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ORCIDHeming Yao
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2020 – today
- 2024
[c9]Heming Yao, Phil Hanslovsky, Jan-Christian Huetter, Burkhard Hoeckendorf, David Richmond:
Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images. CVPR Workshops 2024: 6978-6987- [c8]Mahtab Bigverdi, Burkhard Höckendorf, Heming Yao, Phil Hanslovsky, Romain Lopez, David Richmond:
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening. CVPR Workshops 2024: 7921-7931 - [i5]Heming Yao, Phil Hanslovsky, Jan-Christian Huetter, Burkhard Hoeckendorf, David Richmond:
Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images. CoRR abs/2406.05308 (2024) - [i4]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 abs/2406.07763 (2024) - 2023
- [j6]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): 239-250 (2023) - [c7]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: 477-485 - [i3]Heming Yao, Jérôme Lüscher, Benjamín Gutiérrez-Becker, Josep Arús-Pous, Tommaso Biancalani, Amelie Bigorgne, David Richmond:
Unsupervised Segmentation of Colonoscopy Images. CoRR abs/2312.12599 (2023) - 2021
- [j5]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: 125384-125392 (2021) - [j4]Heming Yao, Ryan W. Stidham, Zijun Gao, Jonathan Gryak, Kayvan Najarian:
Motion-based camera localization system in colonoscopy videos. Medical Image Anal. 73: 102180 (2021) - [i2]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 abs/2112.05071 (2021) - 2020
- [j3]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: 101910 (2020) - [i1]Heming Yao, Ryan W. Stidham, Jonathan Gryak, Kayvan Najarian:
Motion-based Camera Localization System in Colonoscopy Videos. CoRR abs/2012.01690 (2020)
2010 – 2019
- 2019
- [c6]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: 995-999 - [c5]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: 2402-2406 - [c4]Heming Yao, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian:
Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. IWBBIO (2) 2019: 385-396 - 2018
- [c3]Heming Yao, Wei Zhang, Rajesh K. Malhan, Jonathan Gryak, Kayvan Najarian:
Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. EMBC 2018: 1258-1262 - [c2]Heming Yao, Craig A. Williamson, S. M. Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian:
Hematoma Segmentation Using Dilated Convolutional Neural Network. EMBC 2018: 5902-5905 - 2016
- [j2]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) - [j1]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): 701-710 (2016) - 2013
- [c1]Huilan Liu, Heming Yao, Lishuang Feng:
A nanometer-resolution displacement measurement system based on laser feedback interferometry. NEMS 2013: 1295-1298
Coauthor Index
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