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2020 – today
- 2025
[j3]Emily Alsentzer, Michelle M. Li, Shilpa N. Kobren, Ayush Noori, Isaac S. Kohane, Marinka Zitnik:
Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases. npj Digit. Medicine 8(1) (2025)- [i12]Amin Adibi, Xu Cao, Zongliang Ji, Jivat Neet Kaur, Winston Chen, Elizabeth Healey, Brighton Nuwagira, Wenqian Ye, Geoffrey Woollard, Maxwell A. Xu, Hejie Cui, Johnny Xi, Trenton Chang, Vasiliki Bikia, Nicole Zhang, Ayush Noori, Yuan Xia, Md. Belal Hossain, Hanna A. Frank, Alina Peluso
, Yuan Pu, Shannon Zejiang Shen, John Wu, Adibvafa Fallahpour, Sazan Mahbub, Ross Duncan, Yuwei Zhang, Yurui Cao, Zuheng Xu, Michael Craig, Rahul G. Krishnan, Rahmatollah Beheshti, James M. Rehg, Mohammad Ehsanul Karim, Megan Coffee, Leo Anthony Celi, Jason Alan Fries, Mohsen Sadatsafavi, Dennis L. Shung, Shannon K. McWeeney, Jessica Dafflon, Sarah Jabbour:
Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium. CoRR abs/2502.06693 (2025) - [i11]Shanghua Gao, Richard Zhu, Zhenglun Kong, Ayush Noori, Xiao-Rui Su, Curtis Ginder, Theodoros Tsiligkaridis, Marinka Zitnik:
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools. CoRR abs/2503.10970 (2025) - [i10]Shanghua Gao, Richard Zhu, Pengwei Sui, Zhenglun Kong, Sufian Aldogom, Yepeng Huang, Ayush Noori, Reza Shamji, Krishna Parvataneni, Theodoros Tsiligkaridis, Marinka Zitnik:
Democratizing AI scientists using ToolUniverse. CoRR abs/2509.23426 (2025) - [i9]Xilin Dang, Kexin Chen, Xiao-Rui Su, Ayush Noori, Iñaki Arango, Lucas Vittor, Xinyi Long, Yuyang Du, Marinka Zitnik, Pheng-Ann Heng:
KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning. CoRR abs/2509.24816 (2025) - [i8]Ayush Noori, Adam Rodman, Alan Karthikesalingam, Bilal A. Mateen, Christopher A. Longhurst, Daniel Yang, Dave deBronkart, Gauden Galea, Harold F. Wolf III, Jacob Waxman, Joshua C. Mandel, Juliana Rotich, Kenneth D. Mandl, Maryam Mustafa, Melissa Miles, Nigam H. Shah, Peter Lee, Robert Korom, Scott Mahoney, Seth Hain, Tien Yin Wong, Trevor Mundel, Vivek Natarajan, Noa Dagan, David A. Clifton, Ran D. Balicer, Isaac S. Kohane, Marinka Zitnik:
A global log for medical AI. CoRR abs/2510.04033 (2025) - 2024
- [c1]Helen Zhou, Stefan Hegselmann, Elizabeth Healey, Trenton Chang, Caleb Ellington, Michael Leone, Vishwali Mhasawade, Sana Tonekaboni, Winston Chen, Hyewon Jeong, Xiaoxiao Li, Juyeon Heo, Payal Chandak, Ayush Noori, Sarah Jabbour, Jessica Dafflon, Jerry Ji, Jivat Neet Kaur, Amin Adibi, Xu Cao, Meera Krishnamoorthy, Yidi Huang, Fabian Gröger, Aishwarya Mandyam, Niloufar Saharhkhiz, Teya S. Bergamaschi, William Boag, Jeroen Berrevoets, Matthew Lee, Kyle Heuton, Peniel N. Argaw, Haoran Zhang:
Machine Learning for Health (ML4H) 2024. ML4H@NeurIPS 2024: 1-13 - [i7]Shanghua Gao, Ada Fang, Yepeng Huang, Valentina Giunchiglia, Ayush Noori, Jonathan Richard Schwarz, Yasha Ektefaie, Jovana Kondic, Marinka Zitnik:
Empowering Biomedical Discovery with AI Agents. CoRR abs/2404.02831 (2024) - [i6]Ayush Noori, Iñaki Arango, William E. Byrd, Nada Amin:
Multi-objective generative AI for designing novel brain-targeting small molecules. CoRR abs/2407.00004 (2024) - [i5]Anya Chauhan, Ayush Noori, Zhaozhi Li, Yingnan He, Michelle M. Li, Marinka Zitnik, Sudeshna Das:
Multi Scale Graph Neural Network for Alzheimer's Disease. CoRR abs/2411.10720 (2024) - 2023
- [j2]Ayush Noori, Michelle M. Li, Amelia L. M. Tan, Marinka Zitnik:
Metapaths: similarity search in heterogeneous knowledge graphs via meta-paths. Bioinform. 39(5) (2023) - [j1]Yasha Ektefaie, George Dasoulas, Ayush Noori, Maha R. Farhat, Marinka Zitnik:
Multimodal learning with graphs. Nat. Mac. Intell. 5(4): 340-350 (2023) - [i4]Ruth Johnson, Michelle M. Li, Ayush Noori, Owen Queen, Marinka Zitnik:
Graph AI in Medicine. CoRR abs/2310.13767 (2023) - 2022
- [i3]Yasha Ektefaie, George Dasoulas, Ayush Noori, Maha R. Farhat, Marinka Zitnik:
Geometric multimodal representation learning. CoRR abs/2209.03299 (2022) - 2021
- [i2]Tanish Tyagi, Colin G. Magdamo, Ayush Noori, Zhaozhi Li, Xiao Liu, Mayuresh Deodhar, Zhuoqiao Hong, Wendong Ge, Elissa M. Ye, Yi-han Sheu, Haitham Alabsi, Laura Brenner, Gregory K. Robbins, Sahar Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Alberto Serrano-Pozo, Dimitry Prokopenko, Rudolph E. Tanzi, Bradley T. Hyman, Deborah Blacker, Shibani S. Mukerji, M. Brandon Westover, Sudeshna Das:
Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records. CoRR abs/2111.09115 (2021) - 2020
- [i1]Zhuoqiao Hong, Colin G. Magdamo, Yi-han Sheu, Prathamesh Mohite, Ayush Noori, Elissa M. Ye, Wendong Ge, Haoqi Sun, Laura Brenner, Gregory K. Robbins, Shibani Mukerji, Sahar Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Bradley T. Hyman, M. Brandon Westover, Deborah Blacker, Sudeshna Das:
Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning. CoRR abs/2011.06489 (2020)
Coauthor Index
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