David Carlson, MD
Clinical Professor of Psychiatry, Psychiatry; Training and Supervising Analyst, Western New England Institute for Psychoanalysis
Research & Publications
Biography
News
Selected Publications
- Refining Citizen Climate Science: Addressing Preferential Sampling for Improved Estimates of Urban HeatCalhoun 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.
- Electome network factors: Capturing emotional brain networks related to health and diseaseWalder-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.
- Estimating the effects of vegetation and increased albedo on the urban heat island effect with spatial causal inferenceCalhoun 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.
- 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.
- 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.