| Fully automated endoscopic disease activity assessment in ulcerative colitis H Yao, K Najarian, J Gryak, S Bishu, MD Rice, AK Waljee, HJ Wilkins, ... Gastrointestinal Endoscopy 93 (3), 728-736. e1, 2021 | 96 | 2021 |
| SMART precision cancer medicine: a FHIR-based app to provide genomic information at the point of care JL Warner, MJ Rioth, KD Mandl, JC Mandel, DA Kreda, IS Kohane, ... Journal of the American Medical Informatics Association 23 (4), 701-710, 2016 | 68 | 2016 |
| Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury H Yao, C Williamson, J Gryak, K Najarian Artificial Intelligence in Medicine 107, 101910, 2020 | 41 | 2020 |
| Motion-based camera localization system in colonoscopy videos H Yao, RW Stidham, Z Gao, J Gryak, K Najarian Medical image analysis 73, 102180, 2021 | 23 | 2021 |
| Automated detection of non-informative frames for colonoscopy through a combination of deep learning and feature extraction H Yao, RW Stidham, R Soroushmehr, J Gryak, K Najarian 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 22 | 2019 |
| CSCdb: a cancer stem cells portal for markers, related genes and functional information Y Shen, H Yao, A Li, M Wang Database 2016, baw023, 2016 | 17 | 2016 |
| Comprehensive enhancer-target gene assignments improve gene set level interpretation of genome-wide regulatory data T Qin, C Lee, S Li, RG Cavalcante, P Orchard, H Yao, H Zhang, S Wang, ... Genome Biology 23 (1), 105, 2022 | 15 | 2022 |
| Systematic Analysis and Prediction of In Situ Cross Talk of O‐GlcNAcylation and Phosphorylation H Yao, A Li, M Wang BioMed research international 2015 (1), 279823, 2015 | 12 | 2015 |
| Identifying potential candidates for advanced heart failure therapies using an interpretable machine learning algorithm H Yao, JR Golbus, J Gryak, FD Pagani, KD Aaronson, K Najarian The Journal of Heart and Lung Transplantation 41 (12), 1781-1789, 2022 | 10 | 2022 |
| Filter-pruned 3D convolutional neural network for drowsiness detection H Yao, W Zhang, R Malhan, J Gryak, K Najarian 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 10 | 2018 |
| Brain hematoma segmentation using active learning and an active contour model H Yao, C Williamson, J Gryak, K Najarian Bioinformatics and Biomedical Engineering: 7th International Work-Conference …, 2019 | 9 | 2019 |
| Hematoma segmentation using dilated convolutional neural network H Yao, C Williamson, R Soroushmehr, J Gryak, K Najarian 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 9 | 2018 |
| A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies H Yao, H Derksen, JR Golbus, J Zhang, KD Aaronson, J Gryak, ... IEEE Journal of Biomedical and Health Informatics 27 (1), 239-250, 2022 | 6 | 2022 |
| Deep learning approaches for detecting of nascent geographic atrophy in age-related macular degeneration H Yao, Z Wu, SS Gao, RH Guymer, V Steffen, H Chen, M Hejrati, M Zhang Ophthalmology Science 4 (3), 100428, 2024 | 5 | 2024 |
| Using a fuzzy neural network in clinical decision support for patients with advanced heart failure H Yao, KD Aaronson, L Lu, J Gryak, K Najarian, JR Golbus 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 4 | 2019 |
| Weakly Supervised Set-Consistency Learning Improves Morphological Profiling of Single-Cell Images H Yao, P Hanslovsky, JC Huetter, B Hoeckendorf, D Richmond Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 1 | 2024 |
| Multi-ContrastiveVAE disentangles perturbation effects in single cell images from optical pooled screens ZJ Wang, R Lopez, JC Hütter, T Kudo, H Yao, P Hanslovsky, ... bioRxiv, 2023.11. 28.569094, 2023 | 1 | 2023 |
| 796: COMPUTER VISION MEASUREMENT OF DISEASE SEVERITY DISTRIBUTION OUTPERFORMS TRADITIONAL ENDOSCOPIC SCORING FOR DETECTING THERAPEUTIC RESPONSE IN A CLINICAL TRIAL OF … R Stidham, H Yao, R Soroushmehr, J Gryak, T Hiatt, MD Rice, S Bishu, ... Gastroenterology 162 (7), S-193, 2022 | 1 | 2022 |
| Machine Learning and Image Processing for Clinical Outcome Prediction: Applications in Medical Data from Patients with Traumatic Brain Injury, Ulcerative Colitis, and Heart Failure H Yao | 1 | 2021 |
| P595 Feasibility and performance of a fully automated endoscopic disease severity grading tool for ulcerative colitis using unaltered multisite videos R Stidham, H Yao, S Bishu, M Rice, J Gryak, HJ Wilkins, K Najarian Journal of Crohn's and Colitis 14 (Supplement_1), S495-S496, 2020 | 1 | 2020 |
Kayvan NajarianProfessor of Comp Med and Bioinf, Emergency Med, and Electrical and Comp EngineeringVerified email at umich.edu
