Colin Magdamo
Massachusetts General Hospital(US)
Publications by Year
Research Areas
Machine Learning in Healthcare, Dementia and Cognitive Impairment Research, Advanced MRI Techniques and Applications, Biomedical Text Mining and Ontologies, Medical Image Segmentation Techniques
Most-Cited Works
- → Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets(2023)192 cited
- → SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry(2023)171 cited
- → Susceptibility-weighted imaging reveals cerebral microvascular injury in severe COVID-19(2021)89 cited
- → AI-assisted prediction of differential response to antidepressant classes using electronic health records(2023)77 cited
- → Innate immune signaling in the olfactory epithelium reduces odorant receptor levels: modeling transient smell loss in COVID-19 patients(2020)58 cited
- → Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia(2022)46 cited
- → CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis(2020)44 cited
- → Plasma biomarkers for prognosis of cognitive decline in patients with mild cognitive impairment(2022)42 cited
- → Cerebral Microvascular Injury in Severe COVID-19(2020)41 cited
- → Association of BCG Vaccine Treatment With Death and Dementia in Patients With Non–Muscle-Invasive Bladder Cancer(2023)37 cited