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

Prototype Learning to Create Refined Interpretable Digital Phenotypes from ECGs

利用原型学习从心电图中创建精细可解释的数字表型

Sethi, Sahil; Chen, David; Burkhart, Michael C; Bhandari, Nipun; Ramadan, Bashar; Beaulieu-Jones, Brett

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models

量化临床护理中的意外事件:利用基础模型检测电子健康记录中具有高度信息量的事件

Burkhart, Michael C; Ramadan, Bashar; Solo, Luke; Parker, William F; Beaulieu-Jones, Brett K

Synthetic data distillation enables the extraction of clinical information at scale

合成数据提炼能够大规模提取临床信息。

Woo, Elizabeth Geena; Burkhart, Michael C; Alsentzer, Emily; Beaulieu-Jones, Brett K

Diagnostic Codes in AI Prediction Models and Label Leakage of Same-Admission Clinical Outcomes

人工智能预测模型中的诊断代码和同次入院临床结果的标签泄露

Ramadan, Bashar; Liu, Ming-Chieh; Burkhart, Michael C; Parker, William F; Beaulieu-Jones, Brett K

Robust and interpretable AI-guided marker for early dementia prediction in real-world clinical settings

稳健且易于解释的AI引导标志物,可用于真实临床环境中早期痴呆症的预测

Lee, Liz Yuanxi; Vaghari, Delshad; Burkhart, Michael C; Tino, Peter; Montagnese, Marcella; Li, Zhuoyu; Zühlsdorff, Katharina; Giorgio, Joseph; Williams, Guy; Chong, Eddie; Chen, Christopher; Underwood, Benjamin R; Rittman, Timothy; Kourtzi, Zoe

Unsupervised multimodal modeling of cognitive and brain health trajectories for early dementia prediction

用于早期痴呆预测的认知和脑健康轨迹的无监督多模态建模

Burkhart, Michael C; Lee, Liz Y; Vaghari, Delshad; Toh, An Qi; Chong, Eddie; Chen, Christopher; Tiňo, Peter; Kourtzi, Zoe

The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models

用于非线性非高斯观测模型的贝叶斯滤波判别卡尔曼滤波器

Burkhart, Michael C; Brandman, David M; Franco, Brian; Hochberg, Leigh R; Harrison, Matthew T

Rapid calibration of an intracortical brain-computer interface for people with tetraplegia.

快速校准用于四肢瘫痪患者的皮层内脑机接口

Brandman David M, Hosman Tommy, Saab Jad, Burkhart Michael C, Shanahan Benjamin E, Ciancibello John G, Sarma Anish A, Milstein Daniel J, Vargas-Irwin Carlos E, Franco Brian, Kelemen Jessica, Blabe Christine, Murphy Brian A, Young Daniel R, Willett Francis R, Pandarinath Chethan, Stavisky Sergey D, Kirsch Robert F, Walter Benjamin L, Bolu Ajiboye A, Cash Sydney S, Eskandar Emad N, Miller Jonathan P, Sweet Jennifer A, Shenoy Krishna V, Henderson Jaimie M, Jarosiewicz Beata, Harrison Matthew T, Simeral John D, Hochberg Leigh R

Robust Closed-Loop Control of a Cursor in a Person with Tetraplegia using Gaussian Process Regression

利用高斯过程回归实现四肢瘫痪患者光标的鲁棒闭环控制

Brandman, David M; Burkhart, Michael C; Kelemen, Jessica; Franco, Brian; Harrison, Matthew T; Hochberg, Leigh R