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

A machine learning approach for multimodal data fusion for survival prediction in cancer patients

一种用于癌症患者生存预测的多模态数据融合机器学习方法

Nikolaou, Nikolaos; Salazar, Domingo; RaviPrakash, Harish; Gonçalves, Miguel; Mulla, Rob; Burlutskiy, Nikolay; Markuzon, Natasha; Jacob, Etai

Combining single-cell ATAC and RNA sequencing for supervised cell annotation

结合单细胞ATAC和RNA测序进行监督式细胞注释

Gill, Jaidip; Dasgupta, Abhijit; Manry, Brychan; Markuzon, Natasha

Integrating knowledge graphs into machine learning models for survival prediction and biomarker discovery in patients with non-small-cell lung cancer

将知识图谱整合到机器学习模型中,用于非小细胞肺癌患者的生存预测和生物标志物发现

Fang, Chao; Arango Argoty, Gustavo Alonso; Kagiampakis, Ioannis; Khalid, Mohammad Hassan; Jacob, Etai; Bulusu, Krishna C; Markuzon, Natasha

Insights Into the Patient Experience of Hormone Therapy for Early Breast Cancer Treatment Using Patient Forum Discussions and Natural Language Processing

利用患者论坛讨论和自然语言处理技术深入了解早期乳腺癌激素治疗的患者体验

Sreenivasan, Sameet; Fang, Chao; Flood, Emuella M; Markuzon, Natasha; Sze, Jasmine Y Y

Dynamics of the most common pathogenic mtDNA variant m.3243A > G demonstrate frequency-dependency in blood and positive selection in the germline

最常见的致病性线粒体DNA变异m.3243A>G的动态变化在血液中表现出频率依赖性,而在生殖细胞中则表现出正向选择。

Franco, Melissa; Pickett, Sarah J; Fleischmann, Zoe; Khrapko, Mark; Cote-L'Heureux, Auden; Aidlen, Dylan; Stein, David; Markuzon, Natasha; Popadin, Konstantin; Braverman, Maxim; Woods, Dori C; Tilly, Jonathan L; Turnbull, Doug M; Khrapko, Konstantin

Mitochondrial Pseudogenes Suggest Repeated Inter-Species Hybridization among Direct Human Ancestors

线粒体假基因提示人类直系祖先之间存在反复的物种间杂交

Popadin, Konstantin; Gunbin, Konstantin; Peshkin, Leonid; Annis, Sofia; Fleischmann, Zoe; Franco, Melissa; Kraytsberg, Yevgenya; Markuzon, Natalya; Ackermann, Rebecca R; Khrapko, Konstantin

Application of Bayesian networks to generate synthetic health data

应用贝叶斯网络生成合成健康数据

Kaur, Dhamanpreet; Sobiesk, Matthew; Patil, Shubham; Liu, Jin; Bhagat, Puran; Gupta, Amar; Markuzon, Natasha

Progression of aortic stenosis and echocardiographic criteria for its severity

主动脉瓣狭窄的进展及其严重程度的超声心动图标准

Kebed, Kalie; Sun, Deyu; Addetia, Karima; Mor-Avi, Victor; Markuzon, Natasha; Lang, Roberto M

Weekly dengue forecasts in Iquitos, Peru; San Juan, Puerto Rico; and Singapore

秘鲁伊基托斯每周登革热预报;波多黎各圣胡安;和新加坡

Benedum, Corey M; Shea, Kimberly M; Jenkins, Helen E; Kim, Louis Y; Markuzon, Natasha

The Univariate Flagging Algorithm (UFA): An interpretable approach for predictive modeling

单变量标记算法(UFA):一种可解释的预测建模方法

Sheth, Mallory; Gerovitch, Albert; Welsch, Roy; Markuzon, Natasha