Author details

Full Name

Dennis H Murphree

Affiliation

Mayo Clinic

ORCID

Career Start Year

2015

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37317975	Artificial intelligence for automatic detection of basal cell carcinoma from frozen tissue tangential biopsies.	Clin Exp Dermatol	2024
36715723	Development of the lichen planus quality of life questionnaire (LPQoL) informed by expert clinician input and patient feedback: a retrospective survey study.	Arch Dermatol Res	2023
31353200	Estimation of manual wheelchair-based activities in the free-living environment using a neural network model with inertial body-worn sensors.	J Electromyogr Kinesiol	2022
35403261	Sequential organ failure assessment score improves survival prediction for left ventricular assist device recipients in intensive care.	Artif Organs	2022
35535982	Artificial intelligence for the evaluation of peripheral artery disease using arterial Doppler waveforms to predict abnormal ankle-brachial index.	Vasc Med	2022
35227666	Risk Prediction Model for 6-Month Mortality for Patients Discharged to Skilled Nursing Facilities.	J Am Med Dir Assoc	2022
34780813	Temporal Trends, Predictors and Outcomes of Inpatient Palliative Care Use in Cardiac Arrest Complicating Acute Myocardial Infarction.	Resuscitation	2022
32434009	Deep learning for dermatologists: Part I. Fundamental concepts.	J Am Acad Dermatol	2022
32428608	Deep learning for dermatologists: Part II. Current applications.	J Am Acad Dermatol	2022
34001337	Temporal Trends, Management and Outcomes of Acute Myocardial Infarction with Concomitant Respiratory Infections.	Am J Cardiol	2021
36713103	Machine learning aids clinical decision-making in patients presenting with angina and non-obstructive coronary artery disease.	Eur Heart J Digit Health	2021
33704924	Fibrinolysis vs. primary percutaneous coronary intervention for ST-segment elevation myocardial infarction cardiogenic shock.	ESC Heart Fail	2021
33611523	Improving the delivery of palliative care through predictive modeling and healthcare informatics.	J Am Med Inform Assoc	2021
33775107	Right Ventricular Pulmonary Artery Coupling and Mortality in Cardiac Intensive Care Unit Patients.	J Am Heart Assoc	2021
33748852	Electrocardiogram screening for aortic valve stenosis using artificial intelligence.	Eur Heart J	2021
33497698	Red blood cell transfusion threshold and mortality in cardiac intensive care unit patients.	Am Heart J	2021
34524266	Outcomes Associated With Norepinephrine Use Among Cardiac Intensive Care Unit Patients with Severe Shock.	Shock	2021
34218880	Artificial Intelligence-Enhanced Electrocardiogram for the Early Detection of Cardiac Amyloidosis.	Mayo Clin Proc	2021
31169766	Temporal Trends and Clinical Outcomes Associated with Vasopressor and Inotrope Use in The Cardiac Intensive Care Unit.	Shock	2020
31999370	Early noncardiovascular organ failure and mortality in the cardiac intensive care unit.	Clin Cardiol	2020
31986993	Predictive Value of the Get With The Guidelines Heart Failure Risk Score in Unselected Cardiac Intensive Care Unit Patients.	J Am Heart Assoc	2020
31914877	Abnormal Serum Sodium is Associated With Increased Mortality Among Unselected Cardiac Intensive Care Unit Patients.	J Am Heart Assoc	2020
32833995	Complications from percutaneous-left ventricular assist devices versus intra-aortic balloon pump in acute myocardial infarction-cardiogenic shock.	PLoS One	2020
32772371	Î²3 integrin immunohistochemistry as a method to predict sentinel lymph node status in patients with primary cutaneous melanoma.	Int J Dermatol	2020
32767453	COVID-19: An opportunity to build dermatology's digital future.	Dermatol Ther	2020
32305724	Admission diagnosis and mortality risk prediction in a contemporary cardiac intensive care unit population.	Am Heart J	2020
32516450	Primary cutaneous melanoma risk stratification using a clinicopathologic and gene expression model: a pilot study.	Int J Dermatol	2020
30612068	Severity of illness assessment with application of the APACHE IV predicted mortality and outcome trends analysis in an academic cardiac intensive care unit.	J Crit Care	2019
31805096	Orbit image analysis machine learning software can be used for the histological quantification of acute ischemic stroke blood clots.	PLoS One	2019
31946860	Deep Learning for Automating the Organization of Institutional Dermatology Image Stores.	Annu Int Conf IEEE Eng Med Biol Soc	2019
31585582	Admission Braden Skin Score Independently Predicts Mortality in Cardiac Intensive Care Patients.	Mayo Clin Proc	2019
31437953	The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites.	Stud Health Technol Inform	2019
31462130	Derivation and Validation of a Novel Cardiac Intensive Care Unit Admission Risk Score for Mortality.	J Am Heart Assoc	2019
31315497	Utilization of Palliative Care for Cardiogenic Shock Complicating Acute Myocardial Infarction: A 15-Year National Perspective on Trends, Disparities, Predictors, and Outcomes.	J Am Heart Assoc	2019
30852170	Risk of 30-Day Hospital Readmission Among Patients Discharged to Skilled Nursing Facilities: Development and Validation of a Risk-Prediction Model.	J Am Med Dir Assoc	2019
31107889	Predictive value of individual Sequential Organ Failure Assessment sub-scores for mortality in the cardiac intensive care unit.	PLoS One	2019
31078481	Cardiogenic Shock in TakotsuboÂ Cardiomyopathy VersusÂ AcuteÂ Myocardial Infarction: AnÂ 8-Year National Perspective on Clinical Characteristics, Management, and Outcomes.	JACC Heart Fail	2019
30682643	Assessment of gait kinetics in post-menopausal women using tri-axial ankle accelerometers during barefoot walking.	Gait Posture	2019
29253540	Machine Learning in Detection of Undiagnosed Celiac Disease.	Clin Gastroenterol Hepatol	2018
29854202	Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering.	AMIA Annu Symp Proc	2018
30227963	Comparison of Mortality Risk Prediction Among Patients â¿¥70 Versus <70 Years of Age in a Cardiac Intensive Care Unit.	Am J Cardiol	2018
30347342	Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes.	Comput Biol Med	2018
30441729	Deploying Predictive Models In A Healthcare Environment - An Open Source Approach.	Annu Int Conf IEEE Eng Med Biol Soc	2018
30467807	Development and performance of a novel vasopressor-driven mortality prediction model in septic shock.	Ann Intensive Care	2018
29525785	Predictive Value of the Sequential Organ Failure Assessment Score for Mortality in a Contemporary Cardiac Intensive Care Unit Population.	J Am Heart Assoc	2018
28269892	Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma Transfusion.	AMIA Annu Symp Proc	2017
30225406	Automated Diabetes Case Identification Using Electronic Health Record Data at a Tertiary Care Facility.	Mayo Clin Proc Innov Qual Outcomes	2017
28359342	Measuring the impact of ambulatory red blood cell transfusion on home functional status: study protocol for a pilot randomized controlled trial.	Trials	2017
26737958	Ensemble learning approaches to predicting complications of blood transfusion.	Annu Int Conf IEEE Eng Med Biol Soc	2015
26262146	Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach.	Stud Health Technol Inform	2015

1 - 50 of 50

Alistair E W Johnson

The Hospital for Sick Children

Career Start Year 2013

Number of shared co-authors 0

Nathan C Hurley

Texas A&M University

Career Start Year 2013

Number of shared co-authors 1

Benjamin S Glicksberg

Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 1

Jacob P VanHouten

Griffin Hospital

Career Start Year 2012

Number of shared co-authors 0

Santiago Romero-Brufau

Mayo Clinic College of Medicine

Career Start Year 2012

Number of shared co-authors 0

David Ouyang

Smidt Heart Institute, Cedars-Sinai Medical Center

Career Start Year 2012

Number of shared co-authors 0

Gary E Weissman

Perelman School of Medicine, University of Pennsylvania

Career Start Year 2012

Number of shared co-authors 0

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 0

Mengling Feng

Saw Swee Hock School of Public Health, National University of Singapore

Career Start Year 2011

Number of shared co-authors 0

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 0

Rishikesan Kamaleswaran

Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center

Career Start Year 2009

Number of shared co-authors 0

Christopher M Sauer

Amsterdam Institute for Infection and Immunity (AII), Vrije Universiteit

Career Start Year 2009

Number of shared co-authors 0

Jennifer A Pacheco

University of Pennsylvania

Career Start Year 2009

Number of shared co-authors 3

Vincent X Liu

Kaiser Permanente

Career Start Year 2007

Number of shared co-authors 1

Anoop Mayampurath

University of Wisconsin-Madison

Career Start Year 2007

Number of shared co-authors 0

Oguz Akbilgic

Wake Forest School of Medicine - Section of Cardiovascular Medicine

Career Start Year 2006

Number of shared co-authors 1

Christopher J Tignanelli

Department of Surgery University of Minnesota Minneapolis Minnesota USA.

Career Start Year 2005

Number of shared co-authors 2

Karandeep Singh

University of Michigan Medical School ann arbor

Career Start Year 2005

Number of shared co-authors 0

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 1

Nicholas Mitsakakis

Institute of Health Policy Management and Evaluation, University of Toronto

Career Start Year 2003

Number of shared co-authors 0

David M Maslove

Queen's University

Career Start Year 2001

Number of shared co-authors 0

Colin G Walsh

Vanderbilt University, Vanderbilt University Medical Center

Career Start Year 2001

Number of shared co-authors 0

Matthew M Churpek

University of Wisconsin-Madison

Career Start Year 2000

Number of shared co-authors 0

Tina Hernandez-Boussard

Stanford University

Career Start Year 1998

Number of shared co-authors 0

Leo Anthony Celi

Harvard T.H. Chan School of Public Health, MIT

Career Start Year 1998

Number of shared co-authors 1

Azra Bihorac

University of Florida, Univerzitet u Sarajevu Medicinski Fakultet

Career Start Year 1997

Number of shared co-authors 7

Melissa Saul

University of Pittsburgh Medical Center

Career Start Year 1994

Number of shared co-authors 0

Yu-Chuan Jack Li

Graduate Institute of Biomedical Informatics, Taipei Medical University

Career Start Year 1993

Number of shared co-authors 0

Michael Matheny

American College of Medical Informatics, Department of Veteran Affairs, Harvard University T H Chan School of Public Health, Massachusetts Institute of Technology, The American Society for Clinical Investigation, University of Kentucky, Vanderbilt University Medical Center, Vanderbilt University Medical School

Career Start Year 1991

Number of shared co-authors 2

Robin Ruthazer

Tufts Clinical and Translational Science Institute, 7Tufts Medical Center

Career Start Year 1983

Number of shared co-authors 0

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