Jingjing Zou

Title(s)Assistant Professor In Residence, Herbert Wertheim School of Public Health & Human Longevity Science
SchoolVc-health Sciences-schools
Address9500 Gilman Drive #
La Jolla CA 92093
ORCID ORCID Icon0000-0002-4749-105X Additional info
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    Collapse Biography 
    Collapse Education and Training
    Columbia University, New York, NYPhDStatistics
    Columbia University, New York, NYMAStatistics
    Peking University, Beijing, ChinaBSStatistics

    Collapse Research 
    Collapse Research Activities and Funding
    Examining Longitudinal Changes in Accelerometer-Measured Physical Activity in Preventing Cardiovascular Disease with Novel Function Data Analysis Approaches
    NIH/NHLBI 1R01HL166802-01A1Jan 1, 2024 - Dec 31, 2028
    Role: Principal Investigator
    Advanced diffusion MRI for evaluating early response to radiation treatment in cervical cancer
    NIH R37CA249659Apr 1, 2021 - Mar 31, 2026
    Role: Co-Investigator
    Multi-atlas and whole body radiomics approaches for image-guided treatment of gynecologic cancers
    NIH R01CA255780Mar 1, 2020 - Feb 29, 2024
    Role: Co-Investigator

    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Effect of Phase Encoding Direction on Image Quality in Single-Shot EPI Diffusion-Weighted Imaging of the Breast. J Magn Reson Imaging. 2024 Feb 28. Rodríguez-Soto AE, Zou J, Loubrie S, Ebrahimi S, Jordan S, Schlein A, Lim V, Ojeda-Fournier H, Rakow-Penner R. PMID: 38418419.
      View in: PubMed   Mentions:    Fields:    
    2. The effect of extracellular matrix on the precision medicine utility of pancreatic cancer patient-derived organoids. JCI Insight. 2024 Jan 09; 9(1). Lumibao JC, Okhovat SR, Peck KL, Lin X, Lande K, Yomtoubian S, Ng I, Tiriac H, Lowy AM, Zou J, Engle DD. PMID: 38051586; PMCID: PMC10906458.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansAnimalsCells
    3. A Riemann Manifold Model Framework for Longitudinal Changes in Physical Activity Patterns. The Annals of Applied Statistics. 2023; 17(4):3216-3240. J Zou, T Lin, C Di, J Bellettiere, M M Jankowska, S J Hartman, D D Sears, A Z LaCroix, C L Rock, L Natarajan. View Publication.
    4. Optimizing campus-wide COVID-19 test notifications with interpretable wastewater time-series features using machine learning models. Sci Rep. 2023 11 24; 13(1):20670. Lin T, Karthikeyan S, Satterlund A, Schooley R, Knight R, De Gruttola V, Martin N, Zou J. PMID: 38001346; PMCID: PMC10673837.
      View in: PubMed   Mentions:    Fields:    Translation:HumansPHPublic Health
    5. Community-engaged optimization of COVID-19 rapid evaluation and testing experiences: roll-out implementation optimization trial. Implement Sci. 2023 10 02; 18(1):46. Stadnick NA, Laurent LC, Cain KL, Seifert M, Burola ML, Salgin L, Watson P, Oswald W, Munoz FA, Velasquez SF, Smith JD, Zou J, Rabin BA. PMID: 37784200; PMCID: PMC10544564.
      View in: PubMed   Mentions:    Fields:    Translation:HumansPHPublic Health
    6. Low movement, deep-learned sitting patterns, and sedentary behavior in the International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE). Int J Obes (Lond). 2023 11; 47(11):1100-1107. Hibbing PR, Carlson JA, Steel C, Greenwood-Hickman MA, Nakandala S, Jankowska MM, Bellettiere J, Zou J, LaCroix AZ, Kumar A, Katzmarzyk PT, Natarajan L. PMID: 37580374; PMCID: PMC10714872.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    7. Structural connectome quantifies tumour invasion and predicts survival in glioblastoma patients. Brain. 2023 04 19; 146(4):1714-1727. Wei Y, Li C, Cui Z, Mayrand RC, Zou J, Wong ALKC, Sinha R, Matys T, Schönlieb CB, Price SJ. PMID: 36189936; PMCID: PMC10115235.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    8. Larger cerebral cortex is genetically correlated with greater frontal area and dorsal thickness. Proc Natl Acad Sci U S A. 2023 03 14; 120(11):e2214834120. Makowski C, Wang H, Srinivasan A, Qi A, Qiu Y, van der Meer D, Frei O, Zou J, Visscher PM, Yang J, Chen CH. PMID: 36893272; PMCID: PMC10089183.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    9. Outcomes from a 3-fraction high-dose-rate brachytherapy regimen for patients with cervical cancer. Brachytherapy. 2023 May-Jun; 22(3):317-324. Williamson CW, Kotha NV, Zou J, Brown D, Scanderbeg D, Rash D, Einck J, Yashar C, Mell LK, Mayadev J. PMID: 36631374.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    10. CHAP-child: an open source method for estimating sit-to-stand transitions and sedentary bout patterns from hip accelerometers among children. International Journal of Behavioral Nutrition and Physical Activity. 2022; 19(1):1-10. J A Carlson, N D Ridgers, S Nakandala, R Zablocki, F Tuz-Zahra, J Bellettiere, P R Hibbing, C Steel, M M Jankowska, D E Rosenberg, M A Greenwood-Hickman, J Zou, A Z LaCroix, A Kumar, L Natarajan.
    11. Quantitative prediction of aspiration risk in head and neck cancer patients treated with radiation therapy. Oral Oncol. 2022 Nov 19; 136:106247. Liu HC, Williamson CW, Zou J, Todd JR, Nelson TJ, Hill LM, Linnemeyer KE, Henderson G, Madgula P, Faung B, Sacco AG, Vitzthum LK, Weissbrod PA, Blumenfeld LS, Mell LK. PMID: 36410204.
      View in: PubMed   Mentions: 4     Fields:    
    12. Out-of-Distribution Detection via Conditional Kernel Independence Model. Advances in Neural Information Processing Systems (NeurIPS 2022). 2022. Y Wang, J Zou, J Lin, Q Ling, Y Pan, T Yao, T Mei.
    13. Longitudinal Associations Between Timing of Physical Activity Accumulation and Health: Application of Functional Data Methods. Statistics in Biosciences. 2022; 1-21. W Lin, J Zou, C Di, D D Sears, C L Rock, L Natarajan.
    14. Longitudinal Associations Between Timing of Physical Activity Accumulation and Health: Application of Functional Data Methods. Stat Biosci. 2023 Jul; 15(2):309-329. Lin W, Zou J, Di C, Sears DD, Rock CL, Natarajan L. PMID: 37383028; PMCID: PMC10299778.
      View in: PubMed   Mentions: 2  
    15. CHAP-Adult: A Reliable and Valid Algorithm to Classify Sitting and Measure Sitting Patterns Using Data From Hip-Worn Accelerometers in Adults Aged 35. J Meas Phys Behav. 2022 Dec; 5(4):215-223. Bellettiere J, Nakandala S, Tuz-Zahra F, Winkler EAH, Hibbing PR, Healy GN, Dunstan DW, Owen N, Greenwood-Hickman MA, Rosenberg DE, Zou J, Carlson JA, Di C, Dillon LW, Jankowska MM, LaCroix AZ, Ridgers ND, Zablocki R, Kumar A, Natarajan L. PMID: 38260182; PMCID: PMC10803054.
      View in: PubMed   Mentions:
    16. CHAP-Adult: A Reliable and Valid Algorithm to Classify Sitting and Measure Sitting Patterns Using Data From Hip-Worn Accelerometers in Adults Aged 35+. 2022. J Bellettiere, S Nakandala, F Tuz-Zahra, E AH Winkler, P R Hibbing, G N Healy, D W Dunstan, N Owen, M A Greenwood-Hickman, D E Rosenberg, J Zou, J A Carlson, C Di, L W Dillon, M M Jankowska, A Z LaCroix, N D Ridgers, R Zablocki, A Kumar, L Natarajan.
    17. CHAP-child: an open source method for estimating sit-to-stand transitions and sedentary bout patterns from hip accelerometers among children. Int J Behav Nutr Phys Act. 2022 08 26; 19(1):109. Carlson JA, Ridgers ND, Nakandala S, Zablocki R, Tuz-Zahra F, Bellettiere J, Hibbing PR, Steel C, Jankowska MM, Rosenberg DE, Greenwood-Hickman MA, Zou J, LaCroix AZ, Kumar A, Natarajan L. PMID: 36028890; PMCID: PMC9419346.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    18. Bias Reduction through Analysis of Competing Events (BRACE) Correction to Address Cancer Treatment Selection Bias in Observational Data. Clin Cancer Res. 2022 05 02; 28(9):1832-1840. Williamson CW, Nelson TJ, Thompson CA, Vitzthum LK, Zakeri K, Riviere PJ, Bryant AK, Sharabi AB, Zou J, Mell LK. PMID: 35140122.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    19. Clustering of Genetic Effects on Cortical Morphology and Links to Psychiatric Disorders. Biological Psychiatry. 2022; 91(9). C Makowski, D van der Meer, W Dong, H Wang, Y Wu, J Zou, C Liu, S B Rosenthal, D J Hagler, C C Fan, W S Kremen, O A Andreassen, T L Jernigan, A M Dale, K Zhang, P M Visscher, J Yang, C-H Chen. View Publication.
    20. Post-Treatment Evaluation of Swallowing Function Using Quantitative Videofluoroscopy in Head and Neck Patients Undergoing Immunoradiotherapy or Chemoradiotherapy. International Journal of Radiation Oncology, Biology, Physics. 2022; 112(5):e57. Hannah C Liu, Lucas Vitzthum, Casey W Williamson, Lindsay M Hill, Jingjing Zou, Tyler J Nelson, Brian Faung, Kristen Linnemeyer, Jacob R Todd, Assuntina Sacco, Parag Sanghvi, Andrew Sharabi, Joseph A Califano, Liza Blumenfeld, Loren K Mell. View Publication.
    21. Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration. Advances in Neural Information Processing Systems. 2022; 34. Y Wang, J Lin, J Zou, Y Pan, T Yao, T Mei. View Publication.
    22. Validation of NRG Oncology's prognostic nomograms for oropharyngeal cancer in the Veterans Affairs database. Cancer. 2022 05 15; 128(10):1948-1957. Nelson TJ, Thompson CA, Zou J, Kumar A, Sangchan P, Williamson CW, Vitzthum LK, Sharabi AB, Murphy JD, Fakhry CA, Mell LK. PMID: 35194791.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    23. Discovery of genomic loci of the human cerebral cortex using genetically informed brain atlases. Science. 2022 02 04; 375(6580):522-528. Makowski C, van der Meer D, Dong W, Wang H, Wu Y, Zou J, Liu C, Rosenthal SB, Hagler DJ, Fan CC, Kremen WS, Andreassen OA, Jernigan TL, Dale AM, Zhang K, Visscher PM, Yang J, Chen CH. PMID: 35113692; PMCID: PMC9469470.
      View in: PubMed   Mentions: 20     Fields:    Translation:HumansCells
    24. The CNN Hip Accelerometer Posture (CHAP) Method for Classifying Sitting Patterns from Hip Accelerometers: A Validation Study. Med Sci Sports Exerc. 2021 11 01; 53(11):2445-2454. Greenwood-Hickman MA, Nakandala S, Jankowska MM, Rosenberg DE, Tuz-Zahra F, Bellettiere J, Carlson J, Hibbing PR, Zou J, Lacroix AZ, Kumar A, Natarajan L. PMID: 34033622; PMCID: PMC8516667.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    25. Improved Prognosis of Treatment Failure in Cervical Cancer with Nontumor PET/CT Radiomics. J Nucl Med. 2022 07; 63(7):1087-1093. Yusufaly TI, Zou J, Nelson TJ, Williamson CW, Simon A, Singhal M, Liu H, Wong H, Saenz CC, Mayadev J, McHale MT, Yashar CM, Eskander R, Sharabi A, Hoh CK, Obrzut S, Mell LK. PMID: 34711618; PMCID: PMC9258568.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    26. Rapid, Large-Scale Wastewater Surveillance and Automated Reporting System Enable Early Detection of Nearly 85% of COVID-19 Cases on a University Campus. mSystems. 2021 Aug 31; 6(4):e0079321. Karthikeyan S, Nguyen A, McDonald D, Zong Y, Ronquillo N, Ren J, Zou J, Farmer S, Humphrey G, Henderson D, Javidi T, Messer K, Anderson C, Schooley R, Martin NK, Knight R. PMID: 34374562; PMCID: PMC8409724.
      View in: PubMed   Mentions: 56     Fields:    
    27. Distinct Regionalization Patterns of Cortical Morphology are Associated with Cognitive Performance Across Different Domains. Cerebral Cortex. 2021; 31(8):3856–3871. C E Palmer, W Zhao, R Loughnan, J Zou, C C Fan, W K Thompson, A M Dale, T L Jernigan.
    28. Correction of Artifacts Induced by B0 Inhomogeneities in Breast MRI Using Reduced-Field-of-View Echo-Planar Imaging and Enhanced Reversed Polarity Gradient Method. J Magn Reson Imaging. 2021 05; 53(5):1581-1591. Rodríguez-Soto AE, Fang LK, Holland D, Zou J, Park HH, Keenan KE, Bartsch H, Kuperman J, Wallace AM, Hahn M, Ojeda-Fournier H, Dale AM, Rakow-Penner R. PMID: 33644939.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    29. Application of Convolutional Neural Network Algorithms for Advancing Sedentary and Activity Bout Classification. J Meas Phys Behav. 2021 Jun; 4(2):102-110. Nakandala S, Jankowska MM, Tuz-Zahra F, Bellettiere J, Carlson JA, LaCroix AZ, Hartman SJ, Rosenberg DE, Zou J, Kumar A, Natarajan L. PMID: 34458688; PMCID: PMC8389343.
      View in: PubMed   Mentions: 8  
    30. Competing Risk Analysis to Address Selection Bias in Comparative Effectiveness Research. International Journal of Radiation Oncology, Biology, Physics. 2020; 108(3):S145-S146. CW Williamson, L Vitzthum, J Zou, K Zakeri, A Sharabi, JD Murphy, LK Mell.
    31. Whole-Body Radiomics for Prediction of Treatment Failure in Cervical Cancer. International Journal of Radiation Oncology, Biology, Physics. 2020; 108(3). T Yusufaly, J Zou, TJ Nelson, M Singhal, H Wong, CW Williamson, C Saenz, JS Mayadev, M McHale, CM Yashar, R Eskander, LK Mell.
    32. Efficiency in Lung Transplant Allocation Strategies. Annals of Applied Statistics. 2020; 14(3):1088-1121. J Zou, DJ Lederer, D Rabinowitz.
    33. Relation of Statin Use Prior to Admission to Severity and Recovery Among COVID-19 Inpatients. Am J Cardiol. 2020 12 01; 136:149-155. Daniels LB, Sitapati AM, Zhang J, Zou J, Bui QM, Ren J, Longhurst CA, Criqui MH, Messer K. PMID: 32946859; PMCID: PMC7492151.
      View in: PubMed   Mentions: 84     Fields:    Translation:HumansCellsPHPublic Health
    34. Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures. Alzheimers Dement (N Y). 2020; 6(1):e12071. Banks SJ, Qiu Y, Fan CC, Dale AM, Zou J, Askew B, Feldman HH, Alzheimer's Disease Neuroimaging Initiative. PMID: 32999917; PMCID: PMC7507583.
      View in: PubMed   Mentions: 8  
    35. Extreme Value Analysis Without the Largest Values: What can be Done?. Probability in the Engineering and Informational Sciences. 2020; 34(2):200-220. J Zou, R A Davis, G Samorodnitsky.
    36. Intratumoral Heterogeneity of Glioblastoma Infiltration Revealed by Joint Histogram Analysis of Diffusion Tensor Imaging. Neurosurgery. 2019 10 01; 85(4):524-534. Li C, Wang S, Yan JL, Piper RJ, Liu H, Torheim T, Kim H, Zou J, Boonzaier NR, Sinha R, Matys T, Markowetz F, Price SJ. PMID: 30239840.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    37. Low perfusion compartments in glioblastoma quantified by advanced magnetic resonance imaging and correlated with patient survival. Radiother Oncol. 2019 05; 134:17-24. Li C, Yan JL, Torheim T, McLean MA, Boonzaier NR, Zou J, Huang Y, Yuan J, van Dijken BRJ, Matys T, Markowetz F, Price SJ. PMID: 31005212; PMCID: PMC6486398.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    38. Confronting fear using exposure and response prevention for anorexia nervosa: A randomized controlled pilot study. Int J Eat Disord. 2014 Mar; 47(2):174-80. Steinglass JE, Albano AM, Simpson HB, Wang Y, Zou J, Attia E, Walsh BT. PMID: 24488838; PMCID: PMC3927538.
      View in: PubMed   Mentions: 43     Fields:    Translation:Humans
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