Results 181 to 190 of about 22,758,545 (367)

Effective diagnosis of sepsis in critically ill children using probabilistic graphical model. [PDF]

Transl Pediatr, 2023
Nguyen TM, Poh KL, Chong SL, Lee JH.
europepmc   +1 more source

Potential outcomes and decision-theoretic foundations for statistical causality: Response to Richardson and Robins

Journal of Causal Inference
I thank Thomas Richardson and James Robins for their discussion of my article, and discuss the similarities and differences between their approach to causal modelling, based on single world intervention graphs, and my own decision-theoretic approach.
Dawid Philip
doaj   +1 more source

Nonlinear optical components for all-optical probabilistic graphical model

Nature Communications, 2018
To circumvent the limitations of electronic computers, moving to hybrid optical-electronic or all-optical devices may be useful. Here, Babaeian et al. present an all-optical implementation of the probabilistic graphical model using nonlinear optics in ...
Masoud Babaeian, Pierre-A. Blanche, Robert A. Norwood, Tommi Kaplas, Patrick Keiffer, Yuri Svirko, Taylor G. Allen, Vincent W. Chen, San-Hui Chi, Joseph W. Perry, Seth R. Marder, Mark A. Neifeld, N. Peyghambarian   +12 more
doaj   +1 more source

The atypical KRASQ22K mutation directs TGF‐β response towards partial epithelial‐to‐mesenchymal transition in patient‐derived colorectal cancer tumoroids

Molecular Oncology, EarlyView.
TGF‐β has a complex role in cancer, exhibiting both tumor‐suppressive and tumor‐promoting properties. Using a series of differentiated tumoroids, derived from different stages and mutational background of colorectal cancer patients, we replicate this duality of TGF‐β in vitro. Notably, the atypical but highly aggressive KRASQ22K mutation rendered early‐
Theresia Mair, Philip König, Milena Mijović, Jessica Kalla, Anil Baskan, Loan Tran, Kristina Draganić, Pedro Morata Saldaña, Carlos Uziel Pérez Malla, Janette Pfneissl, Andreas Tiefenbacher, Julijan Kabiljo, Velina S. Atanasova, Lisa Wozelka‐Oltjan, Leonhard Müllauer, Michael Bergmann, Raheleh Sheibani‐Tezerji, Gerda Egger   +17 more
wiley   +1 more source

Probabilistic graphical model for the evaluation of the emotional and dramatic personality disorders. [PDF]

Front Psychol, 2022
García-Franco JD, Díez FJ, Carrasco MÁ.   +2 more
europepmc   +1 more source

Causal Inference Using Graphical Models with the R Package pcalg

Journal of Statistical Software, 2012
The pcalg package for R can be used for the following two purposes: Causal structure learning and estimation of causal effects from observational data.
Markus Kalisch, Martin Machler, Diego Colombo, Marloes H. Maathuis, Peter Buhlmann   +4 more
doaj  

TikZero: Zero-Shot Text-Guided Graphics Program Synthesis [PDF]

arXiv
With the rise of generative AI, synthesizing figures from text captions becomes a compelling application. However, achieving high geometric precision and editability requires representing figures as graphics programs in languages like TikZ, and aligned training data (i.e., graphics programs with captions) remains scarce.
arxiv  

GRAPHICAL MODELS AND COMPUTERIZED ADAPTIVE TESTING [PDF]

, 1998
Russell G. Almond, Robert J. Mislevy
openalex   +1 more source

Escape from TGF‐β‐induced senescence promotes aggressive hallmarks in epithelial hepatocellular carcinoma cells

Molecular Oncology, EarlyView.
Chronic TGF‐β exposure drives epithelial HCC cells from a senescent state to a TGF‐β resistant mesenchymal phenotype. This transition is characterized by the loss of Smad3‐mediated signaling, escape from senescence, enhanced invasiveness and metastatic potential, and upregulation of key resistance modulators such as MARK1 and GRM8, ultimately promoting
Minenur Kalyoncu, Dilara Demirci, Sude Eris, Bengisu Dayanc, Ece Cakiroglu, Merve Basol, Merve Uysal, Gulcin Cakan‐Akdogan, Fang Liu, Mehmet Ozturk, Gökhan Karakülah, Serif Senturk   +11 more
wiley   +1 more source

PepGM: a probabilistic graphical model for taxonomic inference of viral proteome samples with associated confidence scores. [PDF]

Bioinformatics, 2023
Holstein T, Kistner F, Martens L, Muth T.   +3 more
europepmc   +1 more source