Understanding cell structures: Novel tool enables analysis of the plant actin cytoskeleton

A research team led by Potsdam-based bioinformatician Prof. Dr. Zoran Nikoloski has developed a computational approach and an ...
EurekAlert!

Understanding cell structures – Researchers develop tool for analyzing the plant actin cytoskeleton

A research team led by Potsdam-based bioinformatician Prof. Dr Zoran Nikoloski has developed a computational approach and an accompanying tool that enables the detailed analysis and reconstruction of ...
IEEE

Causal Graph Representation Learning for Outcome-Oriented Link Prediction

Abstract: Causal graph representation learning has been an essential tool for improving the performance achieved in downstream tasks such as link prediction in causal graphs. Most of the existing ...
Wired

built the Epstein database

In February, a user named EricKeller2 posted on Reddit. “I mapped every connection in the Epstein files,” he wrote. He had built a website and database of more than 1.5 million files related to the ...
Frontiers

The role of causal reasoning and directed acyclic graphs in multivariable regression: implications for evidence-based veterinary medicine

The term evidence-based medicine, coined by Dr. Guyatt in 1991 (1), describes the practice of medicine rooted in the best available scientific evidence (2). Since its inception, evidence-based ...
IEEE

Exploring the Essence of Relationships for Scene Graph Generation via Causal Features Enhancement Network

Abstract: Scene graph generation (SGG) establishes a structured representation between multiple objects by exploring their relationship for visual perception and reasoning tasks. Existing SGG methods ...
GitHub

This is the official code of RaVSNet: Pretraining-based Relevance-aware Visit Similarity Network for Drug Recommendation.

python == 3.8.16 torch == 2.0.1 dill == 0.3.6 pandas==1.5.3 numpy==1.23.5 scipy==1.10.0 torch-geometric==2.3.1 cdt==0.6.0 dowhy==0.10.1 statsmodels==0.14.0 1.MIMIC-III: Due to the privacy of medical ...
GitHub

Nonlinear multilevel spline modeling for Python.

Nonlinear relationships are common in applied research, especially in education, health, and economics. While Python provides statsmodels for mixed-effects models and patsy for spline construction, ...