Heming Yao

According to our database, Heming Yao authored at least 18 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images.

Heming Yao, Phil Hanslovsky, Jan-Christian Huetter, Burkhard Hoeckendorf, David Richmond

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening.

Mahtab Bigverdi, Burkhard Höckendorf, Heming Yao, Phil Hanslovsky, Romain Lopez, David Richmond

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies.

Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

IEEE J. Biomed. Health Informatics, 2023

Unsupervised Segmentation of Colonoscopy Images.

Heming Yao, Jérôme Lüscher, Benjamín Gutiérrez-Becker, Josep Arús-Pous, Tommaso Biancalani, Amelie Bigorgne, David Richmond

CoRR, 2023

Weakly Supervised Lesion Localization of Nascent Geographic Atrophy in Age-Related Macular Degeneration.

Heming Yao, Adam Pely, Zhichao Wu, Simon S. Gao, Robyn H. Guymer, Hao Chen, Mohsen Hejrati, Miao Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2021

Motion-based camera localization system in colonoscopy videos.

Heming Yao, Ryan W. Stidham, Zijun Gao, Jonathan Gryak, Kayvan Najarian

Medical Image Anal., 2021

A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure.

Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian

CoRR, 2021

Research on Rail Pressure Control of High-Pressure Common Rail System for Marine Diesel Engine Based on Controlled Object Model.

Qinpeng Wang, Heming Yao, Yuhai He, Yonghua Yu, Jianguo Yang

IEEE Access, 2021

2020

Motion-based Camera Localization System in Colonoscopy Videos.

Heming Yao, Ryan W. Stidham, Jonathan Gryak, Kayvan Najarian

CoRR, 2020

Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury.

Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian

Artif. Intell. Medicine, 2020

2019

Brain Hematoma Segmentation Using Active Learning and an Active Contour Model.

Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction.

Heming Yao, Ryan W. Stidham, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure.

Heming Yao, Keith D. Aaronson, Lu Lu, Jonathan Gryak, Kayvan Najarian, Jessica R. Golbus

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection.

Heming Yao, Wei Zhang, Rajesh K. Malhan, Jonathan Gryak, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Hematoma Segmentation Using Dilated Convolutional Neural Network.

Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2016

SMART precision cancer medicine: a FHIR-based app to provide genomic information at the point of care.

Jeremy L. Warner, Matthew J. Rioth, Kenneth D. Mandl, Joshua C. Mandel, David A. Kreda, Isaac S. Kohane, Daniel Carbone, Ross Oreto, Lucy Wang, Shilin Zhu, Heming Yao, Gil Alterovitz

J. Am. Medical Informatics Assoc., 2016

CSCdb: a cancer stem cells portal for markers, related genes and functional information.

Yi Shen, Heming Yao, Ao Li, Minghui Wang

Database J. Biol. Databases Curation, 2016

2013

A nanometer-resolution displacement measurement system based on laser feedback interferometry.

Huilan Liu, Heming Yao, Lishuang Feng

Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013