Results 151 to 160 of about 159,661 (256)

Regulatory Experiences with the Use of Multiple Imputation for Missing Data in a Phase 3 Confirmatory Trial. [PDF]

Ther Innov Regul Sci
Sassi-Sayadi M, Verweij P, Cornelisse P.
europepmc   +1 more source

An Integrated and Robust Deep Learning Framework for Denoising and Analyzing Single‐Cell Spatial Transcriptomics

Advanced Intelligent Systems, EarlyView.
Single‐cell Spatial Transcriptomics Analysis and Denoising Engine is introduced as a unified deep learning framework that jointly performs denoising, clustering, and gene prioritization in spatial transcriptomics. By integrating linear and nonlinear representations within a dual‐channel architecture, it improves robustness and accuracy, uncovers ...
Yaxuan Cui, Yang Cui, Ruheng Wang, Xin Zeng, Zheyong Zhu, Ding Yi, Ruihua Guo, Tetsuya Sakurai, Kenta Nakai, Xiucai Ye, Leyi Wei, Yong Chen   +11 more
wiley   +1 more source

A New Multiple Imputation Method for High-Dimensional Neuroimaging Data. [PDF]

Hum Brain Mapp
Lu T, Kochunov P, Chen C, Huang HH, Hong LE, Chen S.   +5 more
europepmc   +1 more source

Robust Representation Learning for Clean Feature Discovery in Incomplete Multi‐View Clustering

Advanced Intelligent Systems, EarlyView.
Robust feature discovery in incomplete multi‐view clustering is achieved by coupling RPCA‐based clean representation recovery with neural‐network‐assisted graph learning. The resulting RIMVC framework constructs cleaner and more discriminative graph‐structured representations from incomplete and noisy multi‐view data, improving clustering robustness ...
Ping Hu, Chenggang Lu, Rui Zhang, Haijun Yan, Yesong Xu   +4 more
wiley   +1 more source

Reference-Based Multiple Imputation for Longitudinal Binary Data. [PDF]

Stat Med
Cro S, Quartagno M, White IR, Carpenter JR.   +3 more
europepmc   +1 more source

Food inflation pass‐through from agricultural imports in a small open economy

American Journal of Agricultural Economics, EarlyView.
Abstract This paper develops a new framework for quantifying cost pass‐through in a small open economy by estimating firm‐level markup responses to agricultural import price shocks. We show theoretically that markup adjustments depend on firms' reliance on imported inputs and demand curvature, generating heterogeneous inflationary effects across firm ...
Minseong Kang, Seungki Lee
wiley   +1 more source

Two-stage multiple imputation with a longitudinal composite variable. [PDF]

BMC Med Res Methodol
Wang X, Larson MG, Liu C.
europepmc   +1 more source

Determinants of Long‐Term Benefit From High Dose Melphalan With Autologous Stem Cell Transplant in AL Amyloidosis

American Journal of Hematology, EarlyView.
ABSTRACT High dose melphalan (HDM) with autologous stem cell transplant is an established treatment for systemic light chain amyloidosis, but its incremental benefit in the era of effective standard intensity therapy is unknown. We retrospectively analyzed 475 transplant‐eligible patients who completed standard intensity treatment with or without HDM ...
Maximilian J. Steinhardt, Ute Hegenbart, Tamer Hellou, Sara Oubari, Murielle Roussel, Rahel Schwotzer, Francis Buadi, David Dingli, Moritz Binder, Taxiarchis Kourelis, Saurabh S. Zanwar, Max J. Rieger, Caroline Morbach, Vladimir Cejka, Bernhard Gerber, Stefan Störk, Hermann Einsele, Shaji Kumar, Morie Gertz, Alexander Carpinteiro, K. Martin Kortum, Eli Muchtar, Angela Dispenzieri, Stefan Schönland   +23 more
wiley   +1 more source

Multiple imputation for missing values in ordinal variables from cancer registry data when performing Cox proportional hazards regression. [PDF]

BMC Med Res Methodol
Kästner A, Hoffmann W, Hüsing J, Stang A, Hüsing A.   +4 more
europepmc   +1 more source

Clinically Relevant Bleeding in Individuals With Cancer: Insights From a Nationwide Cohort Study

American Journal of Hematology, EarlyView.
ABSTRACT Cancer care is often complicated by coagulopathy leading to thrombosis and bleeding. While venous thromboembolism (VTE) has been extensively studied, bleeding remains an underestimated threat. To address this knowledge gap, we leveraged the Epic Cosmos database to determine the impact of cancer‐associated clinically relevant bleeding (CRB) in ...
Ming Y. Lim, Radhika Gangaraju, Omid Jafari, Zihan Yang, Joyce W. T. Tiong, Elizabeth C. L. Chiang, Shengling Ma, Jun Y. Jiang, Justine Ryu, Barbara D. Lam, Mrinal Ranjan, Ang Li   +11 more
wiley   +1 more source