David Carlson, MD
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About
Titles
Clinical Professor of Psychiatry, Psychiatry; Training and Supervising Analyst, Western New England Institute for Psychoanalysis
Appointments
Education & Training
- Resident
- Yale (1962)
- MD
- Yale University (1958)
Research
Overview
Medical Subject Headings (MeSH)
Character; Empathy; Humanities; Mental Processes; Personality Development; Psychological Theory
ORCID
0000-0003-1005-6385
Research at a Glance
Publications Timeline
A big-picture view of David Carlson's research output by year.
5Publications
5Citations
Publications
2024
Refining Citizen Climate Science: Addressing Preferential Sampling for Improved Estimates of Urban Heat
Calhoun Z, Black M, Bergin M, Carlson D. Refining Citizen Climate Science: Addressing Preferential Sampling for Improved Estimates of Urban Heat. Environmental Science & Technology Letters 2024 DOI: 10.1021/acs.estlett.4c00296.Peer-Reviewed Original ResearchAltmetricConceptsUrban heatUrban heat island dataUrban heat islandMeasured air temperatureLong time scalesCitizen science dataHeat islandHeat extremesIsland dataObserved temperatureAir temperatureTime scalesHeat riskPreferential samplingCitizen scientistsScience dataPoor neighborhoodsCitizen science approachNorth CarolinaSpatial statisticsCitizensNeighborhoodNOAALocationNorthElectome 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 ResearchCitationsAltmetricMeSH Keywords and ConceptsConceptsCognitive processesEmotional brain networksBrain networksMental disordersFunctional connectomeTranslational biomarkersBrain statesBehavioral contextDisordersHeterogeneous disorderRelevant networksPrevalence of illnessBiologically relevant networksMoodCircuit insightAffectConvergence mechanismConnectomeBrainIllnessNext-generation therapeuticsDisease etiologyTherapeutic developmentIndividualsEstimating the effects of vegetation and increased albedo on the urban heat island effect with spatial causal inference
Calhoun Z, Willard F, Ge C, Rodriguez C, Bergin M, Carlson D. Estimating the effects of vegetation and increased albedo on the urban heat island effect with spatial causal inference. Scientific Reports 2024, 14: 540. PMID: 38177220, PMCID: PMC10766998, DOI: 10.1038/s41598-023-50981-w.Peer-Reviewed Original ResearchCitationsAltmetric
2023
Estimating Causal Effects using a Multi-task Deep Ensemble.
Jiang Z, Hou Z, Liu Y, Ren Y, Li K, Carlson D. Estimating Causal Effects using a Multi-task Deep Ensemble. Proceedings Of Machine Learning Research 2023, 202: 15023-15040. PMID: 38169983, PMCID: PMC10759931.Peer-Reviewed Original ResearchCitations
2022
Estimating Potential Outcome Distributions with Collaborating Causal Networks.
Zhou T, Carson W, Carlson D. Estimating Potential Outcome Distributions with Collaborating Causal Networks. Transactions On Machine Learning Research 2022, 2022 PMID: 38187355, PMCID: PMC10769464.Peer-Reviewed Original ResearchCitationsConceptsConditional average treatment effectPotential outcome distributionsOutcome distributionData generating processAverage treatment effectCausal networksCausal inference approachRestrictive assumptionsTreatment effectsGeneration processAdjustment approachInference approachDecision making processEstimationAssumptionsSemi-synthetic dataDistribution estimationBayesianDeep generative methodsComprehensive decision making processDecision
Links & Media
News
- June 13, 2018
Residents, fellows, faculty honored at 2018 Commencement ceremony
- September 15, 2003
1958 - 45th reunion
- September 15, 2002
The Yale System lives! Long live the Yale System.