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

Empirical Evaluation of Single-Cell Foundation Models for Predicting Cancer Outcomes

单细胞基础模型在预测癌症预后方面的实证评估

Elmarakeby, Haitham; Roman, Ahmed; Johri, Shreya; Van Allen, Eliezer M

Learning Patient Similarity from Genomics for Precision Oncology

利用基因组学学习患者相似性以实现精准肿瘤学

Shady, Maha; Reardon, Brendan; Jiang, Sharon; Pimenta, Erica; O'Meara, Tess; Park, Jihye; Kehl, Kenneth L; Elmarakeby, Haitham A; Sunyaev, Shamil R; Van Allen, Eliezer M

Simulation and empirical evaluation of biologically-informed neural network performance

生物信息神经网络性能的模拟和实证评估

Miller, Gwen A; Roman, Ahmed; Glettig, Marc; Elmarakeby, Haitham A; AlDubayan, Saud H; Park, Jihye; Collins, Ryan L; Van Allen, Eliezer M

Genomic heterogeneity and ploidy identify patients with intrinsic resistance to PD-1 blockade in metastatic melanoma

基因组异质性和倍性可识别转移性黑色素瘤中对PD-1阻断疗法具有内在耐药性的患者

Tarantino, Giuseppe; Ricker, Cora A; Wang, Annette; Ge, William; Aprati, Tyler J; Huang, Amy Y; Madha, Shariq; Chen, Jiajia; Shi, Yingxiao; Glettig, Marc; Feng, Catherine H; Frederick, Dennie T; Freeman, Samuel; Holovatska, Marta M; Manos, Michael P; Zimmer, Lisa; Rösch, Alexander; Zaremba, Anne; Livingstone, Elisabeth; Jameson, Jacob C; Saghafian, Soroush; Lee, Andrew; Zhao, Karena; Morris, Luc G T; Reardon, Brendan; Park, Jihye; Elmarakeby, Haitham A; Schilling, Bastian; Giobbie-Hurder, Anita; Vokes, Natalie I; Buchbinder, Elizabeth I; Flaherty, Keith T; Haq, Rizwan; Wu, Catherine J; Boland, Genevieve M; Hodi, F Stephen; Van Allen, Eliezer M; Schadendorf, Dirk; Liu, David

Empirical evaluation of language modeling to ascertain cancer outcomes from clinical text reports

利用语言模型对临床文本报告中的癌症预后进行实证评估

Elmarakeby, Haitham A; Trukhanov, Pavel S; Arroyo, Vidal M; Riaz, Irbaz Bin; Schrag, Deborah; Van Allen, Eliezer M; Kehl, Kenneth L

Biologically informed deep neural network for prostate cancer discovery

用于发现前列腺癌的生物学深度神经网络

Haitham A Elmarakeby, Justin Hwang, Rand Arafeh, Jett Crowdis, Sydney Gang, David Liu, Saud H AlDubayan, Keyan Salari, Steven Kregel, Camden Richter, Taylor E Arnoff, Jihye Park, William C Hahn, Eliezer M Van Allen

Integrating molecular profiles into clinical frameworks through the Molecular Oncology Almanac to prospectively guide precision oncology

通过《分子肿瘤学年鉴》将分子谱整合到临床框架中,以期前瞻性地指导精准肿瘤学研究。

Reardon, Brendan; Moore, Nathanael D; Moore, Nicholas S; Kofman, Eric; AlDubayan, Saud H; Cheung, Alexander T M; Conway, Jake; Elmarakeby, Haitham; Imamovic, Alma; Kamran, Sophia C; Keenan, Tanya; Keliher, Daniel; Konieczkowski, David J; Liu, David; Mouw, Kent W; Park, Jihye; Vokes, Natalie I; Dietlein, Felix; Van Allen, Eliezer M

Artificial intelligence-aided clinical annotation of a large multi-cancer genomic dataset

利用人工智能辅助对大型多癌种基因组数据集进行临床注释

Kehl, Kenneth L; Xu, Wenxin; Gusev, Alexander; Bakouny, Ziad; Choueiri, Toni K; Riaz, Irbaz Bin; Elmarakeby, Haitham; Van Allen, Eliezer M; Schrag, Deborah

Systematic auditing is essential to debiasing machine learning in biology

系统性审计对于消除生物学中机器学习的偏差至关重要。

Eid, Fatma-Elzahraa; Elmarakeby, Haitham A; Chan, Yujia Alina; Fornelos, Nadine; ElHefnawi, Mahmoud; Van Allen, Eliezer M; Heath, Lenwood S; Lage, Kasper

Clinical Inflection Point Detection on the Basis of EHR Data to Identify Clinical Trial-Ready Patients With Cancer

基于电子病历数据的临床拐点检测,以识别适合参加临床试验的癌症患者

Kehl, Kenneth L; Groha, Stefan; Lepisto, Eva M; Elmarakeby, Haitham; Lindsay, James; Gusev, Alexander; Van Allen, Eliezer M; Hassett, Michael J; Schrag, Deborah