Results 191 to 200 of about 1,819,138 (329)

Dynamic Causal Discovery

, 2016
Discovering rich causal models computationally can be key to creating human like artificial intelligence. Recent research has detached the notion of time from approaches to causal inference and has thus obscured modelling of and inference over dynamic ...
Schaechtle, Ulrich
core  

Efficient and Trustworthy Causal Discovery

Inferring cause–effect relationships from observational data is a central goal of causality research, as it enables formal reasoning about interventions when experiments are expensive, unethical, or impossible.
MONTAGNA, FRANCESCO
core   +1 more source

Are we ready for causal discovery in biological systems using deep learning? [PDF]

Brief Bioinform
Yeo HC, Selvarajoo K.
europepmc   +1 more source

Weakening the nuclear envelope: Lamin B receptor in melanoma metastasis

Molecular Oncology, Volume 20, Issue 7, Page 1663-1666, July 2026.
LBR‐driven nuclear fragility supports melanoma invasion. A: Melanocyte presents low LBR (Lamin B Receptor) levels, maintaining nuclear integrity and lamina‐chromatin tethering. B: During malignant progression, upregulation of LBR clusters at the INM (Inner Nuclear Membrane) during confined migration causes local lamina weakening and cholesterol ...
Francesca Lorenzini, Maria Caterina Mione   +1 more
wiley   +1 more source

Causal discovery in manufacturing

Algorithms for causal discovery have recently undergone rapid advances and increasingly draw on flexible nonparametric methods to process complex data. With these advances comes a need for adequate empirical validation of the causal relationships learned
Windisch, Tobias
core   +1 more source

Exposing the potential of XAI-based causal discovery for analysing unstable rock slopes. [PDF]

Sci Rep
Schild L, Scheiber T, Snook P, Maschler A, Arghandeh R.   +4 more
europepmc   +1 more source

Patient therapy outcome modeling in cancer organoids is improved by cancer‐associated fibroblasts and organoid assembly convolution

Molecular Oncology, Volume 20, Issue 7, Page 1694-1712, July 2026.
Patient‐derived organoids (PDOs) from pancreatic, colorectal, and gastric cancers were used to evaluate standard and experimental therapies. Incorporating cancer‐associated fibroblasts (CAFs) into organoid cultures improved patient therapy outcome prediction.
Marcin Grochowski, Liudmyla Dolinchuk, Michał Jerzak, Albert Gandurski, Tomasz Grochowski, Weronika Wojtyś, Maciej Zadrożny, Wojciech Kaźmierczak, Małgorzata Lenarcik, Marta Matejak‐Górska, Radosław Samsel, Tomasz Olesiński, Dawid Walerych   +12 more
wiley   +1 more source

Causal discovery methods in psychological research: Foundations, algorithms, and a practical tutorial in R. [PDF]

Behav Res Methods
Zhu G, Tay LQ, Zhang M.
europepmc   +1 more source

Epigenetic heterogeneity and plasticity in therapy‐induced tumor states through single‐cell multi‐omics

Molecular Oncology, EarlyView.
Single‐cell multi‐omics reveals epigenetic heterogeneity across therapy‐adaptive tumor states, including quiescent/dormant, drug‐tolerant persister, and EMT‐like phenotypes. By linking regulatory features with state‐associated biomarkers, these approaches inform biomarker‐guided therapeutic strategies for evolving tumors.
Hee Jung Kim, Hwiyeong Lee, Jin Hong, Daechan Park   +3 more
wiley   +1 more source

Causal Discovery in Sepsis-A (Random) Walk in the Park? [PDF]

JAMA Netw Open
Admon AJ, Carlton EF.
europepmc   +1 more source