| Prefix: Switch failure prediction in datacenter networks S Zhang, Y Liu, W Meng, Z Luo, J Bu, S Yang, P Liang, D Pei, J Xu, ... Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (1 …, 2018 | 134 | 2018 |
| A New Ensemble Learning Framework for 3D Biomedical Image Segmentation H Zheng, Y Zhang, L Yang, P Liang, Z Zhao, C Wang, DZ Chen Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), 2019 | 98 | 2019 |
| Input augmentation with sam: Boosting medical image segmentation with segmentation foundation model Y Zhang, T Zhou, S Wang, P Liang, Y Zhang, DZ Chen International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 92 | 2023 |
| Biomedical Image Segmentation via Representative Annotation H Zheng, L Yang, J Chen, J Han, Y Zhang, P Liang, Z Zhao, C Wang, ... Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), 2019 | 76 | 2019 |
| Decoding calcium signaling dynamics during Drosophila wing disc development PA Brodskiy, Q Wu, DK Soundarrajan, FJ Huizar, J Chen, P Liang, ... Biophysical journal 116 (4), 725-740, 2019 | 61 | 2019 |
| Boxnet: Deep learning based biomedical image segmentation using boxes only annotation L Yang, Y Zhang, Z Zhao, H Zheng, P Liang, MTC Ying, AT Ahuja, ... arXiv preprint arXiv:1806.00593, 2018 | 41 | 2018 |
| CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation S Mishra, P Liang, A Czajka, DZ Chen, XS Hu 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 57--60, 2019 | 38* | 2019 |
| A cross-domain metal trace restoring network for reducing X-ray CT metal artifacts C Peng, B Li, P Liang, J Zheng, Y Zhang, B Qiu, DZ Chen IEEE Transactions on Medical Imaging 39 (12), 3831-3842, 2020 | 31 | 2020 |
| HFA-Net: 3D cardiovascular image segmentation with asymmetrical pooling and content-aware fusion H Zheng, L Yang, J Han, Y Zhang, P Liang, Z Zhao, C Wang, DZ Chen Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 26 | 2019 |
| SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation Y Zhang, L Yang, H Zheng, P Liang, C Mangold, RG Loreto, DP Hughes, ... 2nd International Conference on Medical Imaging with Deep Learning (MIDL 2019), 2019 | 25 | 2019 |
| Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation P Liang, J Chen, H Zheng, L Yang, Y Zhang, DZ Chen 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 19 | 2019 |
| KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation Y Peng, H Zheng, P Liang, L Zhang, F Zaman, X Wu, M Sonka, DZ Chen Medical image analysis 82, 102574, 2022 | 17 | 2022 |
| Single cells exhibit differing behavioral phases during early stages of Pseudomonas aeruginosa swarming CS Madukoma, P Liang, A Dimkovikj, J Chen, SW Lee, DZ Chen, ... Journal of Bacteriology 201 (19), 10.1128/jb. 00184-19, 2019 | 16 | 2019 |
| H-EMD: A Hierarchical Earth Mover’s Distance Method for Instance Segmentation P Liang, Y Zhang, Y Ding, J Chen, CS Madukoma, T Weninger, JD Shrout, ... IEEE Transactions on Medical Imaging, 2022 | 12 | 2022 |
| A new registration approach for dynamic analysis of calcium signals in organs P Liang, J Chen, PA Brodskiy, Q Wu, Y Zhang, Y Zhang, L Yang, ... 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 11 | 2018 |
| Intracker: an integrated detector-tracker framework for cell detection and tracking P Liang, J Chen, Y Zhang, H Wang, H Zheng, P Gu, D Chen 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020 | 9 | 2020 |
| Global filter of fusing near-infrared and visible images in frequency domain for defogging L Xu, P Liang, J Han, L Bai, DZ Chen IEEE Signal Processing Letters 29, 1953-1957, 2022 | 7 | 2022 |
| A point in the right direction: Vector prediction for spatially-aware self-supervised volumetric representation learning Y Zhang, P Gu, N Sapkota, H Zheng, P Liang, DZ Chen 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 6 | 2023 |
| Usable region estimate for assessing practical usability of medical image segmentation models Y Zhang, S Mishra, P Liang, H Zheng, DZ Chen International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 3 | 2022 |
| Intercellular calcium waves are controlled by morphogen signaling during organ development Q Wu, PA Brodskiy, C Narciso, M Levis, J Chen, P Liang, ... BioRxiv, 104745, 2017 | 2 | 2017 |
Danny Z ChenProfessor of Computer Science & Engineering, University of Notre DameVerified email at nd.edu
