Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning. - 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; et al. (CoRR, 2020)

Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records. - 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; et al. (CoRR, 2021)

Geometric multimodal representation learning. - Yasha Ektefaie; George Dasoulas; Ayush Noori; Maha R. Farhat; Marinka Zitnik (CoRR, 2022)

Graph AI in Medicine. - Ruth Johnson; Michelle M. Li; Ayush Noori; Owen Queen; Marinka Zitnik (CoRR, 2023)

Multimodal learning with graphs. - Yasha Ektefaie; George Dasoulas; Ayush Noori; Maha R. Farhat; Marinka Zitnik (Nat. Mac. Intell., 2023)

Metapaths: similarity search in heterogeneous knowledge graphs via meta-paths. - Ayush Noori; Michelle M. Li; Amelia L. M. Tan; Marinka Zitnik (Bioinform., 2023)

Machine Learning for Health (ML4H) 2024. - Helen Zhou; Stefan Hegselmann; Elizabeth Healey; Trenton Chang; Caleb Ellington; Michael Leone; Vishwali Mhasawade; Sana Tonekaboni; Winston Chen; Hyewon Jeong; Xiaoxiao Li; Juyeon Heo; et al. (ML4H@NeurIPS, 2024)

Empowering Biomedical Discovery with AI Agents. - Shanghua Gao; Ada Fang; Yepeng Huang; Valentina Giunchiglia; Ayush Noori; Jonathan Richard Schwarz; Yasha Ektefaie; Jovana Kondic; Marinka Zitnik (CoRR, 2024)

Multi-objective generative AI for designing novel brain-targeting small molecules. - Ayush Noori; Iñaki Arango; William E. Byrd; Nada Amin (CoRR, 2024)

Multi Scale Graph Neural Network for Alzheimer's Disease. - Anya Chauhan; Ayush Noori; Zhaozhi Li; Yingnan He; Michelle M. Li; Marinka Zitnik; Sudeshna Das 001 (CoRR, 2024)

Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases. - Emily Alsentzer; Michelle M. Li; Shilpa N. Kobren; Ayush Noori; Isaac S. Kohane; Marinka Zitnik (npj Digit. Medicine, 2025)

Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium. - 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; et al. (CoRR, 2025)

TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools. - Shanghua Gao; Richard Zhu; Zhenglun Kong; Ayush Noori; Xiao-Rui Su 001; Curtis Ginder; Theodoros Tsiligkaridis; Marinka Zitnik (CoRR, 2025)