Shiming Yang, Ph.D. - Publications

Affiliations: 
2013 Computer Science University of Maryland, Baltimore County, Baltimore, MD, United States 
Area:
Computer Science

19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Crawford AM, Yang S, Hu P, Li Y, Lozanova P, Scalea TM, Stein DM. Concomitant chest trauma and traumatic brain injury, biomarkers correlate with worse outcomes. The Journal of Trauma and Acute Care Surgery. 87: S146-S151. PMID 31246919 DOI: 10.1097/Ta.0000000000002256  0.328
2018 Melinosky C, Yang S, Hu P, Li H, Miller CHT, Khan I, Mackenzie C, Chang WT, Parikh G, Stein D, Badjatia N. Continuous Vital Sign Analysis to Predict Secondary Neurological Decline After Traumatic Brain Injury. Frontiers in Neurology. 9: 761. PMID 30319521 DOI: 10.3389/Fneur.2018.00761  0.362
2017 Hu PF, Yang S, Li HC, Stansbury LG, Yang F, Hagegeorge G, Miller C, Rock P, Stein DM, Mackenzie CF. Reliable Collection of Real-Time Patient Physiologic Data from less Reliable Networks: a "Monitor of Monitors" System (MoMs). Journal of Medical Systems. 41: 3. PMID 27817131 DOI: 10.1007/S10916-016-0648-5  0.318
2016 Dezman ZD, Gao C, Yang S, Hu P, Yao L, Li HC, Chang CI, Mackenzie C. Anomaly Detection Outperforms Logistic Regression in Predicting Outcomes in Trauma Patients. Prehospital Emergency Care : Official Journal of the National Association of Ems Physicians and the National Association of State Ems Directors. 1-6. PMID 27918852 DOI: 10.1080/10903127.2016.1241327  0.338
2016 Yang S, Menne A, Hu P, Stansbury L, Gao C, Dorsey N, Chiu W, Shackelford S, Mackenzie C. Acoustic sensor versus electrocardiographically derived respiratory rate in unstable trauma patients. Journal of Clinical Monitoring and Computing. PMID 27270963 DOI: 10.1007/S10877-016-9895-8  0.337
2016 Parimi N, Yang S, Hu PF, Li H, Onyekwelu I, Sult LA, Scalea TM, Stein D. Noninvasive Prediction of Neuroworsening in Patints with Traumatic Brain Injury Journal of the American College of Surgeons. 223: e93-e94. DOI: 10.1016/J.Jamcollsurg.2016.08.237  0.322
2015 Bonds BW, Hu P, Li Y, Yang S, Colton K, Gonchigar A, Cheriyan J, Grissom T, Fang R, Stein DM. Predictive value of hyperthermia and intracranial hypertension on neurological outcomes in patients with severe traumatic brain injury. Brain Injury. 1-6. PMID 26479461 DOI: 10.3109/02699052.2015.1075157  0.343
2015 Bonds BW, Yang S, Hu PF, Kalpakis K, Stansbury LG, Scalea TM, Stein DM. Predicting secondary insults after severe traumatic brain injury. The Journal of Trauma and Acute Care Surgery. 79: 85-90. PMID 26091319 DOI: 10.1097/Ta.0000000000000698  0.662
2015 Galvagno SM, Hu P, Yang S, Gao C, Hanna D, Shackelford S, Mackenzie C. Accuracy of continuous noninvasive hemoglobin monitoring for the prediction of blood transfusions in trauma patients. Journal of Clinical Monitoring and Computing. PMID 25753142 DOI: 10.1007/S10877-015-9671-1  0.328
2015 Kalpakis K, Yang S, Hu PF, Mackenzie CF, Stansbury LG, Stein DM, Scalea TM. Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injury. Computers in Biology and Medicine. 56: 167-74. PMID 25464358 DOI: 10.1016/J.Compbiomed.2014.11.007  0.664
2014 Yang S, Njoku M, Mackenzie CF. 'Big data' approaches to trauma outcome prediction and autonomous resuscitation. British Journal of Hospital Medicine (London, England : 2005). 75: 637-41. PMID 25383434 DOI: 10.12968/Hmed.2014.75.11.637  0.332
2014 Colton K, Yang S, Hu PF, Chen HH, Bonds B, Stansbury LG, Scalea TM, Stein DM. Pharmacologic Treatment Reduces Pressure Times Time Dose and Relative Duration of Intracranial Hypertension. Journal of Intensive Care Medicine. PMID 25320157 DOI: 10.1177/0885066614555692  0.312
2014 Yang S, Kalpakis K, Biem A. Detecting road traffic events by coupling multiple timeseries with a nonparametric bayesian method Ieee Transactions On Intelligent Transportation Systems. 15: 1936-1946. DOI: 10.1109/Tits.2014.2305334  0.645
2013 Stein DM, Brenner M, Hu PF, Yang S, Hall EC, Stansbury LG, Menaker J, Scalea TM. Timing of intracranial hypertension following severe traumatic brain injury. Neurocritical Care. 18: 332-40. PMID 23494545 DOI: 10.1007/S12028-013-9832-3  0.344
2013 Chen SY, Yang S, Kalpakis K, Chang CI. Low rank decomposition-based anomaly detection Proceedings of Spie - the International Society For Optical Engineering. 8743. DOI: 10.1117/12.2015652  0.628
2013 Yang S, Kalpakis K, Biem A. Spatio-temporal coupled Bayesian Robust Principal Component Analysis for road traffic event detection Ieee Conference On Intelligent Transportation Systems, Proceedings, Itsc. 392-398. DOI: 10.1109/ITSC.2013.6728263  0.62
2012 Yang S, Kalpakis K, Biem A. An adaptive observation site selection strategy for road traffic data assimilation Iwcts 2012 - 5th Acm Sigspatial International Workshop On Computational Transportation Science. 2-7. DOI: 10.1145/2442942.2442944  0.617
2012 Yang S, Kalpakis K, MacKenzie CF, Stansbury LG, Stein DM, Scalea TM, Hu PF. Online recovery of missing values in vital signs data streams using low-rank matrix completion Proceedings - 2012 11th International Conference On Machine Learning and Applications, Icmla 2012. 1: 281-287. DOI: 10.1109/ICMLA.2012.55  0.604
2012 Kalpakis K, Yang S, Hu PF, MacKenzie CF, Stansbury LG, Stein DM, Scalea TM. Outcome prediction for patients with severe traumatic brain injury using permutation entropy analysis of electronic vital signs data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7376: 415-426. DOI: 10.1007/978-3-642-31537-4_33  0.64
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