Data Mining and Statistical Analysis Faculty: Shawn Cheng, Rama Kavuluru

journal article | 2021

Rhudy C, Perry CL, Singleton M, Talbert J, Barrett TA

Chronic opioid use is associated with early biologic discontinuation in inflammatory bowel disease

Alimentary pharmacology & therapeutics

journal article | 2021

Bogie KM, Roggenkamp SK, Zeng N, Seton JM, Schwartz KR, Henzel MK, Richmond MA, Sun J, Zhang GQ

Development of Predictive Informatics Tool Using Electronic Health Records to Inform Personalized Evidence-Based Pressure Injury Management for Veterans with Spinal Cord Injury

Military medicine

journal article | 2021

Tran T, Ickes MJ, Hester JW, Kavuluru R

Identifying current Juul users among emerging adults through Twitter feeds

International journal of medical informatics

other | 2021

Bennett TD, Moffitt RA, Hajagos JG, Amor B, Anand A, Bissell MM, Bradwell KR, Bremer C, Byrd JB, Denham A, DeWitt PE, Gabriel D, Garibaldi BT, Girvin AT, Guinney J, Hill EL, Hong SS, Jimenez H, Kavuluru R, Kostka K, Lehmann HP, Levitt E, Mallipattu SK, Manna A, McMurry JA, Morris M, Muschelli J, Neumann AJ, Palchuk MB, Pfaff ER, Qian J, Qureshi N, Russell S, Spratt H, Walden A, Williams AE, Wooldridge JT, Yoo YJ, Zhang XT, Zhu RL, Austin CP, Saltz JH, Gersing KR, Haendel MA, Chute CG

The National COVID Cohort Collaborative: Clinical Characterization and Early Severity Prediction

medRxiv : the preprint server for health sciences

other | 2021

Kavuluru R, Noh J, Rose SW

Twitter Discourse on Nicotine as Potential Prophylactic or Therapeutic for COVID-19

medRxiv : the preprint server for health sciences

journal article | 2020

Peng J, Zhu L, Wang Y, Chen J

Mining Relationships among Multiple Entities in Biological Networks

IEEE ACM Trans. Comput. Biol. Bioinform.

other | 2020

Hammond TC, Xing X, Wang C, Ma D, Nho K, Crane PK, Elahi F, Ziegler D, Liang G, Cheng Q, Yanckello LM, Jacob N, Lin AL

β-Amyloid and Tau drive early Alzheimer’s disease decline while glucose hypometabolism drives late decline

Communications Biology

journal article | 2020

Winder Z, Sudduth TL, Fardo D, Cheng Q, Goldstein LB, Nelson PT, Schmitt FA, Jicha GA, Wilcock DM

Hierarchical Clustering Analyses of Plasma Proteins in Subjects With Cardiovascular Risk Factors Identify Informative Subsets Based on Differential Levels of Angiogenic and Inflammatory Biomarkers

Front Neurosci

journal article | 2020

Gao S, Alawad M, Schaefferkoetter N, Penberthy L, Wu XC, Durbin EB, Coyle L, Ramanathan A, Tourassi G

Using case-level context to classify cancer pathology reports

PloS one

journal article | 2020

Yoon HJ, Klasky HB, Gounley JP, Alawad M, Gao S, Durbin EB, Wu XC, Stroup A, Doherty J, Coyle L, Penberthy L, Blair Christian J, Tourassi GD

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports

Journal of biomedical informatics