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SciProfiles: 2252203

Biography

A postdoc working on medical imaging informatics and computer-aided diagnosis at Emory University School of Medicine .

Activities

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Employment (2)

Emory University: Atlanta, Georgia, US

2023-10-18 to present | Postdoctoral Fellow (Department of Radiation Oncology)
Employment
Source: Self-asserted source
Xuxin Chen

University of Oklahoma: Norman, Oklahoma, US

2022-05 to present | Postdoctoral Fellow
Employment
Source: Self-asserted source
Xuxin Chen

Education and qualifications (1)

University of Oklahoma: Norman, Oklahoma, US

2017-08 to 2022-05 | PhD
Education
Source: Self-asserted source
Xuxin Chen

Works (15)

Developing a novel image marker to predict the clinical outcome of neoadjuvant chemotherapy (NACT) for ovarian cancer patients

Computers in Biology and Medicine
2024-04 | Journal article
DOI: 10.1016/j.compbiomed.2024.108240
Contributors: Ke Zhang; Neman Abdoli; Patrik Gilley; Youkabed Sadri; Xuxin Chen; Theresa C. Thai; Lauren Dockery; Kathleen Moore; Robert S. Mannel; Yuchen Qiu
Source: check_circle
Crossref

Evaluating the Effectiveness of 2D and 3D CT Image Features for Predicting Tumor Response to Chemotherapy

Bioengineering
2023-11-20 | Journal article
DOI: 10.3390/bioengineering10111334
Contributors: Neman Abdoli; Ke Zhang; Patrik Gilley; Xuxin Chen; Youkabed Sadri; Theresa Thai; Lauren Dockery; Kathleen Moore; Robert Mannel; Yuchen Qiu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Quantifying Intracellular Nanoparticle Distributions with Three-Dimensional Super-Resolution Microscopy

ACS Nano
2023-05-09 | Journal article
DOI: 10.1021/acsnano.2c12808
Contributors: Vinit Sheth; Xuxin Chen; Evan M. Mettenbrink; Wen Yang; Meredith A. Jones; Ons M’Saad; Abigail G. Thomas; Rylee S. Newport; Emmy Francek; Lin Wang et al.
Source: check_circle
Crossref

Using symmetric illumination and color camera to achieve high throughput Fourier ptychographic microscopy

Journal of Biophotonics
2022-12-15 | Journal article
DOI: 10.1002/jbio.202200303
Part of ISSN: 1864-063X
Part of ISSN: 1864-0648
Contributors: Ke Zhang; Patrik Gilley; Neman Abdoli; Xuxin Chen; Kar‐Ming Fung; Yuchen Qiu
Source: Self-asserted source
Xuxin Chen

Applying artificial intelligence technology to assist with breast cancer diagnosis and prognosis prediction

Frontiers in Oncology
2022-08-31 | Journal article
DOI: 10.3389/fonc.2022.980793
Part of ISSN: 2234-943X
Contributors: Meredith A. Jones; Warid Islam; Rozwat Faiz; Xuxin Chen; Bin Zheng
Source: Self-asserted source
Xuxin Chen

Recent advances and clinical applications of deep learning in medical image analysis

Medical Image Analysis
2022-07 | Journal article
DOI: 10.1016/j.media.2022.102444
Part of ISSN: 1361-8415
Contributors: Xuxin Chen; Ximin Wang; Ke Zhang; Kar-Ming Fung; Theresa C. Thai; Kathleen Moore; Robert S. Mannel; Hong Liu; Bin Zheng; Yuchen Qiu
Source: Self-asserted source
Xuxin Chen

Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms

Diagnostics
2022-06 | Journal article | Author
DOI: 10.3390/diagnostics12071549
Contributors: Xuxin Chen; Ke Zhang; Neman Abdoli; Patrik W. Gilley; Ximin Wang; Hong Liu; Bin Zheng; Yuchen Qiu
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms

2022-06-22 | Preprint
DOI: 10.20944/preprints202206.0315.v1
Contributors: Xuxin Chen; Ke Zhang; Ximin Wang; Neman Abdoli; Patrik W. Gilley; Hong Liu; Bin Zheng; Yuchen Qiu
Source: check_circle
Crossref

Improving the resolution of chromosome imaging by high numerical aperture Fourier ptychography microscopy

Biophotonics and Immune Responses XVII
2022-03-02 | Conference paper
DOI: 10.1117/12.2610806
Contributors: Ke Zhang; Patrik Gilley; Xianglan Lu; Xuxin Chen; Neman Abdoli; Roy Zhang; Kar-Ming Fung; Hong Liu; Bin Zheng; Shibo Li et al.
Source: Self-asserted source
Xuxin Chen

Virtual adversarial training for semi-supervised breast mass classification

Biophotonics and Immune Responses XVII
2022-03-02 | Conference paper
DOI: 10.1117/12.2611851
Contributors: Xuxin Chen; Ximin Wang; Ke Zhang; Kar-Ming Fung; Theresa C. Thai; Kathleen Moore; Robert S. Mannel; Hong Liu; Bin Zheng; Yuchen Qiu
Source: Self-asserted source
Xuxin Chen

Using Fourier ptychography microscopy to achieve high-resolution chromosome imaging: an initial evaluation

Journal of Biomedical Optics
2022-01-31 | Journal article
DOI: 10.1117/1.jbo.27.1.016504
Part of ISSN: 1083-3668
Contributors: Ke Zhang; Xianglan Lu; Xuxin Chen; Roy Zhang; Kar-Ming Fung; Hong Liu; Bin Zheng; Shibo Li; Yuchen Qiu
Source: Self-asserted source
Xuxin Chen

Development of a transferring GAN based CAD scheme for breast mass classification: an initial study

Biophotonics and Immune Responses XVI
2021-03-05 | Conference paper
DOI: 10.1117/12.2583246
Contributors: Xuxin Chen; Theresa Thai; Camille Gunderson; Katheleen Moore; Robert Mannel; Hong Liu; Bin Zheng; Yuchen Qiu
Source: Self-asserted source
Xuxin Chen

Developing a new radiomics-based CT image marker to detect lymph node metastasis among cervical cancer patients

Computer Methods and Programs in Biomedicine
2020-12 | Journal article
DOI: 10.1016/j.cmpb.2020.105759
Part of ISSN: 0169-2607
Contributors: Xuxin Chen; Wei Liu; Theresa C. Thai; Tara Castellano; Camille C. Gunderson; Kathleen Moore; Robert S. Mannel; Hong Liu; Bin Zheng; Yuchen Qiu
Source: Self-asserted source
Xuxin Chen

Developing a low cost image marker to identify lymph node metastasis for cervical cancer patients: an initial study

Biophotonics and Immune Responses XV
2020-03-03 | Conference paper
DOI: 10.1117/12.2548669
Contributors: Wei Liu; Shiyu Pei; Xuxin Chen; Theresa Thai; Tara Castellano; Camille Gunderson; Kathleen Moore; Robert Mannel; Hong Liu; Bin Zheng et al.
Source: Self-asserted source
Xuxin Chen

Applying a new quantitative image analysis scheme based on global mammographic features to assist diagnosis of breast cancer

Computer Methods and Programs in Biomedicine
2019-10 | Journal article
DOI: 10.1016/j.cmpb.2019.104995
Part of ISSN: 0169-2607
Contributors: Xuxin Chen; Abolfazl Zargari; Alan B Hollingsworth; Hong Liu; Bin Zheng; Yuchen Qiu
Source: Self-asserted source
Xuxin Chen

Peer review (2 reviews for 2 publications/grants)

Review activity for Academic radiology. (1)
Review activity for PloS one. (1)
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