| High-resolution, in vivo multimodal photoacoustic microscopy, optical coherence tomography, and fluorescence microscopy imaging of rabbit retinal neovascularization W Zhang, Y Li, VP Nguyen, Z Huang, Z Liu, X Wang, YM Paulus Light: Science & Applications 7 (1), 103, 2018 | 101 | 2018 |
| Contrast Agent Enhanced Multimodal Photoacoustic Microscopy and Optical Coherence Tomography for Imaging of Rabbit Choroidal and Retinal Vessels in vivo VP Nguyen, Y Li, W Qian, B Liu, C Tian, W Zhang, Z Huang, A Ponduri, ... Scientific Reports 9 (1), 5945, 2019 | 58 | 2019 |
| Identifying intestinal fibrosis and inflammation by spectroscopic photoacoustic imaging: an animal study in vivo Y Zhu, LA Johnson, Z Huang, JM Rubin, J Yuan, H Lei, J Ni, X Wang, ... Biomedical optics express 9 (4), 1590-1600, 2018 | 33 | 2018 |
| High-resolution W Zhang, Y Li, VP Nguyen, Z Huang, Z Liu, X Wang, YM Paulus Vivo Multimodal Photoacoustic Microscopy, Optical Coherence Tomography, and …, 2018 | 21 | 2018 |
| Quantifying epistemic uncertainty in deep learning Z Huang, H Lam, H Zhang arXiv preprint arXiv:2110.12122, 2021 | 19 | 2021 |
| Learning prediction intervals for regression: Generalization and calibration H Chen, Z Huang, H Lam, H Qian, H Zhang International Conference on Artificial Intelligence and Statistics, 820-828, 2021 | 16 | 2021 |
| Evaluating aleatoric uncertainty via conditional generative models Z Huang, H Lam, H Zhang arXiv preprint arXiv:2206.04287, 2022 | 6 | 2022 |
| Heterogeneity measurement of cardiac tissues leveraging uncertainty information from image segmentation Z Huang, Y Gan, T Lye, H Zhang, A Laine, ED Angelini, C Hendon Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 6 | 2020 |
| Integrated photoacoustic microscopy, optical coherence tomography, and fluorescence microscopy for multimodal chorioretinal imaging C Tian, W Zhang, VP Nguyen, Z Huang, X Wang, YM Paulus Photons Plus Ultrasound: Imaging and Sensing 2018 10494, 564-570, 2018 | 6 | 2018 |
| Push the boundary of sam: A pseudo-label correction framework for medical segmentation Z Huang, H Liu, H Zhang, F Xing, A Laine, E Angelini, C Hendon, Y Gan arXiv preprint arXiv:2308.00883, 2023 | 4 | 2023 |
| Co-seg: An image segmentation framework against label corruption Z Huang, H Zhang, A Laine, E Angelini, C Hendon, Y Gan 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 550-553, 2021 | 4 | 2021 |
| Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks Z Huang, H Lam, H Zhang Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Conditional coverage estimation for high-quality prediction intervals Z Huang, H Lam, H Zhang Journal of Systems Science and Systems Engineering 32 (3), 289-319, 2023 | 1 | 2023 |
| Generalized Bayesian upper confidence bound with approximate inference for bandit problems Z Huang, H Lam, A Meisami, H Zhang arXiv preprint arXiv:2201.12955, 2022 | 1 | 2022 |
| Segmentation and uncertainty measures of cardiac substrates within optical coherence tomography images via convolutional neural networks Z Huang, Y Gan, T Lye, D Theagene, S Chintapalli, S Virdi, A Laine, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1-4, 2020 | 1 | 2020 |
| Label refinement for noisy annotation in weakly supervised segmentation Z Huang, H Liu, H Zhang, F Xing, A Laine, E Angelini, C Hendon, Y Gan Medical Imaging 2024: Image Processing 12926, 207-211, 2024 | | 2024 |
| Catheter-based diffuse reflectance spectroscopy for cardiac substrate mapping JA Majumder, H Yang, Z Huang, A Therien, K Laurita, A Rollins, D Saluja, ... Optical Biopsy XXII: Toward Real-Time Spectroscopic Imaging and Diagnosis …, 2024 | | 2024 |
| High density optical substrate mapping of the left atrium with near infrared spectroscopy H Yang, JA Majumder, Z Huang, K Laurita, AM Rollins, CP Hendon Diagnostic and Therapeutic Applications of Light in Cardiology 2024 12819 …, 2024 | | 2024 |
| Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework Z Huang, H Lam, A Meisami, H Zhang Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
| Robust, high-density lesion mapping in the left atrium with near-infrared spectroscopy H Yang, JA Majumder, Z Huang, D Saluja, K Laurita, AM Rollins, ... Journal of Biomedical Optics 29 (2), 028001-028001, 2024 | | 2024 |
Haofeng ZhangColumbia UniversityVerified email at columbia.edu
