Medical diagnostic tests: a review of test anatomy, phases, and statistical treatment of data

SD Bolboacă - Computational and mathematical methods in …, 2019 - Wiley Online Library
Diagnostic tests are approaches used in clinical practice to identify with high accuracy the
disease of a particular patient and thus to provide early and proper treatment. Reporting …

In silico methods for toxicity prediction

RD Combes - New Technologies for Toxicity Testing, 2012 - Springer
The principles and uses of (Q) SAR models and expert systems for predicting toxicity and the
biotransformation of foreign chemicals (xenobiotics) are described and illustrated for some …

A hybrid artificial intelligence model for river flow forecasting

CHF Toro, SG Meire, JF Gálvez, F Fdez-Riverola - Applied Soft Computing, 2013 - Elsevier
A hybrid hydrologic estimation model is presented with the aim of performing accurate river
flow forecasts without the need of using prior knowledge from the experts in the field. The …

Interpretable attention-based multi-encoder transformer based QSPR model for assessing toxicity and environmental impact of chemicals

SY Kim, S Tariq, SK Heo, CK Yoo - Chemosphere, 2024 - Elsevier
The rising demand from consumer goods and pharmaceutical industry is driving a fast
expansion of newly developed chemicals. The conventional toxicity testing of unknown …

Protein aggregation and lyophilization: Protein structural descriptors as predictors of aggregation propensity

BC Roughton, LK Iyer, E Bertelsen, EM Topp… - Computers & chemical …, 2013 - Elsevier
Lyophilization can induce aggregation in therapeutic proteins, but the relative importance of
protein structure, formulation and processing conditions are poorly understood. To evaluate …

Comparison of Quantitative Structure‐Activity Relationship Model Performances on Carboquinone Derivatives

SD Bolboaca, L Jäntschi - The Scientific World Journal, 2009 - Wiley Online Library
Quantitative structure‐activity relationship (qSAR) models are used to understand how the
structure and activity of chemical compounds relate. In the present study, 37 carboquinone …

Molecular design and QSARs/QSPRs with molecular descriptors family

SD Bolboaca, L Jantschi… - Current computer-aided …, 2013 - ingentaconnect.com
The aim of the present paper is to present the methodology of the molecular descriptors
family (MDF) as an integrative tool in molecular modeling and its abilities as a multivariate …

Predictivity approach for quantitative structure-property models. Application for blood-brain barrier permeation of diverse drug-like compounds

SD Bolboacă, L Jäntschi - International Journal of Molecular Sciences, 2011 - mdpi.com
The goal of the present research was to present a predictivity statistical approach applied on
structure-based prediction models. The approach was applied to the domain of blood-brain …

Role of GA, AG and R in Structure-Property Modelling

S Mondal, D Huh, KC Das - Polycyclic Aromatic Compounds, 2024 - Taylor & Francis
Molecular descriptors are essential tools that bridge the gap between chemical structures
and their properties. Among these, the Randić index (R), geometric-arithmetic index (GA) …

Meta-heuristics on quantitative structure-activity relationships: study on polychlorinated biphenyls

L Jäntschi, SD Bolboacă, RE Sestraş - Journal of Molecular Modeling, 2010 - Springer
A genetic algorithm was developed and assessed in order to select pairs of proper structural
descriptors able to estimate and predict octanol-water partition coefficients of …