Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation

Autor: Heidecker, Florian, El-Khateeb, Ahmad, Bieshaar, Maarten, Sick, Bernhard

The operating environment of a highly automated vehicle is subject to change, e.g., weather, illumination, or the scenario containing different objects and other participants in which the highly automated vehicle has to navigate its passengers safely

Externí odkaz: http://arxiv.org/abs/2404.11266

Sampling-based Uncertainty Estimation for an Instance Segmentation Network

Autor: Heidecker, Florian, El-Khateeb, Ahmad, Sick, Bernhard

The examination of uncertainty in the predictions of machine learning (ML) models is receiving increasing attention. One uncertainty modeling technique used for this purpose is Monte-Carlo (MC)-Dropout, where repeated predictions are generated for a

Externí odkaz: http://arxiv.org/abs/2305.14977

A guide to developing population files for physiologically‐based pharmacokinetic modeling in the Simcyp Simulator

Autor: Liam Curry, Sarah Alrubia, Frederic Y. Bois, Ruth Clayton, Eman El‐Khateeb, Trevor N. Johnson, Muhammad Faisal, Sibylle Neuhoff, Kris Wragg, Amin Rostami‐Hodjegan

Publikováno v: CPT: Pharmacometrics & Systems Pharmacology, Vol 13, Iss 9, Pp 1429-1447 (2024)

Abstract The Simcyp Simulator is a software platform widely used in the pharmaceutical industry to conduct stochastic physiologically‐based pharmacokinetic (PBPK) modeling. This approach has the advantage of combining routinely generated in vitro d

Externí odkaz: https://doaj.org/article/769597f4e2694f17b0ec0f0ede76ea59

Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants

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Publikováno v: In The Lancet 23-29 November 2024 404(10467):2077-2093

Bicarbonate Alternatives in the Neutralization Phase of Leather Tanning to Ensure Sustainability

Autor: Radwan Mohamed Ali, Ahmed Ibrahim Nasr, Khaled Ali El-Shemy, Mohamed Ali El-Khateeb

Publikováno v: Textile & Leather Review, Vol 7, Pp 481-492 (2024)

The post-tanning procedure involves neutralizing the iso-electric point, which ensures that there is no imbalance between carboxylic groups and amino groups. This balance allows for the penetration of dyes, fatliquoring agents, and other chemical mat

Externí odkaz: https://doaj.org/article/70121d3c9d294d678e56917c0160527f