AI-assisted prediction of differential response to antidepressant classes using electronic health records

por Sheu, Yi-han, Magdamo, Colin, Miller, Matthew, Das, Sudeshna, Blacker, Deborah, Smoller, Jordan W.
Publicado 2023

Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets

por Billot, Benjamin, Magdamo, Colin, Cheng, You, Arnold, Steven E., Das, Sudeshna, Iglesias, Juan Eugenio
Publicado 2023

Cyclic multiplex fluorescent immunohistochemistry and machine learning reveal distinct states of astrocytes and microglia in normal aging and Alzheimer’s disease

por Muñoz-Castro, Clara, Noori, Ayush, Magdamo, Colin G., Li, Zhaozhi, Marks, Jordan D., Frosch, Matthew P., Das, Sudeshna, Hyman, Bradley T., Serrano-Pozo, Alberto
Publicado 2022

SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry

por Iglesias, Juan E., Billot, Benjamin, Balbastre, Yaël, Magdamo, Colin, Arnold, Steven E., Das, Sudeshna, Edlow, Brian L., Alexander, Daniel C., Golland, Polina, Fischl, Bruce
Publicado 2023

Association of BCG Vaccine Treatment With Death and Dementia in Patients With Non–Muscle-Invasive Bladder Cancer

por Weinberg, Marc S., Zafar, Affan, Magdamo, Colin, Chung, Sun Young, Chou, Wesley H., Nayan, Madhur, Deodhar, Mayuresh, Frendl, Daniel M., Feldman, Adam S., Faustman, Denise L., Arnold, Steven E., Vakulenko-Lagun, Bella, Das, Sudeshna
Publicado 2023

Plasma biomarkers for prognosis of cognitive decline in patients with mild cognitive impairment

por Kivisäkk, Pia, Magdamo, Colin, Trombetta, Bianca A, Noori, Ayush, Kuo, Yi kai E, Chibnik, Lori B, Carlyle, Becky C, Serrano-Pozo, Alberto, Scherzer, Clemens R, Hyman, Bradley T, Das, Sudeshna, Arnold, Steven E
Publicado 2022

Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study

por Ge, Wendong, Alabsi, Haitham, Jain, Aayushee, Ye, Elissa, Sun, Haoqi, Fernandes, Marta, Magdamo, Colin, Tesh, Ryan A, Collens, Sarah I, Newhouse, Amy, MVR Moura, Lidia, Zafar, Sahar, Hsu, John, Akeju, Oluwaseun, Robbins, Gregory K, Mukerji, Shibani S, Das, Sudeshna, Westover, M Brandon
Publicado 2022

Innate immune signaling in the olfactory epithelium reduces odorant receptor levels: modeling transient smell loss in COVID-19 patients

por Rodriguez, Steven, Cao, Luxiang, Rickenbacher, Gregory T., Benz, Eric G., Magdamo, Colin, Gomez, Liliana Ramirez, Holbrook, Eric H., Albers, Alefiya D., Gallagher, Rose, Westover, M. Brandon, Evans, Kyle E., Tatar, Daniel J., Mukerji, Shibani, Zafonte, Ross, Boyer, Edward W, Yu, C. Ron, Albers, Mark W.
Publicado 2020

Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia

por Charpignon, Marie-Laure, Vakulenko-Lagun, Bella, Zheng, Bang, Magdamo, Colin, Su, Bowen, Evans, Kyle, Rodriguez, Steve, Sokolov, Artem, Boswell, Sarah, Sheu, Yi-Han, Somai, Melek, Middleton, Lefkos, Hyman, Bradley T., Betensky, Rebecca A., Finkelstein, Stan N., Welsch, Roy E., Tzoulaki, Ioanna, Blacker, Deborah, Das, Sudeshna, Albers, Mark W.
Publicado 2022

Development and Evaluation of a Natural Language Processing Annotation Tool to Facilitate Phenotyping of Cognitive Status in Electronic Health Records: Diagnostic Study

por Noori, Ayush, Magdamo, Colin, Liu, Xiao, Tyagi, Tanish, Li, Zhaozhi, Kondepudi, Akhil, Alabsi, Haitham, Rudmann, Emily, Wilcox, Douglas, Brenner, Laura, Robbins, Gregory K, Moura, Lidia, Zafar, Sahar, Benson, Nicole M, Hsu, John, R Dickson, John, Serrano-Pozo, Alberto, Hyman, Bradley T, Blacker, Deborah, Westover, M Brandon, Mukerji, Shibani S, Das, Sudeshna
Publicado 2022

Susceptibility-weighted imaging reveals cerebral microvascular injury in severe COVID-19

por Conklin, John, Frosch, Matthew P., Mukerji, Shibani S., Rapalino, Otto, Maher, Mary D., Schaefer, Pamela W., Lev, Michael H., Gonzalez, R.G., Das, Sudeshna, Champion, Samantha N., Magdamo, Colin, Sen, Pritha, Harrold, G. Kyle, Alabsi, Haitham, Normandin, Erica, Shaw, Bennett, Lemieux, Jacob E., Sabeti, Pardis C., Branda, John A., Brown, Emery N., Westover, M. Brandon, Huang, Susie Y., Edlow, Brian L.
Publicado 2021

Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19

por Mukerji, Shibani S., Das, Sudeshna, Alabsi, Haitham, Brenner, Laura N., Jain, Aayushee, Magdamo, Colin, Collens, Sarah I., Ye, Elissa, Keller, Kiana, Boutros, Christine L., Leone, Michael J., Newhouse, Amy, Foy, Brody, Li, Matthew D., Lang, Min, Anahtar, Melis N., Shao, Yu-Ping, Ge, Wendong, Sun, Haoqi, Triant, Virginia A., Kalpathy-Cramer, Jayashree, Higgins, John, Rosand, Jonathan, Robbins, Gregory K., Westover, M. Brandon
Publicado 2021

COVID-19 Outpatient Screening: a Prediction Score for Adverse Events

por Sun, Haoqi, Jain, Aayushee, Leone, Michael J., Alabsi, Haitham S., Brenner, Laura, Ye, Elissa, Ge, Wendong, Shao, Yu-Ping, Boutros, Christine, Wang, Ruopeng, Tesh, Ryan, Magdamo, Colin, Collens, Sarah I., Ganglberger, Wolfgang, Bassett, Ingrid V., Meigs, James B., Kalpathy-Cramer, Jayashree, Li, Matthew D., Chu, Jacqueline, Dougan, Michael L., Stratton, Lawrence, Rosand, Jonathan, Fischl, Bruce, Das, Sudeshna, Mukerji, Shibani, Robbins, Gregory K., Westover, M. Brandon
Publicado 2020

CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis

por Sun, Haoqi, Jain, Aayushee, Leone, Michael J, Alabsi, Haitham S, Brenner, Laura N, Ye, Elissa, Ge, Wendong, Shao, Yu-Ping, Boutros, Christine L, Wang, Ruopeng, Tesh, Ryan A, Magdamo, Colin, Collens, Sarah I, Ganglberger, Wolfgang, Bassett, Ingrid V, Meigs, James B, Kalpathy-Cramer, Jayashree, Li, Matthew D, Chu, Jacqueline T, Dougan, Michael L, Stratton, Lawrence W, Rosand, Jonathan, Fischl, Bruce, Das, Sudeshna, Mukerji, Shibani S, Robbins, Gregory K, Westover, M Brandon
Publicado 2020