Cheng Lu

Shenzhen Institute of Information Technology

Also affiliated with Shenzhen University, Donghua University, Nantong University, University Town of Shenzhen, Dongfang Electric Corporation (China), Key Laboratory of Guangdong Province, Guangdong Academy of Medical Sciences, Guangdong Provincial People's Hospital, Southern Medical University

MedicineComputer Science

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 25 papers. Top paper: “Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer”.

Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer

npj Precision Oncology(2023)10.1038/s41698-023-00403-x

N/A

1.2DataRank · unranked

31 citations

Germán Corredor, Vidya Sankar Viswanathan, Ruiwen Ding, Paula Toro, Pingfu Fu +16 more

Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers

Medical Image Analysis(2020)10.1016/j.media.2020.101903

N/A

0DataRank · unranked

63 citations

Can Koyuncu, Germán Corredor, Prateek Prasanna, Patrick Leo, Xiangxue Wang +6 more

Radiomics-based assessment of ultra-widefield leakage patterns and vessel network architecture in the PERMEATE study: insights into treatment durability

British Journal of Ophthalmology(2020)10.1136/bjophthalmol-2020-317182

N/A

0DataRank · unranked

22 citations

Vishal Bobba, Natália Figueiredo, Duriye Damla Sevgi, Cheng Lu, Nathaniel Braman +6 more

Computerized features of spatial interplay of tumor-infiltrating lymphocytes predict disease recurrence in p16+ oropharyngeal squamous cell carcinoma: A multisite validation study.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.6559

N/A

0DataRank · unranked

3 citations

Cheng Lu, Can Koyuncu, Kaustav Bera, Paula Toro, Pingfu Fu +9 more

Combination of tumor multinucleation and spatial arrangement of tumor-infiltrating lymphocytes to predict overall survival in oropharyngeal squamous cell carcinoma: A multisite study.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.6566

N/A

0DataRank · unranked

0 citations

Germán Corredor, Cheng Lu, Paula Toro, Kaustav Bera, Pingfu Fu +9 more

Collagen fiber orientation disorder from H&E images is prognostic for early stage breast cancer: clinical trial validation

npj Breast Cancer(2021)10.1038/s41523-021-00310-z

N/A

0DataRank · unranked

55 citations

Kaustav Bera, Paula Toro, Pingfu Fu, Zelin Zhang, Cheng Lu +9 more

Computerized tumor multinucleation index (MuNI) is prognostic in p16+ oropharyngeal carcinoma

Journal of Clinical Investigation(2021)10.1172/jci145488

N/A

0DataRank · unranked

35 citations

Cheng Lu, Kaustav Bera, Zelin Zhang, Jun Xu, Paula Toro +19 more

A prognostic and predictive computational pathology image signature for added benefit of adjuvant chemotherapy in early stage non-small-cell lung cancer

EBioMedicine(2021)10.1016/j.ebiom.2021.103481

N/A

0DataRank · unranked

29 citations

Kaustav Bera, Cristian Barrera, Yu Zhou, Cheng Lu, Pranjal Vaidya +8 more

Integrated Clinical and CT Based Artificial Intelligence Nomogram for Predicting Severity and Need for Ventilator Support in COVID-19 Patients: A Multi-Site Study

IEEE Journal of Biomedical and Health Informatics(2021)10.1109/jbhi.2021.3103389

N/A

0DataRank · unranked

20 citations

Kaustav Bera, Lei Yuan, Pranjal Vaidya, Mehdi Alilou, Jennifer Furin +8 more

Computational features of tumor-infiltrating lymphocyte architecture of residual disease after chemotherapy on H&E images as prognostic of overall and disease-free survival for triple-negative breast cancer.

Journal of Clinical Oncology(2021)10.1200/jco.2021.39.15_suppl.584

N/A

0DataRank · unranked

3 citations

Paula Toro, Cheng Lu, Pingfu Fu, Shaveta Vinayak, Miluska Castillo +7 more

Image analysis reveals molecularly distinct patterns of TILs in NSCLC associated with treatment outcome

npj Precision Oncology(2022)10.1038/s41698-022-00277-5

N/A

0DataRank · unranked

49 citations

Prateek Prasanna, Germán Corredor, Cristian Barrera, Philipp Zens, Cheng Lu +14 more

Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer

Medical Image Analysis(2022)10.1016/j.media.2022.102702

N/A

0DataRank · unranked

35 citations

Can Koyuncu, Cheng Lu, Rainer Grobholz, Ian Katz, Anant Madabhushi +2 more

Oropharyngeal cancer outcomes correlate with p16 status, multinucleation and immune infiltration

Modern Pathology(2022)10.1038/s41379-022-01024-8

N/A

0DataRank · unranked

35 citations

Patricia Castro, Kaustav Bera, Syeling Lai, Anant Madabhushi, Germán Corredor +17 more

Integrating Radiomics With Clinicoradiological Scoring Can Predict High-Risk Patients Who Need Surgery in Crohn’s Disease: A Pilot Study

Inflammatory Bowel Diseases(2022)10.1093/ibd/izac211

N/A

0DataRank · unranked

31 citations

Anamay N. Sharma, Kaustav Bera, H. Matthew Cohn, Jacob A. Kurowski, K. Amann +9 more

Image analysis reveals differences in tumor multinucleations in Black and White patients with human papillomavirus‐associated oropharyngeal squamous cell carcinoma

Cancer(2022)10.1002/cncr.34446

N/A

0DataRank · unranked

12 citations

Reetoja Nag, Cheng Lu, Germán Corredor, Vidya Sankar Viswanathan, Vlad C. Sandulache +22 more

An End-to-End Integrated Clinical and CT-Based Radiomics Nomogram for Predicting Disease Severity and Need for Ventilator Support in COVID-19 Patients: A Large Multisite Retrospective Study

Frontiers in Radiology(2022)10.3389/fradi.2022.781536

N/A

0DataRank · unranked

3 citations

Mehdi Alilou, Amogh Hiremath, Amit Gupta, Kaustav Bera, Jennifer Furin +8 more

Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer

npj Breast Cancer(2023)10.1038/s41523-023-00545-y

N/A

0DataRank · unranked

28 citations

Haojia Li, Andrew Janowczyk, Paula Toro, Germán Corredor, Jon Whitney +16 more

CT radiomic signature predicts survival and chemotherapy benefit in stage I and II HPV-associated oropharyngeal carcinoma

npj Precision Oncology(2023)10.1038/s41698-023-00404-w

N/A

0DataRank · unranked

10 citations

Kailin Yang, Vidya Sankar Viswanathan, Xiangxue Wang, Jonathan Lee, Sarah J. Stock +6 more

Machine learning driven index of tumor multinucleation correlates with survival and suppressed anti-tumor immunity in head and neck squamous cell carcinoma patients

Oral Oncology(2023)10.1016/j.oraloncology.2023.106459

N/A

0DataRank · unranked

11 citations

Mitchell J. Frederick, Lester D.�R. Thompson, Germán Corredor, Sirvan Khalighi, Zelin Zhang +13 more

Identifying primary tumor site of origin for liver metastases via a combination of handcrafted and deep learning features

The Journal of Pathology Clinical Research(2023)10.1002/cjp2.344

N/A

0DataRank · unranked

9 citations

Cheng Lu, Vidya Sankar Viswanathan, Brandon Maveal, Bhunesh Maheshwari, Joseph Willis +2 more

Beta-defensin index: A functional biomarker for oral cancer detection

Cell Reports Medicine(2024)10.1016/j.xcrm.2024.101447

N/A

0DataRank · unranked

13 citations

Yuncheng Man, Arwa Fraiwan, Christopher Waters, C. G. McKenzie, Cheng Lu +19 more

Large Language Models for Data Annotation and Synthesis: A Survey

(2024)10.18653/v1/2024.emnlp-main.54

N/A

0DataRank · unranked

137 citations

Dawei Li, Song Wang, Alimohammad Beigi, Bohan Jiang, Amrita Bhattacharjee +5 more

Large Language Models for Data Annotation and Synthesis: A Survey

arXiv (Cornell University)(2024)10.48550/arxiv.2402.13446

N/A

0DataRank · unranked

39 citations

Li, Dawei, Song Wang, Alimohammad Beigi, Bohan Jiang, Amrita Bhattacharjee +5 more

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)10.1016/s2589-7500(20)30225-9

N/A

0DataRank · unranked

81 citations

Kaustav Bera, Xiangxue Wang, Prateek Prasanna, Jun Xu, Andrew Janowczyk +12 more

Deep learning informed multimodal fusion of radiology and pathology to predict outcomes in HPV-associated oropharyngeal squamous cell carcinoma

EBioMedicine(2025)10.1016/j.ebiom.2025.105663

N/A

0DataRank · unranked

34 citations

Amaury Leroy, Kailin Yang, Tanmoy Dam, Xiangxue Wang, Himanshu Maurya +13 more