Stephen Baek
University of Iowa
H-index: 19
North America-United States
Top articles of Stephen Baek
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Human-airway surface mesh smoothing based on graph convolutional neural networks | Computer methods and programs in biomedicine | Thao Thi Ho Minh Tam Tran Xinguang Cui Ching-Long Lin Stephen Baek | 2024/2/6 |
Projected Generative Diffusion Models for Constraint Satisfaction | arXiv preprint arXiv:2402.03559 | Jacob K Christopher Stephen Baek Ferdinando Fioretto | 2024/2/5 |
Methods and apparatus for machine learning to analyze musculo-skeletal rehabilitation from images | 2024/4/16 | ||
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling | arXiv preprint arXiv:2402.12503 | Phong CH Nguyen Xinlun Cheng Shahab Arfaza Pradeep Seshadri Yen T Nguyen | 2024/2/19 |
Role of NKCC1 and KCC2 during hypoxia-induced neuronal swelling in the neonatal neocortex | Neurobiology of disease | Yusuke Takezawa Rachel Langton Samuel M Baule Miriam Bridget Zimmerman Stephen Baek | 2023/3/1 |
PARC: Physics-aware recurrent convolutional neural networks to assimilate meso scale reactive mechanics of energetic materials | Science advances | Phong CH Nguyen Yen-Thi Nguyen Joseph B Choi Pradeep K Seshadri HS Udaykumar | 2023/4/28 |
Convolutional neural networks for large-scale dynamical modeling of itinerant magnets | Physical Review Research | Xinlun Cheng Sheng Zhang Phong CH Nguyen Shahab Azarfar Gia-Wei Chern | 2023/9/14 |
Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022) | Nature communications | Sarthak Pati Ujjwal Baid Brandon Edwards Micah Sheller Shih-Han Wang | 2022/12/5 |
Assessing Deep Learning Methodologies for Automatic Segmentation of the Velopharyngeal Mechanism | Jiebei Liu Donald E Brown Kazlin Mason Stephen Baek | 2023/4/28 | |
Analog-to-digital conversion circuit and receiver including same | 2023/9/12 | ||
Author Correction: Federated learning enables big data for rare cancer boundary detection | Nature communications | Sarthak Pati Ujjwal Baid Brandon Edwards Micah Sheller Shih-Han Wang | 2023/1/26 |
Challenges and opportunities for machine learning in multiscale computational modeling | Peter Washington Cezmi Onur Mutlu Aaron Kline Kelley Paskov Nate Tyler Stockham | 2022/1/26 | |
Predictive power of deep-learning segmentation based prognostication model in non-small cell lung cancer | Frontiers in oncology | Jordan C Gainey Yusen He Robert Zhu Stephen S Baek Xiaodong Wu | 2023/4/4 |
A Deep Learning Approach for Neuronal Cell Body Segmentation in Neurons Expressing GCaMP Using a Swin Transformer | Eneuro | Mohammad Shafkat Islam Pratyush Suryavanshi Samuel M Baule Joseph Glykys Stephen Baek | 2023/9/1 |
ProtoryNet-Interpretable Text Classification Via Prototype Trajectories | Journal of Machine Learning Research | Dat Hong Tong Wang Stephen Baek | 2023 |
Artificial intelligence approaches for energetic materials by design: state of the art, challenges, and future directions | Joseph B Choi Phong CH Nguyen Oishik Sen HS Udaykumar Stephen Baek | 2023/4 | |
System and method to predict, prevent, and mitigate workplace injuries | 2023/10/3 | ||
Application of machine learning to study the effect of damage on sensitivity of energetic materials at the meso-scale | Bulletin of the American Physical Society | Irene Fang Phong Nguyen Stephen Baek HS Udaykumar | 2023/6/23 |
A Physics‐Aware Deep Learning Model for Energy Localization in Multiscale Shock‐To‐Detonation Simulations of Heterogeneous Energetic Materials | Propellants, explosives, pyrotechnics | Phong C H Nguyen Yen‐Thi Nguyen Pradeep K Seshadri Joseph B Choi HS Udaykumar | 2023/4 |
Crossing Species: meta-learning the shock response of CHNO energetic materials in a predictive framework | Bulletin of the American Physical Society | Ranabir Saha | 2023/6/18 |
Co-Authors
