Ji Won

Jul 15, 2024 | arxiv.org | Ji Won |Andrew Martin |Aya Abdelsalam |Arian Rokkum

[Submitted on 15 Jul 2024] Title:Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design Authors:Nataša Tagasovska, Ji Won Park, Matthieu Kirchmeyer, Nathan C.

Oct 2, 2023 | arxiv.org | Ji Won

[Submitted on 2 Oct 2023 ( v1 ), last revised 27 Mar 2024 (this version, v2)] Title:Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction View a PDF of the paper titled Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction, by Omid Bazgir and 4 other authors View PDF HTML (experimental) Abstract:In anti-cancer drug development, a major scientific challenge is disentangling the complex relationships between high-dimensional genomics data...

Jul 5, 2023 | jscholarship.library.jhu.edu | Ji Won

AbstractBackground: Older adults with multiple chronic illnesses and polypharmacy, the administration of five or more medications, are particularly vulnerable to adverse drug reactions (ADRs), which often increase the risk of unplanned healthcare utilization such as Emergency Department (ED) visits and hospital readmissions. Deprescribing is the process wherein a healthcare provider withdraws/reduces medication doses to improve outcomes and address polypharmacy.

Jun 1, 2023 | arxiv.org | Ji Won

arXiv:2306.00344 (cs) [Submitted on 1 Jun 2023 (v1), last revised 7 Jun 2024 (this version, v2)] View PDF HTML (experimental) Comments: Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML) Cite as: arXiv:2306.00344 [cs.LG] (or arXiv:2306.00344v2 [cs.LG] for this version) https://doi.org/10.48550/arXiv.2306.00344 Submission history From: Ji Won Park [ view email] [v1] Thu, 1 Jun 2023 04:50:06 UTC (4,580 KB) [v2] Fri, 7 Jun 2024 13:53:49 UTC (3,352 KB) Bibliographic Tools...

May 1, 2023 | paperity.org | Ji Won

Scientific Reports, Apr 2023 This is a preview of a remote PDF: https://www.nature.com/articles/s41598-023-32798-9.pdf Jung, Hyeji, Lee, Dongsu, You, Heejung, Lee, Myungha, Kim, Hyeonho, Cheong, Eunji, Um, Ji Won. , Scientific Reports, DOI: 10.1038/s41598-023-32798-9