2024
Electome network factors: Capturing emotional brain networks related to health and disease
Walder-Christensen K, Abdelaal K, Klein H, Thomas G, Gallagher N, Talbot A, Adamson E, Rawls A, Hughes D, Mague S, Dzirasa K, Carlson D. Electome network factors: Capturing emotional brain networks related to health and disease. Cell Reports Methods 2024, 4: 100691. PMID: 38215761, PMCID: PMC10832286, DOI: 10.1016/j.crmeth.2023.100691.Peer-Reviewed Original ResearchConceptsCognitive processesEmotional brain networksBrain networksMental disordersFunctional connectomeTranslational biomarkersBrain statesBehavioral contextDisordersHeterogeneous disorderRelevant networksPrevalence of illnessBiologically relevant networksMoodCircuit insightAffectConvergence mechanismConnectomeBrainIllnessNext-generation therapeuticsDisease etiologyTherapeutic developmentIndividuals
2022
Predicting emerging chemical content in consumer products using machine learning
Thornton L, Carlson D, Wiesner M. Predicting emerging chemical content in consumer products using machine learning. The Science Of The Total Environment 2022, 834: 154849. PMID: 35405240, DOI: 10.1016/j.scitotenv.2022.154849.Peer-Reviewed Original ResearchConceptsAverage balanced accuracy