Keyword search (4,163 papers available)

"Models" Keyword-tagged Publications:

Title Authors PubMed ID
1 Assessment of PlanetScope Spectral Data for Estimation of Peanut Leaf Area Index Using Machine Learning and Statistical Methods Ekwe M; Fernando H; James G; Adeluyi O; Verrelst J; Kross A; 41682534
CONCORDIA
2 MedCLIP-SAMv2: Towards universal text-driven medical image segmentation Koleilat T; Asgariandehkordi H; Rivaz H; Xiao Y; 40779830
ENCS
3 Statistical or Embodied? Comparing Colorseeing, Colorblind, Painters, and Large Language Models in Their Processing of Color Metaphors Nadler EO; Guilbeault D; Ringold SM; Williamson TR; Bellemare-Pepin A; Com?a IM; Jerbi K; Narayanan S; Aziz-Zadeh L; 40621800
PSYCHOLOGY
4 Application of machine learning for predicting the incubation period of water droplet erosion in metals AlHammad K; Medraj M; Tembely M; 40612685
ENCS
5 Large language models deconstruct the clinical intuition behind diagnosing autism Stanley J; Rabot E; Reddy S; Belilovsky E; Mottron L; Bzdok D; 40147442
ENCS
6 Utilizing large language models for detecting hospital-acquired conditions: an empirical study on pulmonary embolism Cheligeer C; Southern DA; Yan J; Wu G; Pan J; Lee S; Martin EA; Jafarpour H; Eastwood CA; Zeng Y; Quan H; 40105654
ENCS
7 A synthetic model of bioinspired liposomes to study cancer-cell derived extracellular vesicles and their uptake by recipient cells López RR; Ben El Khyat CZ; Chen Y; Tsering T; Dickinson K; Bustamante P; Erzingatzian A; Bartolomucci A; Ferrier ST; Douanne N; Mounier C; Stiharu I; Nerguizian V; Burnier JV; 40069225
ENCS
8 Leveraging deep learning for nonlinear shape representation in anatomically parameterized statistical shape models Gheflati B; Mirzaei M; Rottoo S; Rivaz H; 39953355
ENCS
9 Toward cognitive models of misophonia Savard MA; Coffey EBJ; 39874936
PSYCHOLOGY
10 Face Boundary Formulation for Harmonic Models: Face Image Resembling Huang HT; Li ZC; Wei Y; Suen CY; 39852327
CONCORDIA
11 Beyond the Illusion of Controlled Environments: How to Embrace Ecological Pertinence in Research? Cassandre Vielle 39777969
BIOLOGY
12 Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings Guo J; Fan W; Amayri M; Bouguila N; 39662201
ENCS
13 Ion channel classification through machine learning and protein language model embeddings Ghazikhani H; Butler G; 39572876
ENCS
14 Predictive heating load management and energy flexibility analysis in residential sector using an archetype gray-box modeling approach: Application to an experimental house in Québec Abtahi M; Athienitis A; Delcroix B; 39507415
ENCS
15 A guide to exploratory structural equation modeling (ESEM) and bifactor-ESEM in body image research Swami V; Maïano C; Morin AJS; 39492241
PSYCHOLOGY
16 How to evaluate local fit (residuals) in large structural equation models Rex B Kline 39359027
PSYCHOLOGY
17 Exploiting protein language models for the precise classification of ion channels and ion transporters Ghazikhani H; Butler G; 38656743
CSFG
18 A longitudinal person-centered investigation of the multidimensional nature of employees' perceptions of challenge and hindrance demands at work Gillet N; Morin AJS; Fernet C; Austin S; Huyghebaert-Zouaghi T; 38425154
CONCORDIA
19 Unsupervised Mixture Models on the Edge for Smart Energy Consumption Segmentation with Feature Saliency Al-Bazzaz H; Azam M; Amayri M; Bouguila N; 37837127
ENCS
20 A comparative study of black-box and white-box data-driven methods to predict landfill leachate permeability Ghasemi M; Samadi M; Soleimanian E; Chau KW; 37335361
ENCS
21 Water risk modeling: A framework for finance Gramlich D; Walker T; 37224654
CONCORDIA
22 Human Activity Recognition with an HMM-Based Generative Model Manouchehri N; Bouguila N; 36772428
ENCS
23 Modeling hormonal contraception in female rats: a framework for studies in behavioral neurobiology Lacasse JM; Gomez-Perales E; Brake WG; 35952797
PSYCHOLOGY
24 Dynamics of SARS-CoV-2 spreading under the influence of environmental factors and strategies to tackle the pandemic: A systematic review Asif Z; Chen Z; Stranges S; Zhao X; Sadiq R; Olea-Popelka F; Peng C; Haghighat F; Yu T; 35317188
ENCS
25 The effect of past defaunation on ranges, niches, and future biodiversity forecasts Sales LP; Galetti M; Carnaval A; Monsarrat S; Svenning JC; Pires MM; 35246902
BIOLOGY
26 Mechanisms of hypericin incorporation to explain the photooxidation outcomes in phospholipid biomembrane models Pereira LSA; Camacho SA; Almeida AM; Gonçalves RS; Caetano W; DeWolf C; Aoki PHB; 35167859
CNSR
27 Thermoregulatory significance of immobility in the forced swim test Nadeau BG; Marchant EG; Amir S; Mistlberger RE; 35065081
PSYCHOLOGY
28 Comment on the article "Spatially-extended nucleation-aggregation-fragmentation models for the dynamics of prion-like neurodegenerative protein-spreading in the brain and its connectome 486 (2020) 110102" Arsalan Rahimabadi 34843739
PERFORM
29 Complementary variable- and person-centered approaches to the dimensionality of burnout among fire station workers Sandrin E; Morin AJS; Fernet C; Gillet N; 34314264
CONCORDIA
30 Drug discovery and chemical probing in Drosophila. Millet-Boureima C, Selber-Hnatiw S, Gamberi C 32551911
BIOLOGY
31 Water Droplet Erosion of Wind Turbine Blades: Mechanics, Testing, Modeling and Future Perspectives. Elhadi Ibrahim M, Medraj M 31906204
ENCS
32 Cyst Reduction in a Polycystic Kidney Disease Drosophila Model Using Smac Mimics. Millet-Boureima C, Chingle R, Lubell WD, Gamberi C 31635379
BIOLOGY
33 Psychometric Properties of the Body Checking Questionnaire (BCQ) and of the Body Checking Cognitions Scale (BCCS): A Bifactor-Exploratory Structural Equation Modeling Approach. Maïano C, Morin AJS, Aimé A, Lepage G, Bouchard S 31328530
CONCORDIA
34 Distance sonification in image-guided neurosurgery. Plazak J, Drouin S, Collins L, Kersten-Oertel M 29184665
PERFORM

 

Title:Beyond the Illusion of Controlled Environments: How to Embrace Ecological Pertinence in Research?
Authors:Cassandre Vielle
Link:https://pubmed.ncbi.nlm.nih.gov/39777969/
DOI:10.1111/ejn.16661
Publication:The European journal of neuroscience
Keywords:animal modelsecological pertinenceecologysubstance use disorder
PMID:39777969 Category: Date Added:2025-01-09
Dept Affiliation: BIOLOGY
1 Department of Biology, Concordia University, Montreal, QC, Canada.

Description:

Through the lens of preclinical research on substance use disorders (SUD), I propose a reflection aimed at re-evaluating animal models in neuroscience, with a focus on ecological relevance. While rodent models have provided valuable insights into the neurobiology of SUD, the field currently faces a validation crisis, with findings often failing to translate into effective human treatments. Originally designed to address the lack of reproducibility in animal studies, the current global gold standard of rigorous standardization has led to increasingly controlled environments. This growing disconnection between laboratory settings and real-world scenarios exacerbates the validation crisis. Rodent models have also revealed various environmental influences on drug use and its neural mechanisms, highlighting parallels with human behaviour and underscoring the importance of ecological relevance in behavioural research. Drawing inspiration from inquiries in ethology and evolutionary biology, I advocate for incorporating greater environmental complexity into animal models. In line with this idea, the neuroethological approach involves studying spontaneous behaviours in seminatural habitats while utilizing advanced technologies to monitor neural activity. Although this framework offers new insights into human neuroscience, it does not adequately capture the complex human conditions that lead to neuropsychiatric diseases. Therefore, preclinical research should prioritize understanding the environmental factors that shape human behaviour and neural architecture, integrating these insights into animal models. By emphasizing ecological relevance, we can achieve deeper insights into neuropsychiatric disorders and develop more effective treatment strategies. This approach highlights significant benefits for both scientific inquiry and ethical considerations. The controlled environment is a chimera; it is time to rethink our models. Here, I have chosen the prism of preclinical research on SUD to present, in a nonexhaustive manner, advances enabled by the use of rodent models, the crises faced by animal experimentation, the reflections and responses provided by laboratories, to finally propose rethinking our models around questions of ecological relevance, in order to improve both ethics and scientific quality. Although my discussion is illustrated by the situation in preclinical research on SUD, the observation drawn from it and the proposals made can extend to many other domains and species.





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