Ying Jin, Sheng Zhang, Rui Wang, Lei Song, Guan-Hua Qin, Naoto Usuyama, Cliff Wong, Cheng Hao, H. Lee, Praneeth Sanapathi, Sarah Hilado, Bian Jiang, Javier Alvarez-Valle, Mu Wei, Jianfeng Gao, Eric Horvitz, Matthew P Lungren, Hoifung Poon, Paul Vozila
September 2025
arXiv | September 2025
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Masked-diffusion autoencoders for 3d medical vision representation learning
Jiachen Tu, Guanghui Qin, Theodore Zhengde Zhao, Jeya Maria Jose Valanarasu, Sheng Zhang, Tristan Naumann, Fan Lam, Sheng Wang, Hoifung Poon
CVPR 2026 | June 2026
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Multimodal AI generates virtual population for tumor microenvironment modeling
Jeya Maria Jose Valanarasu, Hanwen Xu, Naoto Usuyama, Chanwoo Kim, Cliff Wong, Peniel Argaw, Racheli Ben Shimol, Angela Crabtree, Kevin Matlock, Alexandra Q. Bartlett, Jaspreet Bagga, Yu Gu, Sheng Zhang, Tristan Naumann, Bernard A. Fox, Bill Wright, Ari Robicsek, Brian Piening, Carlo Bifulco, Sheng Wang, Hoifung Poon
Cell | December 2025
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The Illusion of Readiness in Health AI
Yu Gu, Jingjing Fu, Xiaodong Liu, Jeya Maria Jose Valanarasu, Noel Codella, Reuben Tan, Jinyu Wang, Qianchu Liu, Ying Jin, Sheng Zhang, Rui Wang, Lei Song, Guan-Hua Qin, Naoto Usuyama, Cliff Wong, Cheng Hao, H. Lee, Praneeth Sanapathi, Sarah Hilado, Bian Jiang, Javier Alvarez-Valle, Mu Wei, Jianfeng Gao, Eric Horvitz, Matthew P Lungren, Hoifung Poon, Paul Vozila
September 2025
arXiv | September 2025
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Multimodal AI generates virtual population for tumor microenvironment modeling
Jeya Maria Jose Valanarasu, Hanwen Xu, Naoto Usuyama, Chanwoo Kim, Cliff Wong, Peniel Argaw, Racheli Ben Shimol, Angela Crabtree, Kevin Matlock, Alexandra Q. Bartlett, Jaspreet Bagga, Yu Gu, Sheng Zhang, Tristan Naumann, Bernard A. Fox, Bill Wright, Ari Robicsek, Brian Piening, Carlo Bifulco, Sheng Wang, Hoifung Poon
Cell | December 2025
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The Illusion of Readiness in Health AI
Yu Gu, Jingjing Fu, Xiaodong Liu, Jeya Maria Jose Valanarasu, Noel Codella, Reuben Tan, Jinyu Wang, Qianchu Liu, Ying Jin, Sheng Zhang, Rui Wang, Lei Song, Guan-Hua Qin, Naoto Usuyama, Cliff Wong, Cheng Hao, H. Lee, Praneeth Sanapathi, Sarah Hilado, Bian Jiang, Javier Alvarez-Valle, Mu Wei, Jianfeng Gao, Eric Horvitz, Matthew P Lungren, Hoifung Poon, Paul Vozila
September 2025
arXiv | September 2025
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Masked-diffusion autoencoders for 3d medical vision representation learning
Jiachen Tu, Guanghui Qin, Theodore Zhengde Zhao, Jeya Maria Jose Valanarasu, Sheng Zhang, Tristan Naumann, Fan Lam, Sheng Wang, Hoifung Poon
CVPR 2026 | June 2026
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The Illusion of Readiness in Health AI
Yu Gu, Jingjing Fu, Xiaodong Liu, Jeya Maria Jose Valanarasu, Noel Codella, Reuben Tan, Jinyu Wang, Qianchu Liu, Ying Jin, Sheng Zhang, Rui Wang, Lei Song, Guan-Hua Qin, Naoto Usuyama, Cliff Wong, Cheng Hao, H. Lee, Praneeth Sanapathi, Sarah Hilado, Bian Jiang, Javier Alvarez-Valle, Mu Wei, Jianfeng Gao, Eric Horvitz, Matthew P Lungren, Hoifung Poon, Paul Vozila
September 2025
arXiv | September 2025
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Multimodal AI generates virtual population for tumor microenvironment modeling
Jeya Maria Jose Valanarasu, Hanwen Xu, Naoto Usuyama, Chanwoo Kim, Cliff Wong, Peniel Argaw, Racheli Ben Shimol, Angela Crabtree, Kevin Matlock, Alexandra Q. Bartlett, Jaspreet Bagga, Yu Gu, Sheng Zhang, Tristan Naumann, Bernard A. Fox, Bill Wright, Ari Robicsek, Brian Piening, Carlo Bifulco, Sheng Wang, Hoifung Poon
Cell | December 2025
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