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C

Cynthia Rudin

Duke University

53H指数
400论文数
2.2W被引数
收录论文 35
发表时间
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A Computational Framework to design 3D stiffness gradient acoustic metamaterials for impedance matching一种用于阻抗匹配的3D刚度梯度声学超材料的计算设计框架
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-11-21
err0
PREAI
errRayehe Karimi Mahabadi; Doksoo Lee; Alexander C. Ogren; Chiara Daraio; Wei Chen; Cynthia Rudin; L. Catherine Brinson
err分享
err收藏
From biomatter to bioplastics: A perspective on modeling, structure, and data-driven design从生物物质到生物塑料：关于建模、结构和数据驱动设计的观点
errMRS Bulletin
IF4.9
err2025-11-11
err0
PREAI
errEleftheria Roumeli; Sourena Azidhak; Ana F. Costa; Anlan Chen; Io Saito; Yiyang Sun; L. Cate Brinson; Cynthia Rudin; Linda S. Schadler; Kayla Sprenger
err分享
err收藏
A multiscale design method using interpretable machine learning for phononic materials with closely interacting scales一种用于尺度紧密耦合的声子材料的多尺度设计方法，该方法采用可解释的机器学习技术
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-05-01
err1
PREAI
errBastawrous, Mary, V; Chen, Zhi; Ogren, Alexander C.; Daraio, Chiara; Rudin, Cynthia; Brinson, L. Catherine
err分享
err收藏
Artificial intelligence for risk analysis and the risks of artificial intelligence: Part 1
errRISK ANALYSIS
IF3.3
err2025-03-01
err0
PREAI
errBier, Vicki; Borgonovo, Emanuele; Cox, Tony; Rudin, Cynthia
err分享
err收藏
Fast and interpretable mortality risk scores for critical care patients快速且可解释的危重症患者死亡风险评分
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-01-28
err0
PREAI
errZhu, Chloe Qinyu; Tian, Muhang; Semenova, Lesia; Liu, Jiachang; Xu, Jack; Scarpa, Joseph; Rudin, Cynthia
err分享
err收藏
Uncertainty quantification of acoustic metamaterial bandgaps with stochastic material properties and geometric defects具有随机材料特性和几何缺陷的声学超材料带隙的不确定性量化
errCOMPUTERS & STRUCTURES
IF4.8
err2024-12-01
err0
PREAI
errZhang, Han; Mahabadi, Rayehe Karimi; Rudin, Cynthia; Guilleminot, Johann; Brinson, L. Catherine
err分享
err收藏
Sparse learned kernels for interpretable and efficient medical time series processing
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-09-18
err0
PREAI
errChen, Sully F.; Guo, Zhicheng; Ding, Cheng; Hu, Xiao; Rudin, Cynthia
err分享
err收藏
How many patients do you need? Investigating trial designs for anti-seizure treatment in acute brain injury patients
errANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY
IF3.9
err2024-06-12
err2
errOAAI
errParikh, Harsh; Sun, Haoqi; Amerineni, Rajesh; Rosenthal, Eric S.; Volfovsky, Alexander; Rudin, Cynthia; Westover, M. Brandon; Zafar, Sahar F.
err分享
err收藏
Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-05-01
err2
errOAAI
errDing, Cheng; Guo, Zhicheng; Rudin, Cynthia; Xiao, Ran; Shah, Amit; Do, Duc H.; Lee, Randall J.; Clifford, Gari; Nahab, Fadi B.; Hu, Xiao
err分享
err收藏
AsymMirai: Interpretable Mammography-based Deep Learning Model for 1-5-year Breast Cancer Risk Prediction
errRADIOLOGY
IF15.2
err2024-03-01
err5
PREAI
errDonnelly, Jon; Moffett, Luke; Barnett, Alina Jade; Trivedi, Hari; Schwartz, Fides; Lo, Joseph; Rudin, Cynthia
err分享
err收藏
Interpretable algorithmic forensics
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2023-10-02
err9
errOAAI
errGarrett, Brandon L.; Rudin, Cynthia
err分享
err收藏
Impact of Cannabis Use on Immune Cell Populations and the Viral Reservoir in People With HIV on Suppressive Antiretroviral Therapy
errJOURNAL OF INFECTIOUS DISEASES
IF4.5
err2023-08-22
err5
errOAAI
errFalcinelli, Shane D.; Cooper-Volkheimer, Alicia D.; Semenova, Lesia; Wu, Ethan; Richardson, Alexander; Ashokkumar, Manickam; Margolis, David M.; Archin, Nancie M.; Rudin, Cynthia D.; Murdoch, David; Browne, Edward P.
err分享
err收藏
Applied machine learning as a driver for polymeric biomaterials design应用机器学习作为聚合物生物材料设计的驱动力
errNATURE COMMUNICATIONS
IF15.7
err2023-08-10
err38
errOAAI
errMcDonald, Samantha M.; Augustine, Emily K.; Lanners, Quinn; Rudin, Cynthia; Catherine Brinson, L.; Becker, Matthew L.
err分享
err收藏
Effects of epileptiform activity on discharge outcome in critically ill patients in the USA: a retrospective cross-sectional study
errLANCET DIGITAL HEALTH
IF24.1
err2023-08-01
err7
errOAAI
errParikh, Harsh; Hoffman, Kentaro; Sun, Haoqi; Zafar, Sahar F.; Ge, Wendong; Jing, Jin; Liu, Lin; Sun, Jimeng; Struck, Aaron; Volfovsky, Alexander; Rudin, Cynthia; Westover, M. Brandon
err分享
err收藏
Prediction of tensile performance for 3D printed photopolymer gyroid lattices using structural porosity, base material properties, and machine learning使用结构孔隙率，基础材料特性和机器学习预测3D打印光聚合物gyroid晶格的拉伸性能
errMATERIALS & DESIGN
IF7.9
err2023-08-01
err8
errOAAI
errPeloquin, Jacob; Kirillova, Alina; Rudin, Cynthia; Brinson, L. C.; Gall, Ken
err分享
err收藏
How to see hidden patterns in metamaterials with interpretable machine learning
errEXTREME MECHANICS LETTERS
IF4.5
err2022-11-01
err17
errOAAI
errChen, Zhi; Ogren, Alexander; Daraio, Chiara; Brinson, Catherine; Rudin, Cynthia
err分享
err收藏
Towards a comprehensive evaluation of dimension reduction methods for transcriptomic data visualization
errCOMMUNICATIONS BIOLOGY
IF5.1
err2022-07-19
err38
errOAAI
errHuang, Haiyang; Wang, Yingfan; Rudin, Cynthia; Browne, Edward P.
err分享
err收藏
Interpretable machine learning: Fundamental principles and 10 grand challenges可解释的机器学习: 基本原则和十大挑战
errSTATISTICS SURVEYS
IF15.4
err2022-01-01
err290
errOAAI
errRudin, Cynthia; Chen, Chaofan; Chen, Zhi; Huang, Haiyang; Semenova, Lesia; Zhong, Chudi
err分享
err收藏
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations
errDECISION SUPPORT SYSTEMS
IF6.8
err2022-01-01
err23
errOAAI
errChen, Chaofan; Lin, Kangcheng; Rudin, Cynthia; Shaposhnik, Yaron; Wang, Sijia; Wang, Tong
err分享
err收藏
A case-based interpretable deep learning model for classification of mass lesions in digital mammography
errNATURE MACHINE INTELLIGENCE
IF23.9
err2021-12-15
err63
PREAI
errBarnett, Alina Jade; Schwartz, Fides Regina; Tao, Chaofan; Chen, Chaofan; Ren, Yinhao; Lo, Joseph Y.; Rudin, Cynthia
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
A
Alexander Rich
H 指数: 119 · 论文数: 602
L
Luciano Floridi
H 指数: 111 · 论文数: 962
D
David M. Margolis
H 指数: 87 · 论文数: 596
R
Rhoda Au
H 指数: 86 · 论文数: 592
J
Jimeng Sun
H 指数: 84 · 论文数: 553
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