1. Zengrui Zhao, Yun Bian, Hui Jiang, Xu Fang, Jin Li, Kai Cao, Chao Ma, Li Wang, Jianming Zheng, Xiaodong Yue, Huiran Zhang, Xiangxue Wang, Anant Madabhushi, Jun Xu, Jin Gang, and Jianping Lu, CT-radiomic approach to predict G1/2 non-functional pancreatic neuroendocrine tumor, vol. 27, no. 12, Academic Radiology, 2020. [link to paper]
2. Cheng Lu, Kaustav Bera, Xiangxue Wang, Prateek Prasanna, Jun Xu, Andrew Janowczyk, Niha Beig, Michael Yang, Pingfu Fu, James Lewis, Humberto Choi, Ralph A Schmid, Sabina Berezowska, Kurt Schalper, David Rimm, Vamsidhar Velcheti, Anant Madabhushi, A prognostic model for overall survival of patients with early-stage non-small cell lung cancer: a multicentre, retrospective study, The Lancet Digital Health, 2020, 2(11): e594-e606. [link to paper]
3. Yilin Wang, Le Sun, Hua Wang, Nikita Shklovskiy-Kordi, Jun Xu, Yongping Lu, Kouzhen Yuan, A DNN for Arrhythmia Prediction Based on ECG, International Conference on Health Information Science. Springer, Cham, 2020: 146-153. [link to paper]
4. Chaoyang Yan, Kazuaki Nakane, Xiangxue Wang, Yao Fu, Haoda Lu, Xiangshan Fan, Michael D. Feldman, Anant Madabhushi, Jun Xu, Automated Gleason Grading on Prostate Biopsy Slides by Statistical Representations of Homology, Computer Methods and Programs in Biomedicine, vol. 194, 2020. [link to paper]
5. Chaoyang Yan, Jun Xu, Jiawei Xie, Chengfei Cai, Haoda Lu, Prior-aware CNN with Multi-Task Learning for Colon Images Analysis, International Symposium on Biomedical Imaging 2020 (ISBI2020), April 3-7, 2020, Iowa City, Iowa, USA(Oral Presentation). [link to paper]
6. Pranjal Vaidya, Kaustav Bera, Amit Gupta, Xiangxue Wang, Germán Corredor, Pingfu Fu, Niha Beig, Prateek Prasanna, Pradnya D Patil, Priya D Velu, Prabhakar Rajiah, Robert Gilkeson, Michael D Feldman, Humberto Choi, Vamsidhar Velcheti, Anant Madabhushi, CT derived radiomic score for predicting the added benefit of adjuvant chemotherapy following surgery in stage I, II resectable non-small cell lung cancer: a retrospective multicohort study for outcome prediction, The Lancet Digital Health, 2020, 2(3): e116-e128. [link to paper]
7. Bo Li, Yang Wang, Hui Jiang, Baoming Li, Xiaohan Shi, Suizhi Gao, Canrong Ni, Zelin Zhang, Shiwei Guo, Jun Xu, and Gang Jin, Pros and Cons: High Proportion of Stromal Component Indicates Better Prognosis in Patients with Pancreatic Ductal Adenocarcinoma–A Research Based on the Evaluation of Whole-Mount Histological Slides, Frontiers in Oncology, 2020, 10: 1472. [link to paper]
8. Yun Bian, Zengrui Zhao, Hui Jiang, Xu Fang, Jin Li, Kai Cao, Chao Ma, Li Wang, Shiwei Guo, Li Wang, Jin Gang, Jianping Lu, Jun Xu, Non-Contrast Radiomics Approach for Predicting Grades of Non-functional Pancreatic Neuroendocrine Tumors, Journal of Magnetic Resonance Imaging, 52: 1124-1136, 2020. [link to paper]
9. Daqiu Li, Zhangjie Fu, and Jun Xu, Stacked-autoencoder-based model for COVID-19 diagnosis on CT images, Applied Intelligence, vol.363, 2020. [link to paper]
10. Yiping Jiao, Zhichao Li, Xisong Chen, Shumin Fei, Preprocessing Methods for Near‐infrared Spectrum Calibration, Journal of Chemometrics, 2020, 34(11). [link to paper]
11. Sara Arabyarmohammadi, Zelin Zhang, Patrick Leo, Marjan Firouznia, Andrew Janowczyk, Haojia Li, Nathaniel M. Braman, Kaustav Bera, Behtash Nezami, Jun Xu, Leland Metheny, Anant Madabhushi, Computationally derived image markers for predicting risk of relapse in acute myeloid leukemia patients following bone marrow transplantation, SPIE on Medical Imaging, Digital Pathology , Houston, Texas, USA, February 15-20, 2020.[link to paper]
12. Can Koyuncu, Cheng Lu, Zelin Zhang, Pingfu Fu, Dibson D Gondim, Jun Xu, Kaustav Bera, James S. Lewis, Anant Madabhushi, Tumor Cell Multinucleation Is More Frequent in African-American Oropharyngeal Squamous Cell Carcinoma Patients Than Caucasian-American Ones – Implications for Outcome Differences, United States and Canadian Academy of Pathology's 109th Annual Meeting, Los Angeles, California, February 29th-March 5, 2020.[link to paper]
13. Sara ArabYarmohammadi, Marjan Firouznia, Zelin Zhang*, Patrick Leo, Andrew R Janowczyk,Kaustav Bera, Behtash Ghazi Nezami, Howard J. Meyerson, Jun Xu, Leland Metheny, Anant Madabhushi, Computationally Derived Fractal Features of Blasts from Aspirates Smears to Predict Relapse in Acute Myeloid Leukemia Patients Following Allogenic Hematopoietic Stem Cell Transplant, United States and Canadian Academy of Pathology's 109th Annual Meeting, Los Angeles, California, February 29th-March 5, 2020. [link to paper]
