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Xuxin Chen
Xuxin Chen
Postdoctoral Fellow at Emory University
Bestätigte E-Mail-Adresse bei emory.edu
Titel
Zitiert von
Zitiert von
Jahr
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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