Results 151 to 160 of about 3,606,574 (279)

Improved visualization of high-dimensional data using the distance-of-distance transformation. [PDF]

PLoS Comput Biol, 2022
Liu J, Vinck M.
europepmc   +1 more source

Classification of high dimensional data: High Dimensional Discriminant Analysis

, 2005
We propose a new method of discriminant analysis, called High Dimensional Discriminant Analysis (HHDA). Our approach is based on the assumption that high dimensional data live in dierent subspaces with low dimensionality. Thus, HDDA reduces the dimension for each class independently and regularizes class conditional covariance matrices in order to ...
Bouveyron, Charles, Girard, Stéphane, Schmid, Cordelia   +2 more
openaire   +1 more source

Improvements in Health‐Related Quality of Life With Treat‐to‐Target Urate‐Lowering Therapy in Gout: A Post Hoc Analysis of a Randomized Multicenter Trial

Arthritis Care &Research, EarlyView.
Objective Although treat‐to‐target urate‐lowering therapy (ULT) is endorsed as best practice in gout management, limited data exist on its impact on health‐related quality of life (HRQoL). We assessed the impact of treat‐to‐target ULT on HRQoL among participants receiving protocolized gout care, identifying factors associated with HRQoL and HRQoL ...
Austin Barry, Bryant R. England, Harlan Sayles, Lindsay N. Helget, Maria Androsenko, Hongsheng Wu, Kaleb Michaud, Bridget Kramer, Jeff A. Newcomb, Mary T. Brophy, Anne Davis‐Karim, Ryan Ferguson, Michael H. Pillinger, Tuhina Neogi, Paul M. Palevsky, James R. O'Dell, Ted R. Mikuls   +16 more
wiley   +1 more source

Detecting Interactions in High-Dimensional Data Using Cross Leverage Scores. [PDF]

Biom J
Teschke S, Ickstadt K, Munteanu A.
europepmc   +1 more source

Extraction of Important Factors in a High-Dimensional Data Space: An Application for High-Growth Firms. [PDF]

Entropy (Basel), 2023
Wada T, Takayasu H, Takayasu M.
europepmc   +1 more source

Economic Burden of Rheumatoid Arthritis in Low‐ and Middle‐Income Countries: Systematic Review and Meta‐Analysis

Arthritis Care &Research, EarlyView.
Objective The aim of this systematic review was to synthesize the economic impact of rheumatoid arthritis (RA) on households, health systems, and society in low‐ and middle‐income countries (LMICs). Methods Electronic databases such as PubMed, Web of Science, and CINAHL were searched using keywords related to RA and cost of illness.
Tadesse Gebrye, Chidozie E. Mbada, Clara T. Fatoye, Faatihah Niyi‐Odumosu, Ushotanefe Useh, Zalmai Hakimi, Francis Fatoye   +6 more
wiley   +1 more source

Simulation study to evaluate when Plasmode simulation is superior to parametric simulation in comparing classification methods on high-dimensional data. [PDF]

PLoS One
Stolte M, Schreck N, Slynko A, Saadati M, Benner A, Rahnenführer J, Bommert A, topic group “High-dimensional data” (TG9) of the STRATOS Initiative.   +7 more
europepmc   +1 more source

Tug of War games and PDEs on graphs with applications in image and high dimensional data processing. [PDF]

Sci Rep, 2023
Ennaji H, Quéau Y, Elmoataz A.
europepmc   +1 more source

Hip Morphology–Based Osteoarthritis Risk Prediction Models: Development and External Validation Using Individual Participant Data From the World COACH Consortium

Arthritis Care &Research, EarlyView.
Objective This study aims to develop hip morphology‐based radiographic hip osteoarthritis (RHOA) risk prediction models and investigates the added predictive value of hip morphology measurements and the generalizability to different populations. Methods We combined data from nine prospective cohort studies participating in the Worldwide Collaboration ...
Myrthe A. van den Berg, Fleur Boel, Michiel M. A. van Buuren, Noortje S. Riedstra, Jinchi Tang, Harbeer Ahedi, Nigel K. Arden, Sita M. A. Bierma‐Zeinstra, Cindy G. Boer, Flavia M. Cicuttini, Timothy F. Cootes, David T. Felson, Willem Paul Gielis, Joshua Heerey, Graeme Jones, Stefan Kluzek, Nancy E. Lane, Claudia Lindner, Joyce B. J. van Meurs, Andrea Mosler, Amanda E. Nelson, Michael C. Nevitt, Edwin H. Oei, Jos Runhaar, Harrie Weinans, Jesse H. Krijthe, Rintje Agricola   +26 more
wiley   +1 more source

Finite mixtures of functional graphical models: Uncovering heterogeneous dependencies in high-dimensional data. [PDF]

PLoS One
Liu Q, Lee KH, Kang HB.
europepmc   +1 more source