Results 31 to 40 of about 115,636 (253)

Alternating model trees [PDF]

, 2015
Model tree induction is a popular method for tackling regression problems requiring interpretable models. Model trees are decision trees with multiple linear regression models at the leaf nodes.
Kramer, Stefan, Eibe Frank, Michael Mayo, Mayo, Michael, Frank, Eibe, Stefan Kramer   +5 more
core   +1 more source

A Two‐Stage Questionnaire and Actigraphy Screening for iRBD in a Multicenter Retrospective Cohort

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Isolated rapid‐eye‐movement sleep behavior disorder is a prodromal marker of synucleinopathies. However, most cases remain undiagnosed due to the insufficient predictive value of questionnaires and limited access to confirmatory video‐polysomnography. We assessed a two‐stage screening strategy combining a brief questionnaire on rapid‐
Caleb A. Massimi, Giorgio Ricciardiello Mejia, Andre Metzger, Kang Hyun Ryu, Salonee Marwaha, Eva Grzegorczyk, Li Zhou, Eliana Jacobs, Boris Gilyadov, Claudia Kunney, Liqhwa Ncube, Ankit Parekh, Emmanuel Mignot, Fanny M. Elahi, Joseph Winer, Kathleen Poston, Andreas Brink‐Kjaer, Emmanuel H. During   +17 more
wiley   +1 more source

Deep Learning Pose Estimation for Phenotyping of Co‐Occurring Hyperkinetic Movement Disorders

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective To explore whether routine outpatient video combined with deep learning‐based pose estimation and clinically interpretable kinematic features can support multi‐label phenotyping of co‐occurring hyperkinetic movement disorders (HMDs).
Laura Cif, Diane Demailly, Gabriella A. Horvàth, Juan Dario Ortigoza Escobar, Nathalie Dorison, Mayté Castro Jiménez, Cécile A. Hubsch, Thomas Wirth, Gun‐Marie Hariz, Sophie Huby, Morgan Dornadic, Zohra Souei, Muhammad Mushhood Ur Rehman, Simone Hemm, Mehdi Boulaymen, Eduardo M. Moraud, Jocelyne Bloch, Xavier Vasques   +17 more
wiley   +1 more source

Automatic Lesion Morphometrics Reliably Predict Sensorimotor Recovery After Spinal Cord Injury: A Longitudinal, Multicenter Neuroimaging Study

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective To evaluate automatic magnetic resonance imaging (MRI)‐derived lesion morphometrics against manual measurements and their prognostic value for characterizing distinct acute to chronic neurological recovery trajectories after spinal cord injury (SCI). Methods We studied a retrospective, multicenter cohort of cervical and thoracolumbar
Dario Pfyffer, Jan Valošek, Lynn Farner, Enamundram Naga Karthik, Gergely David, Norbert Weidner, Rainer Abel, Doris Maier, Armin Curt, Margret Hund‐Georgiadis, Mirko Aach, Michael Baumberger, Julien Cohen‐Adad, Patrick Freund, the Nogo Inhibition in Spinal Cord Injury Study Group, Rainer Abel, Kerstin Rehahn, Mirko Aach, Klaus Röhl, Norbert Weidner, Marion Saur, Nikolaus Weiskopf, Doris Maier, Andreas Badke, Margret Hund‐Georgiadis, Michael Baumberger, Armin Curt, Jesus Benito‐Penalva, Jiri Kriz   +28 more
wiley   +1 more source

Classification and Regression Tree Analysis (CART) of SCC.

, 2013
Classification and Regression Tree Analysis (CART) of SCC.
Andres Houseman (348427), Margaret R. Karagas (65123), Ann E. Perry (348432), Heather H. Nelson (227343), Steven K. Spencer (348430), Marleen M. Welsh (348423), Jacquelyn K. Kuriger (348425)   +6 more
core   +1 more source

Classification of septic system replacement rate for the southern part of the Bryan County using classification inference tree and logistic regression.

, 2021
Classification of septic system replacement rate for the southern part of the Bryan County using classification inference tree and logistic regression.
J. Scott Pippin (11331273), Brian K. Meyer (11331276), Brian P. Bledsoe (3945086), Nahal Hoghooghi (11331270), John B. Hodges (11331279)   +4 more
core   +1 more source

Survival Outcomes in Older Adults With Axial Spondyloarthritis and Concomitant Cancer

Arthritis Care &Research, EarlyView.
Objective The objective of this study was to determine survival outcomes in older adults with axial spondyloarthritis (axSpA) and concomitant cancer. Methods We conducted a population‐based study using Medicare claims data linked to Surveillance, Epidemiology, and End Results data to determine overall survival (OS) and cancer‐specific survival (CSS) in
Savannah Bowman, Mei Li, Xiudong Lei, Hui Zhao, Juan I. Ruiz, Sharon H. Giordano, Alexis R. Ogdie, Maria E. Suarez‐Almazor   +7 more
wiley   +1 more source

Classification and Regression Tree Analysis (CART) of BCC.

, 2013
Classification and Regression Tree Analysis (CART) of BCC.
Andres Houseman (348427), Margaret R. Karagas (65123), Ann E. Perry (348432), Heather H. Nelson (227343), Steven K. Spencer (348430), Marleen M. Welsh (348423), Jacquelyn K. Kuriger (348425)   +6 more
core   +1 more source

Logistic model trees [PDF]

, 2005
Tree induction methods and linear models are popular techniques for supervised learning tasks, both for the prediction of nominal classes and numeric values.
Hall, Mark A., Landwehr, Niels, Frank, Eibe   +2 more
core   +1 more source

Use of Classification and Regression Trees in Diuresis Renography [PDF]

Academic Radiology, 2007
Decision support systems have the capacity to improve diagnostic performance and reduce physician errors. The purpose of this study was to evaluate the use of classification and regression trees (CART) with bootstrap aggregation as a decision support system in the baseline plus furosemide (F + 20) diuresis renography protocol to determine when ...
José Nilo G, Binongo, Andrew, Taylor, Andrew N, Hill, Brian, Schmotzer, Raghuveer, Halkar, Russell, Folks, Eva, Dubovsky, Ernest V, Garcia, Amita K, Manatunga   +8 more
openaire   +2 more sources