Shiming Yang

发表

Predictive value of hyperthermia and intracranial hypertension on neurological outcomes in patients with severe traumatic brain injury

D. Stein, B. Bonds, P. Hu, 2015, Brain injury.

Predicting secondary insults after severe traumatic brain injury

K. Kalpakis, T. Scalea, D. Stein, 2015, The journal of trauma and acute care surgery.

Linking Big Data and Prediction Strategies: Tools, Pitfalls, and Lessons Learned

Shiming Yang, Lynn G. Stansbury, Peter F. Hu, 2019, Critical care medicine.

Timing of Intracranial Hypertension Following Severe Traumatic Brain Injury

T. Scalea, D. Stein, J. Menaker, 2013, Neurocritical Care.

Comparison of Automated and Manual Recording of Brief Episodes of Intracranial Hypertension and Cerebral Hypoperfusion and Their Association with Outcome After Severe Traumatic Brain Injury

C. Mackenzie, D. Stein, P. Hu, 2017 .

Using ordinal patterns and permutation entropy to predict outcomes of severe traumatic brain injury patients

K. Kalpakis, T. Scalea, C. Mackenzie, 2012 .

Responsiveness to therapy for increased intracranial pressure in traumatic brain injury is associated with neurological outcome.

T. Scalea, D. Stein, P. Hu, 2014, Injury.

Design of Vendor-neutral Platform for Fast Prototype Model Verification and Deployment

Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, 2014, AMIA.

Critical errors in infrequently performed trauma procedures after training.

M. Bowyer, E. Elster, S. Shackelford, 2019, Surgery.

Continuous Vital Sign Analysis to Predict Secondary Neurological Decline After Traumatic Brain Injury

N. Badjatia, C. Mackenzie, D. Stein, 2018, Front. Neurol..

Extended resuscitative endovascular balloon occlusion of the aorta (REBOA)-induced type 2 myocardial ischemia: a time-dependent penalty

Samuel M. Galvagno, W. Teeter, T. Scalea, 2019, Trauma Surgery & Acute Care Open.

Traumatic cardiac arrest and resuscitative endovascular balloon occlusion of the aorta (REBOA): a preliminary analysis utilizing high fidelity invasive blood pressure recording and videography

W. Teeter, T. Scalea, D. Stein, 2018, European journal of trauma and emergency surgery : official publication of the European Trauma Society.

Concise Definitive Review

Peter J. Rock, P. Hu, Shiming Yang, 2019 .

Leveraging Continuous Vital Sign Measurements for Real-Time Assessment of Autonomic Nervous System Dysfunction After Brain Injury: A Narrative Review of Current and Future Applications

P. Hu, Shiming Yang, Jamie E. Podell, 2022, Neurocritical Care.

Resuscitative Endovascular Balloon Occlusion of the Aorta Improves Cardiac Compression Fraction Versus Resuscitative Thoracotomy in Patients in Traumatic Arrest

W. Teeter, T. Scalea, D. Stein, 2018, Annals of emergency medicine.

Fit to Fly Biomarkers after Severe Traumatic Brain Injury with or without Additional Severe Trauma (Multi-Trauma)

D. Stein, P. Hu, Shiming Yang, 2019 .

Blood Transfusion Indicators Following Trauma in the Non-Massively Bleeding Patient.

T. Scalea, C. Mackenzie, D. Stein, 2018, Annals of clinical and laboratory science.

Examination of hemodynamics in patients in hemorrhagic shock undergoing Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA).

W. Teeter, T. Scalea, P. Hu, 2019, Injury.

Arterial waveform morphomics during hemorrhagic shock

Samuel M. Galvagno, W. Teeter, T. Scalea, 2019, European Journal of Trauma and Emergency Surgery.

Open chest cardiac massage offers no benefit over closed chest compressions in patients with traumatic cardiac arrest

T. Scalea, D. Stein, B. Bonds, 2016, The journal of trauma and acute care surgery.

Life over Limb: Lower Extremity Ischemia in the Setting of Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA)

W. Teeter, T. Scalea, D. Stein, 2018, The American surgeon.

'Big data' approaches to trauma outcome prediction and autonomous resuscitation.

Shiming Yang, Colin F Mackenzie, C. Mackenzie, 2014, British journal of hospital medicine.

Permutation entropy analysis of vital signs data for outcome prediction of patients with severe traumatic brain injury

Konstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, 2015, Comput. Biol. Medicine.

Comparison of massive and emergency transfusion prediction scoring systems after trauma with a new Bleeding Risk Index score applied in-flight.

Samuel M. Galvagno, T. Scalea, C. Mackenzie, 2021, The journal of trauma and acute care surgery.

TA502408 268..273

T. Scalea, C. Mackenzie, D. Stein, 2021 .

Predicting blood transfusion using automated analysis of pulse oximetry signals and laboratory values

Amechi N. Anazodo, S. Shackelford, C. Mackenzie, 2015, The journal of trauma and acute care surgery.

Directed Use of the Internet for Health Information by Patients With Chronic Kidney Disease: Prospective Cohort Study

Shiming Yang, C. Diamantidis, P. Hu, 2013, Journal of medical Internet research.

Use of Resuscitative Endovascular Balloon Occlusion of the Aorta for Proximal Aortic Control in Patients With Severe Hemorrhage and Arrest

W. Teeter, T. Scalea, D. Stein, 2017, JAMA surgery.

Intracranial pressure response after pharmacologic treatment of intracranial hypertension

T. Scalea, D. Stein, B. Bonds, 2014, The journal of trauma and acute care surgery.

Exclusive clinical experience with a lower profile device for resuscitative endovascular balloon occlusion of the aorta (REBOA).

W. Teeter, T. Scalea, D. Stein, 2019, American journal of surgery.

Effect of Severe Traumatic Hemorrhage on Large Arterial Diameter as Determined by Computed Tomography (CT)

T. Scalea, Shiming Yang, M. Brenner, 2018 .

Enhanced Training Benefits of Video Recording Surgery With Automated Hand Motion Analysis

V. Shalin, S. Shackelford, C. Mackenzie, 2021, World Journal of Surgery.

Usability of a CKD educational website targeted to patients and their family members.

Shiming Yang, C. Diamantidis, P. Hu, 2012, Clinical journal of the American Society of Nephrology : CJASN.

A novel method of calculating stroke volume using point-of-care echocardiography

W. Teeter, T. Scalea, P. Hu, 2019, Cardiovascular Ultrasound.

Concomitant Chest Trauma and Traumatic Brain Injury, Biomarkers Correlate with Worse Outcomes.

T. Scalea, D. Stein, P. Hu, 2019, The journal of trauma and acute care surgery.

Anomaly Detection Outperforms Logistic Regression in Predicting Outcomes in Trauma Patients

Chein-I. Chang, C. Mackenzie, P. Hu, 2017, Prehospital emergency care : official journal of the National Association of EMS Physicians and the National Association of State EMS Directors.

Noninvasive Intracranial Pressure Monitoring Using Advanced Machine Learning Techniques

Konstantinos Kalpakis, Shiming Yang, Lynn G. Stansbury, 2013 .

Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix Completion

Konstantinos Kalpakis, Shiming Yang, Peter Fu-Ming Hu, 2012, 2012 11th International Conference on Machine Learning and Applications.

Rapid prediction of secondary neurologic decline after traumatic brain injury: a data analytic approach

P. Hu, Shiming Yang, Jamie E. Podell, 2023, Scientific Reports.

Outcome Prediction for Patients with Severe Traumatic Brain Injury Using Permutation Entropy Analysis of Electronic Vital Signs Data

K. Kalpakis, T. Scalea, C. Mackenzie, 2012, MLDM.

Acoustic sensor versus electrocardiographically derived respiratory rate in unstable trauma patients

S. Shackelford, C. Mackenzie, P. Hu, 2017, Journal of Clinical Monitoring and Computing.

Trends of Hemoglobin Oximetry: Do They Help Predict Blood Transfusion During Trauma Patient Resuscitation?

Amechi N. Anazodo, C. Mackenzie, P. Hu, 2016, Anesthesia and analgesia.

Automated continuous vital signs predict use of uncrossed matched blood and massive transfusion following trauma

Shiming Yang, Peter F Hu, Thomas M Scalea, 2016, The journal of trauma and acute care surgery.

Accuracy of continuous noninvasive hemoglobin monitoring for the prediction of blood transfusions in trauma patients

Samuel M. Galvagno, S. Shackelford, C. Mackenzie, 2015, Journal of Clinical Monitoring and Computing.

Prehospital continuous vital signs predict need for resuscitative endovascular balloon occlusion of the aorta and resuscitative thoracotomy prehospital continuous vital signs predict resuscitative endovascular balloon occlusion of the aorta

T. Scalea, P. Hu, Shiming Yang, 2021 .

Trauma Outcome Prediction in the Era of Big Data: From Data Collection to Analytics

Shiming Yang, Colin F. Mackenzie, Peter Hu, 2018, Signal Processing and Machine Learning for Biomedical Big Data.

Sensor-Free Computer Vision Hand-Motion Entropy and Video Analysis of Technical Performance During Open Vascular Surgery: Proof of Concept for Methodology

Shiming Yang, Colin F. Mackenzie, Valerie Shalin, 2016 .

T. Scalea, P. Hu, Shiming Yang, 2021, The journal of trauma and acute care surgery.

Examination of hemodynamics in patients in hemorrhagic shock undergoing Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA).

W. Teeter, T. Scalea, P. Hu, 2019, Injury.

Reliable Collection of Real-Time Patient Physiologic Data from less Reliable Networks: a “Monitor of Monitors” System (MoMs)

Shiming Yang, Peter Fu-Ming Hu, Colin F. Mackenzie, 2016, Journal of Medical Systems.

Utilizing ultra-early continuous physiologic data to develop automated measures of clinical severity in a traumatic brain injury population

Shiming Yang, N. Badjatia, Gunjan Y. Parikh, 2024, Scientific reports.