Results 131 to 140 of about 4,433,966 (292)

Brain Tumor Segmentation Based on Random Forest [PDF]

Memoirs of the Scientific Sections of the Romanian Academy, 2016
In this article we present a discriminative model for tumor detection from multimodal MR images. The main part of the model is built around the random forest (RF) classifier.
László Lefkovits, Szidónia Lefkovits, Mircea-Florin Vaida   +2 more
doaj  

Exploring the variable importance in random forests under correlations: a general concept applied to donor organ quality in post-transplant survival. [PDF]

BMC Med Res Methodol, 2023
Wies C, Miltenberger R, Grieser G, Jahn-Eimermacher A.   +3 more
europepmc   +1 more source

Mapping the evolution of mitochondrial complex I through structural variation

FEBS Letters, EarlyView.
Respiratory complex I (CI) is crucial for bioenergetic metabolism in many prokaryotes and eukaryotes. It is composed of a conserved set of core subunits and additional accessory subunits that vary depending on the organism. Here, we categorize CI subunits from available structures to map the evolution of CI across eukaryotes. Respiratory complex I (CI)
Dong‐Woo Shin, Tingting Chen, James A. Letts   +2 more
wiley   +1 more source

Shapley variable importance cloud for interpretable machine learning. [PDF]

Patterns (N Y), 2022
Ning Y, Ong MEH, Chakraborty B, Goldstein BA, Ting DSW, Vaughan R, Liu N.   +6 more
europepmc   +1 more source

Enteropathogenic E. coli shows delayed attachment and host response in human jejunum organoid‐derived monolayers compared to HeLa cells

FEBS Letters, EarlyView.
Enteropathogenic E. coli (EPEC) infects the human intestinal epithelium, resulting in severe illness and diarrhoea. In this study, we compared the infection of cancer‐derived cell lines with human organoid‐derived models of the small intestine. We observed a delayed in attachment, inflammation and cell death on primary cells, indicating that host ...
Mastura Neyazi, Pilar Samperio Ventayol, Natalie Burkard, Nicolas Schlegel, Carmen Aguilar, Sina Bartfeld   +5 more
wiley   +1 more source

A semi-supervised anomaly detection strategy for drunk driving detection: a feasibility study

Frontiers in Sensors
Drunk driving poses a significant threat to road safety, necessitating effective detection methods to enhance preventive measures and ensure the well-being of road users.
Fouzi Harrou, K. Ramakrishna Kini, Muddu Madakyaru, Ying Sun   +3 more
doaj   +1 more source

A general framework for inference on algorithm-agnostic variable importance. [PDF]

J Am Stat Assoc, 2023
Williamson BD, Gilbert PB, Simon NR, Carone M.   +3 more
europepmc   +1 more source

Reciprocal control of viral infection and phosphoinositide dynamics

FEBS Letters, EarlyView.
Phosphoinositides, although scarce, regulate key cellular processes, including membrane dynamics and signaling. Viruses exploit these lipids to support their entry, replication, assembly, and egress. The central role of phosphoinositides in infection highlights phosphoinositide metabolism as a promising antiviral target.
Marie Déborah Bancilhon, Bruno Mesmin
wiley   +1 more source

Bayesian subset selection and variable importance for interpretable prediction and classification. [PDF]

J Mach Learn Res, 2022
Kowal DR.
europepmc   +1 more source

Spatiotemporal and quantitative analyses of phosphoinositides – fluorescent probe—and mass spectrometry‐based approaches

FEBS Letters, EarlyView.
Fluorescent probes allow dynamic visualization of phosphoinositides in living cells (left), whereas mass spectrometry provides high‐sensitivity, isomer‐resolved quantitation (right). Their synergistic use captures complementary aspects of lipid signaling. This review illustrates how these approaches reveal the spatiotemporal regulation and quantitative
Hiroaki Kajiho, Shin Morioka, Junko Sasaki, Takehiko Sasaki   +3 more
wiley   +1 more source