Cassie S. Mitchell - Publications, H-index & Citations

Cassie S. Mitchell

Georgia Institute of Technology and Emory University

22H指数

94论文数

1.4K被引数

收录论文 16

发表时间

Source Robust Non-Parametric Reconstruction of Epidemic-like Event-Based Network Diffusion Processes Under Online Data 基于在线数据下类流行病事件驱动网络扩散过程的鲁棒非参数重建

Big Data and Cognitive Computing

IF4.4

2026-03-03

OAAI

Jiajia Xie; Chen Lin; Xinyu Guo; Cassie S. Mitchell

An Artificial Intelligence-Driven Multimorbidity Framework Reveals a Shared Metabolic and Immune Core Across Alzheimer’s Disease, Amyotrophic Lateral Sclerosis, and Frontotemporal Dementia 人工智能驱动的多病共患框架揭示了阿尔茨海默病、肌萎缩侧索硬化症和额颞叶痴呆之间共享的代谢与免疫核心

Biomedicines

IF3.9

2026-02-27

OAAI

Meghna R. Iyer; Benjamin Zhao; Xin He; David Camacho; Zihan Wei; Jennifer Deng; Cassie S. Mitchell

Integrating curation into scientific publishing to train AI models 将策展整合到科学出版中，以训练AI模型

Bioinformatics

IF5.4

2025-12-27

OAAI

Jorge Abreu-Vicente; Hannah Sonntag; Thomas Eidens; Cassie S Mitchell; Thomas Lemberger

Education, Sex, and Age Shape Rey Complex Figure Performance in Cognitively Normal Adults: An Interpretable Machine Learning Study 教育、性别和年龄塑造了认知正常成人中的雷伊复杂图形测试表现：一项可解释的机器学习研究

Journal of Clinical Medicine 2025, Vol. 14, Page 7562

IF0

2025-10-25

OAAI

Albert J. B. Lee; Benjamin Zhao; James J. Lah; Samantha E. John; David W. Loring; Cassie S. Mitchell

ReduXis: A Comprehensive Framework for Robust Event-Based Modeling and Profiling of High-Dimensional Biomedical Data ReduXis：一个用于鲁棒性事件驱动建模和高维生物医学数据特征分析的综合性框架

International Journal of Molecular Sciences 2025, Vol. 26, Page 8973

IF4.9

2025-09-21

OAAI

Neel D. Sarkar; Raghav Tandon; James J. Lah; Cassie S. Mitchell

Stratifying risk of Alzheimer's disease in healthy middle-aged individuals with machine learning 利用机器学习对健康中年人群进行阿尔茨海默氏症风险分层

BRAIN COMMUNICATIONS

IF4.5

2025-03-25

OAAI

Tandon, Raghav; Zhao, Liping; Watson, Caroline M.; Sarkar, Neel; Elmor, Morgan; Heilman, Craig; Sanders, Katherine; Hales, Chadwick M.; Yang, Huiying; Loring, David W.; Goldstein, Felicia C.; Hanfelt, John J.; Duong, Duc M.; Johnson, Erik C. B.; Wingo, Aliza P.; Wingo, Thomas S.; Roberts, Blaine R.; Seyfried, Nicholas T.; Levey, Allan, I; Lah, James J.; Mitchell, Cassie S.

An Interpretable Machine Learning Framework for Rare Disease: A Case Study to Stratify Infection Risk in Pediatric Leukemia

JOURNAL OF CLINICAL MEDICINE

IF2.9

2024-03-20

OAAI

Al-Hussaini, Irfan; White, Brandon; Varmeziar, Armon; Mehra, Nidhi; Sanchez, Milagro; Lee, Judy; Degroote, Nicholas P.; Miller, Tamara P.; Mitchell, Cassie S.

SeizFt: Interpretable Machine Learning for Seizure Detection Using Wearables SeizFt: 使用可穿戴设备进行癫痫发作检测的可解释机器学习

BIOENGINEERING-BASEL

IF3.7

2023-08-02

OAAI

Al-Hussaini, Irfan; Mitchell, Cassie S.

Machine Learning Selection of Most Predictive Brain Proteins Suggests Role of Sugar Metabolism in Alzheimer's Disease

JOURNAL OF ALZHEIMERS DISEASE

IF3.1

2023-03-21

OAAI

Tandon, Raghav; Levey, Allan, I; Lah, James J.; Seyfried, Nicholas T.; Mitchell, Cassie S.

CompositeView: A Network-Based Visualization Tool

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2022-06-14

OAAI

Allegri, Stephen A.; McCoy, Kevin; Mitchell, Cassie S.

Rule-Enhanced Active Learning for Semi-Automated Weak Supervision

IF5

2022-03-16

OAAI

Kartchner, David; An, Davi Nakajima; Ren, Wendi; Zhang, Chao; Mitchell, Cassie S.

Optimizations for Computing Relatedness in Biomedical Heterogeneous Information Networks: SemNet 2.0

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2022-03-01

OAAI

Kirkpatrick, Anna; Onyeze, Chidozie; Kartchner, David; Allegri, Stephen; An, Davi Nakajima; McCoy, Kevin; Davalbhakta, Evie; Mitchell, Cassie S.

Biomedical Text Link Prediction for Drug Discovery: A Case Study with COVID-19

PHARMACEUTICS

IF5.5

2021-05-26

OAAI

McCoy, Kevin; Gudapati, Sateesh; He, Lawrence; Horlander, Elaina; Kartchner, David; Kulkarni, Soham; Mehra, Nidhi; Prakash, Jayant; Thenot, Helena; Vanga, Sri Vivek; Wagner, Abigail; White, Brandon; Mitchell, Cassie S.

Cognitive Decline in Preclinical Alzheimer's Disease: Amyloid-Beta versus Tauopathy

JOURNAL OF ALZHEIMERS DISEASE

IF3.1

2017-11-28

114

OAAI

Huber, Colin M.; Yee, Connor; May, Taylor; Dhanala, Apoorva; Mitchell, Cassie S.

Seeking homeostasis: temporal trends in respiration, oxidation, and calcium in SOD1 G93A Amyotrophic Lateral Sclerosis mice

FRONTIERS IN CELLULAR NEUROSCIENCE

IF4

2015-07-01

OAAI