[HTML][HTML] Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information
The Online Chemical Modeling Environment is a web-based platform that aims to automate
and simplify the typical steps required for QSAR modeling. The platform consists of two …
and simplify the typical steps required for QSAR modeling. The platform consists of two …
Critical Assessment of QSAR Models of Environmental Toxicity against Tetrahymena pyriformis: Focusing on Applicability Domain and Overfitting by Variable …
The estimation of the accuracy of predictions is a critical problem in QSAR modeling. The “distance
to model” can be defined as a metric that defines the similarity between the training …
to model” can be defined as a metric that defines the similarity between the training …
Applicability domains for classification problems: benchmarking of distance to models for Ames mutagenicity set
…, S Novotarskyi, R Körner, AK Pandey… - Journal of chemical …, 2010 - ACS Publications
The estimation of accuracy and applicability of QSAR and QSPR models for biological and
physicochemical properties represents a critical problem. The developed parameter of “…
physicochemical properties represents a critical problem. The developed parameter of “…
Imbalanced breast cancer classification using transfer learning
Accurate breast cancer detection using automated algorithms remains a problem within the
literature. Although a plethora of work has tried to address this issue, an exact solution is yet …
literature. Although a plethora of work has tried to address this issue, an exact solution is yet …
[PDF][PDF] Importance of micro minerals in reproductive performance of livestock
S Kumar, AK Pandey, WAA Razzaque… - Veterinary world, 2011 - academia.edu
Micro minerals have a great impact on animal's reproductive physiology and its imbalance
causes various problems leading to lowered reproductive efficiency and resultant monetary …
causes various problems leading to lowered reproductive efficiency and resultant monetary …
A review of deep learning-based human activity recognition on benchmark video datasets
Different types of research have been done on video data using Artificial Intelligence (AI)
deep learning techniques. Most of them are behavior analysis, scene understanding, scene …
deep learning techniques. Most of them are behavior analysis, scene understanding, scene …
Applicability domain for in silico models to achieve accuracy of experimental measurements
…, S Novotarskyi, R Körner, AK Pandey… - Journal of …, 2010 - Wiley Online Library
The accuracy of in silico models can be inhomogeneous: models can show excellent
performance on some chemical subspaces but have low accuracy on others. We show that …
performance on some chemical subspaces but have low accuracy on others. We show that …
Inductive transfer of knowledge: application of multi-task learning and feature net approaches to model tissue-air partition coefficients
Two inductive knowledge transfer approaches - multitask learning (MTL) and Feature Net (FN)
- have been used to build predictive neural networks (ASNN) and PLS models for 11 …
- have been used to build predictive neural networks (ASNN) and PLS models for 11 …
Role of various metabolic parameters derived from baseline 18F-FDG PET/CT as prognostic markers in non–small cell lung cancer patients undergoing platinum …
Purpose The aim of this study was to prospectively evaluate the role of various quantitative
and semiquantitative metabolic parameters derived from dynamic and static baseline 18 F-…
and semiquantitative metabolic parameters derived from dynamic and static baseline 18 F-…
Safety, tolerability and immunogenicity of Biological E's CORBEVAX™ vaccine in children and adolescents: A prospective, randomised, double-blind, placebo …
Background After establishing safety and immunogenicity of Biological-E’s CORBEVAX™
vaccine in adult population (18–80 years) in Phase 1–3 studies, vaccine is further tested in …
vaccine in adult population (18–80 years) in Phase 1–3 studies, vaccine is further tested in …