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Xuxin Chen
Xuxin Chen
Postdoctoral Fellow at Emory University
Verified email at emory.edu
Title
Cited by
Cited by
Year
Recent advances and clinical applications of deep learning in medical image analysis
X Chen, X Wang, K Zhang, KM Fung, TC Thai, K Moore, RS Mannel, H Liu, ...
Medical Image Analysis 79, 102444, 2022
3312022
Applying a new quantitative image analysis scheme based on global mammographic features to assist diagnosis of breast cancer
X Chen, A Zargari, AB Hollingsworth, H Liu, B Zheng, Y Qiu
Computer methods and programs in biomedicine 179, 104995, 2019
352019
Transformers improve breast cancer diagnosis from unregistered multi-view mammograms
X Chen, K Zhang, N Abdoli, PW Gilley, X Wang, H Liu, B Zheng, Y Qiu
Diagnostics 12 (7), 1549, 2022
302022
Developing a new radiomics-based CT image marker to detect lymph node metastasis among cervical cancer patients
X Chen, W Liu, TC Thai, T Castellano, CC Gunderson, K Moore, ...
Computer methods and programs in biomedicine 197, 105759, 2020
232020
Applying artificial intelligence technology to assist with breast cancer diagnosis and prognosis prediction
MA Jones, W Islam, R Faiz, X Chen, B Zheng
Frontiers in oncology 12, 980793, 2022
162022
Using Fourier ptychography microscopy to achieve high-resolution chromosome imaging: an initial evaluation
K Zhang, X Lu, X Chen, R Zhang, KM Fung, H Liu, B Zheng, S Li, Y Qiu
Journal of Biomedical Optics 27 (1), 016504-016504, 2022
82022
Quantifying intracellular nanoparticle distributions with three-dimensional super-resolution microscopy
V Sheth, X Chen, EM Mettenbrink, W Yang, MA Jones, O M’Saad, ...
ACS nano 17 (9), 8376-8392, 2023
62023
Virtual adversarial training for semi-supervised breast mass classification
X Chen, X Wang, K Zhang, KM Fung, TC Thai, K Moore, RS Mannel, H Liu, ...
Biophotonics and Immune Responses XVII 11961, 30-35, 2022
42022
A multi‐stage fusion framework to classify breast lesions using deep learning and radiomics features computed from four‐view mammograms
MA Jones, N Sadeghipour, X Chen, W Islam, B Zheng
Medical Physics 50 (12), 7670-7683, 2023
32023
Using symmetric illumination and color camera to achieve high throughput Fourier ptychographic microscopy
K Zhang, P Gilley, N Abdoli, X Chen, KM Fung, Y Qiu
Journal of Biophotonics 16 (5), e202200303, 2023
32023
Development of a transferring GAN based CAD scheme for breast mass classification: an initial study
X Chen, TC Thai, CC Gunderson, K Moore, RS Mannel, H Liu, B Zheng, ...
Biophotonics and Immune Responses XVI 11643, 15-21, 2021
32021
Comparing the effectiveness of 2D and 3D features on predicting the response to chemotherapy for ovarian cancer patients
N Abdoli, P Gilley, K Zhang, X Chen, TC Thai, K Moore, RS Mannel, Y Qiu
Biophotonics and Immune Responses XVIII 12380, 13-18, 2023
22023
Improving the resolution of chromosome imaging by high numerical aperture Fourier ptychography microscopy
K Zhang, P Gilley, X Lu, X Chen, N Abdoli, R Zhang, KM Fung, H Liu, ...
Biophotonics and Immune Responses XVII 11961, 1196102, 2022
22022
Utilizing a transfer model to classify epithelium and stroma on digital histopathological images for ovarian cancer patients
X Chen, R Zhang, KM Fung, H Liu, B Zheng, Y Qiu
Biophotonics and Immune Responses XV 11241, 112410F, 2020
22020
David vs. Goliath: large foundation models are not outperforming small models in multi-view mammogram breast cancer prediction
X Chen, M Hu, K Zhang, N Abdoli, Y Sadri, P Gilley, OSV Chekuri, ...
Medical Imaging 2024: Computer-Aided Diagnosis 12927, 218-225, 2024
12024
Evaluating the Effectiveness of 2D and 3D CT Image Features for Predicting Tumor Response to Chemotherapy
N Abdoli, K Zhang, P Gilley, X Chen, Y Sadri, T Thai, L Dockery, K Moore, ...
Bioengineering 10 (11), 1334, 2023
12023
The impact of external filtration on image quality and exposure time of an in-line phase-contrast x-ray breast imaging prototype
F Omoumi, X Chen, Y Qiu, Y Li, B Zheng, H Liu
Biophotonics and Immune Responses XVIII 12380, 31-36, 2023
12023
Mammo-CLIP: Leveraging Contrastive Language-Image Pre-training (CLIP) for Enhanced Breast Cancer Diagnosis with Multi-view Mammography
X Chen, Y Li, M Hu, E Salari, X Chen, RLJ Qiu, B Zheng, X Yang
arXiv preprint arXiv:2404.15946, 2024
2024
Evaluating the imaging quality of multiplexed illumination Fourier ptychography microscopy
PW Gilley, K Zhang, N Abdoli, Y Sadri, X Chen, KM Fung, H Liu, Y Qiu
Biophotonics and Immune Responses XIX 12843, 30-35, 2024
2024
Assessing detectability improvement of a self-supervised noise reduction algorithm for phase-sensitive breast tomosynthesis phantom images
J Nelson, X Chen, Y Li, FH Omoumi, MD Wong, H Liu
Biophotonics and Immune Responses XIX 12843, 36-41, 2024
2024
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