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Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation.
Honarvar H, Agarwal C, Somani S, Vaid A, Lampert J, Wanyan T, Reddy VY, Nadkarni GN, Miotto R, Zitnik M, Wang F, Glicksberg BS. Honarvar H, et al. Among authors: zitnik m. Cardiovasc Digit Health J. 2022 Aug 11;3(5):220-231. doi: 10.1016/j.cvdhj.2022.07.074. eCollection 2022 Oct. Cardiovasc Digit Health J. 2022. PMID: 36310683 Free PMC article.
Multimodal learning on graphs for disease relation extraction.
Lin Y, Lu K, Yu S, Cai T, Zitnik M. Lin Y, et al. Among authors: zitnik m. J Biomed Inform. 2023 Jul;143:104415. doi: 10.1016/j.jbi.2023.104415. Epub 2023 Jun 3. J Biomed Inform. 2023. PMID: 37276949 Free article.
Multimodal learning with graphs.
Ektefaie Y, Dasoulas G, Noori A, Farhat M, Zitnik M. Ektefaie Y, et al. Among authors: zitnik m. Nat Mach Intell. 2023 Apr;5(4):340-350. doi: 10.1038/s42256-023-00624-6. Epub 2023 Apr 3. Nat Mach Intell. 2023. PMID: 38076673 Free PMC article.
Graph Artificial Intelligence in Medicine.
Johnson R, Li MM, Noori A, Queen O, Zitnik M. Johnson R, et al. Among authors: zitnik m. Annu Rev Biomed Data Sci. 2024 Aug;7(1):345-368. doi: 10.1146/annurev-biodatasci-110723-024625. Epub 2024 Jul 24. Annu Rev Biomed Data Sci. 2024. PMID: 38749465 Free PMC article. Review.
Empowering biomedical discovery with AI agents.
Gao S, Fang A, Huang Y, Giunchiglia V, Noori A, Schwarz JR, Ektefaie Y, Kondic J, Zitnik M. Gao S, et al. Among authors: zitnik m. Cell. 2024 Oct 31;187(22):6125-6151. doi: 10.1016/j.cell.2024.09.022. Cell. 2024. PMID: 39486399 Free article. Review.
How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities.
Bunne C, Roohani Y, Rosen Y, Gupta A, Zhang X, Roed M, Alexandrov T, AlQuraishi M, Brennan P, Burkhardt DB, Califano A, Cool J, Dernburg AF, Ewing K, Fox EB, Haury M, Herr AE, Horvitz E, Hsu PD, Jain V, Johnson GR, Kalil T, Kelley DR, Kelley SO, Kreshuk A, Mitchison T, Otte S, Shendure J, Sofroniew NJ, Theis F, Theodoris CV, Upadhyayula S, Valer M, Wang B, Xing E, Yeung-Levy S, Zitnik M, Karaletsos T, Regev A, Lundberg E, Leskovec J, Quake SR. Bunne C, et al. Among authors: zitnik m. ArXiv [Preprint]. 2024 Oct 14:arXiv:2409.11654v2. ArXiv. 2024. PMID: 39398201 Free PMC article. Preprint.
A foundation model for clinician-centered drug repurposing.
Huang K, Chandak P, Wang Q, Havaldar S, Vaid A, Leskovec J, Nadkarni GN, Glicksberg BS, Gehlenborg N, Zitnik M. Huang K, et al. Among authors: zitnik m. Nat Med. 2024 Sep 25. doi: 10.1038/s41591-024-03233-x. Online ahead of print. Nat Med. 2024. PMID: 39322717
114 results