Publications

Jinjoo Shim, Elgar Fleisch, Filipe Barata (2024). XGBAge: Prediction and Identification of Factors Influencing Biological Age Using Wearable Accelerometer Data. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Jinjoo Shim, Sinziana Muraru, Rucsandra Dobrota, Elgar Fleisch, Oliver Distler, Filipe Barata (2024). Noninvasive, Multimodal Inflammatory Biomarker Discovery for Systemic Inflammation (NOVA Study): Protocol for a Cross-Sectional Study. JMIR Research Protocols.

Fan Wu, Patrick Langer, Jinjoo Shim, Elgar Fleisch, Filipe Barata (2024). Comparative Efficacy of Commercial Wearables for Circadian Rhythm Home Monitoring from Activity, Heart Rate, and Core Body Temperature. IEEE Journal of Biomedical Health Informatics.

Jinjoo Shim, Elgar Fleisch, Filipe Barata (2024). Circadian Rhythm Analysis Using Wearable-Based Accelerometry as a Digital Biomarker of Aging and Healthspan. npj Digital Medicine.

Filipe Barata, Jinjoo Shim, Fan Wu, Patrick Langer, Elgar Fleisch (2024). The Bitemporal Lens Model—toward a holistic approach to chronic disease prevention with digital biomarkers. JAMIA Open.

Jinjoo Shim, Elgar Fleisch, Filipe Barata (2023). Wearable-based accelerometer activity profile as digital biomarker of inflammation, biological age, and mortality using hierarchical clustering analysis in NHANES 2011–2014. Scientific Reports.

Jinjoo Shim, Elgar Fleisch, Filipe Barata (2023). Precise Segmentation of U.S. Adults from 24-Hour Wearable-based Physical Activity Profiles Using Machine Learning Clustering. In 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI).

Letizia Polito, Jinjoo Shim, Sara a Hurvitz, Chau T Dang, Adam Knott, Yolande Du Toit, Eleonora Restuccia, Thibaut Sanglier, Sandra M Swain (2023). Real-World First-Line Use of Pertuzumab With Different Taxanes for Human Epidermal Growth Factor Receptor 2-Positive Metastatic Breast Cancer: A Comparative Effectiveness Study Using US Electronic Health Records. JCO Oncology Practice.

Thibaut Sanglier, Jinjoo Shim, Neil Lamarre, Claudia Peña-Murillo, Vincent Antao, Filippo Montemurro (2023). Trastuzumab emtansine vs lapatinib and capecitabine in HER2-positive metastatic breast cancer brain metastases: A real-world study. The Breast.

Alexandra Drakaki, Preet K Dhillon, Heather Wakelee, Stephen Y Chui, Jinjoo Shim, Matthew Kent, Viraj Degaonkar, Tien Hoang, Virginia McNally, Patricia Luhn, Ralf Gutzmer (2020). Association of baseline systemic corticosteroid use with overall survival and time to next treatment in patients receiving immune checkpoint inhibitor therapy in real-world US oncology practice for advanced non-small cell lung cancer, melanoma, or urothelial carcinoma. Oncoimmunology.

Alexandra Drakaki, Preet K Dhillon, Heather Wakelee, Matthew Kent, Jinjoo Shim, Viraj Degaonkar, Tien Hoang, Virginia McNally, Stephen Y. Chui, Ralf Gutzmer (2019). Association of systemic corticosteroids with overall survival in patients receiving cancer immunotherapy for advanced melanoma, non-small cell lung cancer or urothelial cancer in routine clinical practice. Annals of Oncology.

John A. Romley, Andrew Delgado, Jinjoo Shim, Katharine Batt (2018). The Value of Novel Immuno-Oncology Treatments. The American Journal of Managed Care.

Joanna MacEwan, Thomas Gill, Kimberly Johnson, Jason Doctor, Jeff Sullivan, Jinjoo Shim, Darius Goldman (2018). Measuring Sarcopenia Severity in Older Adults and the Value of Effective Interventions. The Journal of Nutrition, Health and Aging.

Jason Shafrin, Jenny Griffith, Jinjoo Shim, Caroline Huber, Arijit Ganguli, Wade Aubry (2017). Geographic Variation in Diagnostic Ability and Quality of Care Metrics: A Case Study of Ankylosing Spondylitis and Low Back Pain. INQUIRY.

Jason Shafrin, Arijit Ganguli, Yuri Sanchez Gonzalez, Jinjoo Shim, Seth Seabury (2016). Geographic Variation in the Quality and Cost of Care for Patients with Rheumatoid Arthritis. Journal of Managed Care & Specialty Pharmacy.

Tiffany Shih, Craig Wakeford, Dennis Meletiche, Jesse Sussell, Adrienne Chung, Yanmei Liu, Jinjoo Shim, Darius Lakdawalla (2016). Reconsidering the Economic Value of Multiple Sclerosis Therapies. The American Journal of Managed Care.

Paul T. Fuglestad, Melanie M. Wall, Jinjoo Shim, Marla E. Eisenberg, Dianne Neumark-Sztainer (2016). Is Friendship Network Weight Status Associated with One’s Own Psychological Well-being? It Depends on One’s Own Weight Status. Journal of Social and Clinical Psychology.

Dawn L. Hershman, Alfred I. Neugut, Jinjoo Shim, Sherry Glied, Wei-Yann Tsai, Jason D. Wright (2014). Erythropoiesis-Stimulating Agent Use After Changes in Medicare Reimbursement Policies. Journal of Oncology Practice.

Benjamin a Spencer, Jinjoo Shim, Dawn L Hershman, Brad E Zacharia, Emerson a Lim, Mitchell C Benson, Alfred I Neugut (2014). Metastatic epidural spinal cord compression among elderly patients with advanced prostate cancer. Support Care Cancer.

Marla E. Eisenberg, Melanie Wall, Jinjoo Shim, Meg Bruening, Katie Loth, Dianne Neumark-Sztainer (2012). Associations between friends' disordered eating and muscle-enhancing behaviors. Social Science & Medicine.

Rex a Wright, Jinjoo Shim, Beverly K Hogan, Jessica Duncan, Casey Thomas (2012). Interactional influence of fatigue and task difficulty on cardiovascular response: demonstrations involving an aerobic exercise challenge. Psychophysiology.