Deep hierarchical multi-label classification of chest X-ray images H Chen, S Miao, D Xu, GD Hager, AP Harrison International conference on medical imaging with deep learning, 109-120, 2019 | 60 | 2019 |
Explainable medical imaging AI needs human-centered design: guidelines and evidence from a systematic review H Chen, C Gomez, CM Huang, M Unberath NPJ digital medicine 5 (1), 156, 2022 | 51 | 2022 |
Anatomy-aware siamese network: Exploiting semantic asymmetry for accurate pelvic fracture detection in x-ray images H Chen, Y Wang, K Zheng, W Li, CT Chang, AP Harrison, J Xiao, ... Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 31 | 2020 |
Deep hiearchical multi-label classification applied to chest X-ray abnormality taxonomies H Chen, S Miao, D Xu, GD Hager, AP Harrison Medical image analysis 66, 101811, 2020 | 24 | 2020 |
Gene expression profile prediction in uveal melanoma using deep learning: a pilot study for the development of an alternative survival prediction tool TYA Liu, H Zhu, H Chen, JF Arevalo, FK Hui, HY Paul, J Wei, M Unberath, ... Ophthalmology Retina 4 (12), 1213-1215, 2020 | 15 | 2020 |
A pilot study of deep learning-based CT volumetry for traumatic hemothorax D Dreizin, B Nixon, J Hu, B Albert, C Yan, G Yang, H Chen, Y Liang, ... Emergency radiology 29 (6), 995-1002, 2022 | 9 | 2022 |
Toward automated interpretable AAST grading for blunt splenic injury H Chen, M Unberath, D Dreizin Emergency Radiology 30 (1), 41-50, 2023 | 7 | 2023 |
An interactive approach to region of interest selection in cytologic analysis of uveal melanoma based on unsupervised clustering H Chen, TYA Liu, Z Correa, M Unberath Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020 | 5 | 2020 |
An interpretable Algorithm for uveal melanoma subtyping from whole slide cytology images H Chen, TY Liu, C Gomez, Z Correa, M Unberath arXiv preprint arXiv:2108.06246, 2021 | 4 | 2021 |
Direct Gene Expression Profile Prediction for Uveal Melanoma from Digital Cytopathology Images via Deep Learning and Salient Image Region Identification TYA Liu, H Chen, C Gomez, ZM Correa, M Unberath Ophthalmology Science 3 (1), 100240, 2023 | 3 | 2023 |
A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow. L Zhang, W LaBelle, M Unberath, H Chen, J Hu, G Li, D Dreizin | 2 | 2023 |
Predicting the Gene Expression Profile of Uveal Melanoma Fom Digital Cytopathology via Salient Image Region Identification TY Liu, H Chen, C Gomez, Z Correa, M Unberath Haomin and Gomez, Catalina and Correa, Zelia and Unberath, Mathias …, 2021 | 1 | 2021 |