Heming Yao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Weakly Supervised

Video Sequences Captured

Top Venues

Artif. Intell. Medicine

Medical Image Anal.

Publications

Mahtab Bigverdi, Burkhard Hockendorf, Heming Yao, Phil Hanslovsky, Romain Lopez, David Richmond
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening. CoRR (2024)
Heming Yao, Phil Hanslovsky, Jan-Christian Huetter, Burkhard Hoeckendorf, David Richmond
Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images. CoRR (2024)
Heming Yao, Jérôme Lüscher, Benjamín Gutiérrez-Becker, Josep Arús-Pous, Tommaso Biancalani, Amelie Bigorgne, David Richmond
Unsupervised Segmentation of Colonoscopy Images. CoRR (2023)
Heming Yao, Adam Pely, Zhichao Wu, Simon S. Gao, Robyn H. Guymer, Hao Chen, Mohsen Hejrati, Miao Zhang
Weakly Supervised Lesion Localization of Nascent Geographic Atrophy in Age-Related Macular Degeneration. MICCAI (1) (2023)
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Qinpeng Wang, Heming Yao, Yuhai He, Yonghua Yu, Jianguo Yang
Research on Rail Pressure Control of High-Pressure Common Rail System for Marine Diesel Engine Based on Controlled Object Model. IEEE Access 9 (2021)
Heming Yao, Ryan W. Stidham, Zijun Gao, Jonathan Gryak, Kayvan Najarian
Motion-based camera localization system in colonoscopy videos. Medical Image Anal. 73 (2021)
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. CoRR (2021)
Heming Yao, Ryan W. Stidham, Jonathan Gryak, Kayvan Najarian
Motion-based Camera Localization System in Colonoscopy Videos. CoRR (2020)
Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury. Artif. Intell. Medicine 107 (2020)
Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. IWBBIO (2) (2019)
Heming Yao, Ryan W. Stidham, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. EMBC (2019)
Heming Yao, Keith D. Aaronson, Lu Lu, Jonathan Gryak, Kayvan Najarian, Jessica R. Golbus
Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. BIBM (2019)
Heming Yao, Wei Zhang, Rajesh K. Malhan, Jonathan Gryak, Kayvan Najarian
Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. EMBC (2018)
Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian
Hematoma Segmentation Using Dilated Convolutional Neural Network. EMBC (2018)
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
SMART precision cancer medicine: a FHIR-based app to provide genomic information at the point of care. J. Am. Medical Informatics Assoc. 23 (4) (2016)
Yi Shen, Heming Yao, Ao Li, Minghui Wang
CSCdb: a cancer stem cells portal for markers, related genes and functional information. Database J. Biol. Databases Curation 2016 (2016)
Huilan Liu, Heming Yao, Lishuang Feng
A nanometer-resolution displacement measurement system based on laser feedback interferometry. NEMS (2013)