日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Unifying the odyssey: artificial intelligence for rare disease diagnosis and therapy

统一奥德赛:人工智能在罕见病诊断和治疗中的应用

Ho, Mai-Lan; Zitnik, Marinka; Azachi, Ronen; Basu, Sanjay; Rajpurkar, Pranav; Sidlow, Richard

Language models reveal evidence gaps in variants of uncertain significance

语言模型揭示了意义不明的变体中的证据缺口。

Li, Weijiang; Bhat, Vineel; Yu, Tian; Lebo, Matthew; Zitnik, Marinka; Cassa, Christopher

Medea: An omics AI agent for therapeutic discovery

Medea:用于治疗发现的组学人工智能代理

Sui, Pengwei; Li, Michelle M; Gao, Shanghua; Shen, Wanxiang; Giunchiglia, Valentina; Shen, Andrew; Huang, Yepeng; Kong, Zhenglun; Zitnik, Marinka

InfEHR: Clinical phenotype resolution through deep geometric learning on electronic health records

InfEHR:通过电子健康记录的深度几何学习进行临床表型解析

Kauffman, Justin; Holmes, Emma; Vaid, Akhil; Charney, Alexander W; Kovatch, Patricia; Lampert, Joshua; Sakhuja, Ankit; Zitnik, Marinka; Glicksberg, Benjamin S; Hofer, Ira; Nadkarni, Girish N

Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases

利用少样本学习进行表型驱动的罕见遗传病患者诊断

Alsentzer, Emily; Li, Michelle M; Kobren, Shilpa N; Noori, Ayush; Kohane, Isaac S; Zitnik, Marinka

Digital twins as global learning health and disease models for preventive and personalized medicine

数字孪生作为全球学习型健康和疾病模型,用于预防和个性化医疗

Li, Xinxiu; Loscalzo, Joseph; Mahmud, A K M Firoj; Aly, Dina Mansour; Rzhetsky, Andrey; Zitnik, Marinka; Benson, Mikael

TrialBench: Multi-Modal AI-Ready Datasets for Clinical Trial Prediction

TrialBench:用于临床试验预测的多模态人工智能就绪数据集

Chen, Jintai; Hu, Yaojun; Cai, Mingchen; Lu, Yingzhou; Wang, Yue; Cao, Xu; Lin, Miao; Xu, Hongxia; Wu, Jian; Cao, Xiao; Sun, Jimeng; Li, Yuqiang; Glass, Lucas; Huang, Kexin; Zitnik, Marinka; Fu, Tianfan

Evolutionary Reasoning Does Not Arise in Standard Usage of Protein Language Models

在蛋白质语言模型的标准使用中,进化推理并不会自然产生。

Ektefaie, Yasha; Shen, Andrew; Jain, Lavik; Farhat, Maha; Zitnik, Marinka

ClinVec: Unified Embeddings of Clinical Codes Enable Knowledge-Grounded AI in Medicine

ClinVec:临床代码的统一嵌入实现医学领域基于知识的人工智能

Johnson, Ruth; Gottlieb, Uri; Shaham, Galit; Eisen, Lihi; Waxman, Jacob; Devons-Sberro, Stav; Ginder, Curtis R; Hong, Peter; Sayeed, Raheel; Su, Xiaorui; Reis, Ben Y; Balicer, Ran D; Dagan, Noa; Zitnik, Marinka

From Text to Translation: Using Language Models to Prioritize Variants for Clinical Review

从文本到翻译:利用语言模型确定临床审查的变体优先级

Li, Weijiang; Li, Xiaomin; Lavallee, Ethan; Saparov, Alice; Zitnik, Marinka; Cassa, Christopher