Colin G. Magdamo

17 papers Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
"Recon-all-clinical": Cortical surface reconstruction and analysis of heterogeneous clinical brain MRI.
Medical Image Anal.
Karthik Gopinath, Douglas N. Greve, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Oula Puonti, Juan Eugenio Iglesias
2025 J jnl
A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records.
npj Digit. Medicine
Yu Leng, Yingnan He, Samad Amini, Colin G. Magdamo, Ioannis Paschalidis, Shibani S. Mukerji, Lidia M. V. R. Moura, M. Brandon Westover, Ana-Maria Vranceanu, Christine S. Ritchie, Deborah Blacker, John R. Dickson, Sudeshna Das
2025 — conf
End-to-End Cortical Surface Reconstruction from Clinical Magnetic Resonance Images.
MLMI@MICCAI
Jesper Duemose Nielsen, Karthik Gopinath, Andrew Hoopes, Adrian V. Dalca, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Axel Thielscher, Juan Eugenio Iglesias, Oula Puonti
2025 J jnl
End-to-end Cortical Surface Reconstruction from Clinical Magnetic Resonance Images.
CoRR
Jesper Duemose Nielsen, Karthik Gopinath, Andrew Hoopes, Adrian V. Dalca, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Axel Thielscher, Juan Eugenio Iglesias, Oula Puonti
2025 J jnl
Evaluating GPT's Capability in Identifying Stages of Cognitive Impairment from Electronic Health Data.
CoRR
Yu Leng, Yingnan He, Colin G. Magdamo, Ana-Maria Vranceanu, Christine S. Ritchie, Shibani S. Mukerji, Lidia M. V. R. Moura, John R. Dickson, Deborah Blacker, Sudeshna Das
2025 — conf
Investigating Primary Care Indications to Improve the Quality of Electronic Health Record Data in Target Trial Emulation for Dementia.
CHIL
Max I Sunog, Colin G. Magdamo, Marie-Laure Charpignon, Mark W. Albers
2024 J jnl
Leveraging Pre-trained and Transformer-derived Embeddings from EHRs to Characterize Heterogeneity Across Alzheimer's Disease and Related Dementias.
CoRR
Matthew West, Colin G. Magdamo, Lily Cheng, Yingnan He, Sudeshna Das
2024 J jnl
Recon-all-clinical: Cortical surface reconstruction and analysis of heterogeneous clinical brain MRI.
CoRR
Karthik Gopinath, Douglas N. Greve, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Oula Puonti, Juan Eugenio Iglesias
2023 J jnl
AI-assisted prediction of differential response to antidepressant classes using electronic health records.
npj Digit. Medicine
Yi-han Sheu, Colin G. Magdamo, Matthew Miller, Sudeshna Das, Deborah Blacker, Jordan W. Smoller
2023 — conf
Cortical Analysis of Heterogeneous Clinical Brain MRI Scans for Large-Scale Neuroimaging Studies.
MICCAI (8)
Karthik Gopinath, Douglas N. Greve, Sudeshna Das, Steven E. Arnold, Colin G. Magdamo, Juan Eugenio Iglesias
2023 J jnl
Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studies.
CoRR
Karthik Gopinath, Douglas N. Greve, Sudeshna Das, Steven E. Arnold, Colin G. Magdamo, Juan Eugenio Iglesias
2023 J jnl
causalCmprsk: An R package for nonparametric and Cox-based estimation of average treatment effects in competing risks data.
Comput. Methods Programs Biomed.
Bella Vakulenko-Lagun, Colin G. Magdamo, Marie-Laure Charpignon, Bang Zheng, Mark W. Albers, Sudeshna Das
2022 — conf
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and No Retraining.
MICCAI (5)
Benjamin Billot, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Juan Eugenio Iglesias
2022 J jnl
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining.
CoRR
Benjamin Billot, Colin G. Magdamo, Sean E. Arnold, Sudeshna Das, Juan Eugenio Iglesias
2022 J jnl
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets.
CoRR
Benjamin Billot, Colin G. Magdamo, Steven E. Arnold, Sudeshna Das, Juan Eugenio Iglesias
2021 J jnl
Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records.
CoRR
Tanish Tyagi, Colin G. Magdamo, Ayush Noori, Zhaozhi Li, Xiao Liu, Mayuresh Deodhar, Zhuoqiao Hong, Wendong Ge, Elissa M. Ye, Yi-han Sheu, Haitham Alabsi, Laura Brenner, Gregory K. Robbins, Sahar F. Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Alberto Serrano-Pozo, Dimitry Prokopenko, Rudolph E. Tanzi, Bradley T. Hyman, Deborah Blacker, Shibani S. Mukerji, M. Brandon Westover, Sudeshna Das
2020 J jnl
Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning.
CoRR
Zhuoqiao Hong, Colin G. Magdamo, Yi-han Sheu, Prathamesh Mohite, Ayush Noori, Elissa M. Ye, Wendong Ge, Haoqi Sun, Laura Brenner, Gregory K. Robbins, Shibani Mukerji, Sahar F. Zafar, Nicole Benson, Lidia M. V. R. Moura, John Hsu, Bradley T. Hyman, M. Brandon Westover, Deborah Blacker, Sudeshna Das