Zhiyun Xue

Also affiliated with Harbin Institute of Technology, United States National Library of Medicine, Obstetrics and Gynecology Hospital of Fudan University, Weihai Science and Technology Bureau

Computer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 40 papers. Top paper: “Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration”.

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration

IEEE Transactions on Medical Imaging(2014)10.1109/tmi.2013.2290491

N/A

0.973DataRank · unranked

657 citations

Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue +7 more

A demonstration of automated visual evaluation of cervical images taken with a smartphone camera

International Journal of Cancer(2020)10.1002/ijc.33029

N/A

0.648DataRank · unranked

74 citations

Akiva P. Novetsky, Mark H. Einstein, Jenna Marcus, Brian Befano, Peng Guo +6 more

Deep Metric Learning for Cervical Image Classification

IEEE Access(2021)10.1109/access.2021.3069346

N/A

0.619DataRank · unranked

61 citations

Zhiyun Xue, Brian Befano, Ana Cecilia Rodríguez, L. Rodney Long, Mark Schiffman +2 more

Deep multiple-instance learning for abnormal cell detection in cervical histopathology images

Computers in Biology and Medicine(2021)10.1016/j.compbiomed.2021.104890

N/A

0.587DataRank · unranked

49 citations

Zhiyun Xue, Kanan Desai, A A Banjo, Clement A. Adepiti, L. Rodney Long +3 more

A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices

PubMed(2021)10.1109/cbms52027.2021.00085

N/A

0DataRank · unranked

11 citations

Peng Guo, Kanan Desai, Anabik Pal, Kayode Olusegun Ajenifuja, Clement A. Adepiti +4 more

Semi-Supervised Learning for Cervical Precancer Detection

(2021)10.1109/cbms52027.2021.00072

N/A

0DataRank · unranked

10 citations

Peng Guo, Zhiyun Xue, Sameer Antani, Sandeep Angara

Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases

Data(2022)10.3390/data7070095

N/A

0DataRank · unranked

19 citations

Pu Xuan Lu, Min Deng, Yi-Xiang Wang, Sivaramakrishnan Rajaraman, Zhiyun Xue +4 more

Unsupervised Deep Learning Registration of Uterine Cervix Sequence Images

Cancers(2022)10.3390/cancers14102401

N/A

0DataRank · unranked

7 citations

Zhiyun Xue, Sandeep Angara, Sameer Antani, Peng Guo

Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays

Biomedicines(2022)10.3390/biomedicines10061323

N/A

0DataRank · unranked

7 citations

Ghada Zamzmi, Feng Yang, Zhiyun Xue, Stefan Jaeger, Sameer Antani +1 more

Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871610

N/A

0DataRank · unranked

13 citations

Kelly J. Yu, Paul C. Pearlman, Anabik Pal, Tseng‐Cheng Chen, Chun‐Hung Hua +7 more

Oral cavity anatomical site image classification and analysis

PubMed(2022)10.1117/12.2611541

N/A

0DataRank · unranked

9 citations

Paul C. Pearlman, Kelly J. Yu, Anabik Pal, Tseng‐Cheng Chen, Chun‐Hung Hua +8 more

Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions

2022 26th International Conference on Pattern Recognition (ICPR)(2022)10.1109/icpr56361.2022.9956251

N/A

0DataRank · unranked

7 citations

Kelly J. Yu, Paul C. Pearlman, Tseng‐Cheng Chen, Chun‐Hung Hua, Chung Jan Kang +6 more

Image Quality Classification for Automated Visual Evaluation of Cervical Precancer

Lecture notes in computer science(2022)10.1007/978-3-031-16760-7_20

N/A

0DataRank · unranked

5 citations

Sandeep Angara, Peng Guo, Sivaramakrishnan Rajaraman, José Jerónimo, Ana Cecilia Rodríguez +13 more

Analysis of digital noise reduction methods on classifiers used in automated visual evaluation

PubMed(2022)10.1117/12.2610235

N/A

0DataRank · unranked

3 citations

Sandeep Angara, David Levitz, Sameer Antani, Zhiyun Xue

Assessing Inter-Annotator Agreement for Medical Image Segmentation

IEEE Access(2023)10.1109/access.2023.3249759

N/A

0DataRank · unranked

75 citations

Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, André Aquilina, Zhiyun Xue +4 more

Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection

Diagnostics(2023)10.3390/diagnostics13061068

N/A

0DataRank · unranked

16 citations

Feng Yang, Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer Antani, Zhiyun Xue

Can deep adult lung segmentation models generalize to the pediatric population?

Expert Systems with Applications(2023)10.1016/j.eswa.2023.120531

N/A

0DataRank · unranked

8 citations

Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer Antani, Sivaramakrishnan Rajaraman

Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets

Lecture notes in networks and systems(2023)10.1007/978-981-19-5191-6_55

N/A

0DataRank · unranked

2 citations

Zhiyun Xue, Sameer Antani, Anabik Pal

Data Characterization for Reliable AI in Medicine

Communications in computer and information science(2023)10.1007/978-3-031-23599-3_1

N/A

0DataRank · unranked

7 citations

Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer Antani, Sivaramakrishnan Rajaraman

Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning

Lecture notes in computer science(2023)10.1007/978-3-031-44917-8_12

N/A

0DataRank · unranked

2 citations

Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer Antani, Zhaohui Liang

Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images

medRxiv(2023)10.1101/2023.05.31.23290789

N/A

0DataRank · unranked

1 citations