Expertise
Medicine & Life Sciences
# Coma
# Deep Learning
# Electroencephalography
# Epilepsy
# Heart Arrest
# Machine Learning
Engineering & Materials Science
# Deep Learning
# Electroencephalography
Publications
Recent
ISARIC Clinical Characterisation Group (2023).
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19.
International journal of epidemiology,
52(2), 355-376.
https://doi.org/10.1093/ije/dyad012
Wainstein, M., Spyrison, N., Dai, D., Ghadimi, M., Chávez-Iñiguez, J. S., Claure-Del Granado, R.
, Brusse-Keizer, M.
, Haalboom, M.
, Nguyen, D.
, Silva, C.
, van der Palen, J.
, Vonkeman, H., & ISARIC Characterization Group (2023).
Association of Country Income Level With the Characteristics and Outcomes of Critically Ill Patients Hospitalized With Acute Kidney Injury and COVID-19.
Kidney International Reports,
8(8), 1514-1530.
https://doi.org/10.1016/j.ekir.2023.05.015
ISARIC Clinical Characterisation Group (2023).
Thrombotic and hemorrhagic complications of COVID-19 in adults hospitalized in high-income countries compared with those in adults hospitalized in low- and middle-income countries in an international registry.
Research and practice in thrombosis and haemostasis,
7(5), [102142].
https://doi.org/10.1016/j.rpth.2023.102142
da Silva Lourenço, C.
, Tjepkema-Cloostermans, M. C.
, & van Putten, M. J. A. M. (2023).
Ultrafast review of ambulatory EEGs with deep learning.
Clinical neurophysiology,
154, 43-48.
https://doi.org/10.1016/j.clinph.2023.07.005
da Silva Lourenço, C.
, Tjepkema-Cloostermans, M. C.
, & van Putten, M. J. A. M. (2023).
Not one size fits all: Influence of EEG type when training a deep neural network for interictal epileptiform discharge detection.
Informatics in Medicine Unlocked,
41, [101318].
https://doi.org/10.1016/j.imu.2023.101318
da Silva Lourenço, C. (2023).
Deep Learning for EEG Analysis. [PhD Thesis - Research UT, graduation UT, University of Twente]. University of Twente.
https://doi.org/10.3990/1.9789036556910
Reyes, L. F., Murthy, S., Garcia-Gallo, E., Merson, L., Ibáñez-Prada, E. D., Rello, J., Fuentes, Y. V., Martin-Loeches, I., Bozza, F., Duque, S., Taccone, F. S., Fowler, R. A., Kartsonaki, C., Gonçalves, B. P., Citarella, B. W., Aryal, D., Burhan, E., Cummings, M. J., Delmas, C., ... the ISARIC Characterization Group (2022).
Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational, observational study.
Critical care,
26(1), [276].
https://doi.org/10.1186/s13054-022-04155-1
Garcia-Gallo, E., Merson, L., Kennon, K., Kelly, S., Citarella, B. W., Fryer, D. V., Shrapnel, S., Lee, J., Duque, S., Fuentes, Y. V., Balan, V., Smith, S., Wei, J., Gonçalves, B. P., Russell, C. D., Sigfrid, L., Dagens, A., Olliaro, P. L., Baruch, J., ... The Western Australian COVID-19 Research Response (2022).
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19.
Scientific Data,
9(1), [454].
https://doi.org/10.1038/s41597-022-01534-9
da Silva Lourenço, C.
, Tjepkema-Cloostermans, M. C.
, & van Putten, M. J. A. M. (2021).
Machine learning for detection of interictal epileptiform discharges.
Clinical neurophysiology,
132(7), 1433-1443.
https://doi.org/10.1016/j.clinph.2021.02.403
da Silva Lourenço, C.
, Tjepkema-Cloostermans, M. C.
, & van Putten, M. J. A. M. (2021).
Efficient use of clinical EEG data for deep learning in epilepsy.
Clinical neurophysiology,
132(6), 1234-1240.
https://doi.org/10.1016/j.clinph.2021.01.035
Contact Details
Visiting Address
University of Twente
Drienerlolaan 5
7522 NB Enschede
The Netherlands
Mailing Address
University of Twente
P.O. Box 217
7500 AE Enschede
The Netherlands