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 | 465 | 2022 |
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 | 41 | 2022 |
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 | 35 | 2019 |
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 | 26 | 2020 |
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 | 21 | 2022 |
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 | 9 | 2022 |
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 | 8 | 2023 |
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 | 4 | 2023 |
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 | 4 | 2022 |
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 | 3 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2021 |
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 | 2 | 2022 |
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 | 2 | 2020 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 |
Developing a novel image marker to predict the clinical outcome of neoadjuvant chemotherapy (NACT) for ovarian cancer patients K Zhang, N Abdoli, P Gilley, Y Sadri, X Chen, TC Thai, L Dockery, ... Computers in Biology and Medicine 172, 108240, 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 |