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Scopus Author ID: 57195104665
Loop profile: 431886

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Employment (4)

University of Winnipeg: Winnipeg, Manitoba, CA

2022-08-15 to present | Assistant Professor (Applied Computer Science)
Employment
Source: Self-asserted source
Camilo Valderrama

University of Calgary: Calgary, AB, CA

2020-08-03 to 2022-07-29 | Postdoctoral Associate (Cumming School of Medicine, Department of Community Health Sciences )
Employment
Source: Self-asserted source
Camilo Valderrama

Emory University: GA, GA, US

2015-08-15 to 2020-07-31 | Graduate Research Assistant (Biomedical Informatics)
Employment
Source: Self-asserted source
Camilo Valderrama

Universidad Icesi: Cali, Valle, CO

2011-08-01 to 2014-10-31
Employment
Source: Self-asserted source
Camilo Valderrama

Education and qualifications (1)

Emory University: Atlanta, GA, US

2015-08-15 to 2020-05-11 | PhD in Computer Science (Computer Science)
Qualification
Source: Self-asserted source
Camilo Valderrama

Works (16)

MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification

2024-07-12 | Conference paper
DOI: 10.1145/3686490.3686519
Contributors: Huanjing Liu; Camilo Valderrama; Xingying Zhang; Qian Liu
Source: check_circle
Crossref

Identifying factors that shape whether digital food marketing appeals to children

Public Health Nutrition
2023-06 | Journal article
DOI: 10.1017/S1368980023000642
Contributors: Camilo E Valderrama; Dana Lee Olstad; Yun Yun Lee; Joon Lee
Source: check_circle
Crossref

Predicting Abnormal Laboratory Blood Test Results in the Intensive Care Unit Using Novel Features Based on Information Theory and Historical Conditional Probability: Observational Study

JMIR Medical Informatics
2022-06-03 | Journal article
DOI: 10.2196/35250
Part of ISSN: 2291-9694
Contributors: Camilo Valderrama
Source: Self-asserted source
Camilo Valderrama
grade
Preferred source (of 2)‎

A comparison between the Hilbert-Huang and Discrete Wavelet Transforms to recognize emotions from electroencephalographic signals

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2021 | Journal article
DOI: 10.1109/EMBC46164.2021.9630188
EID:

2-s2.0-85122515277

Part of ISSN: 26940604
Contributors: Valderrama, C.E.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

CNN-Based LCD Transcription of Blood Pressure From a Mobile Phone Camera

Frontiers in Artificial Intelligence
2021 | Journal article
DOI: 10.3389/frai.2021.543176
EID:

2-s2.0-85117931923

Part of ISSN: 26248212
Contributors: Kulkarni, S.S.; Katebi, N.; Valderrama, C.E.; Rohloff, P.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Predicting Abnormal Laboratory Blood Test Results in the Intensive Care Unit Using Novel Features Based on Information Theory and Historical Conditional Probability: Observational Study (Preprint)

2021-11-28 | Preprint
DOI: 10.2196/preprints.35250
Contributors: Camilo E Valderrama; Daniel J Niven; Henry T Stelfox; Joon Lee
Source: check_circle
Crossref

A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population

Frontiers in Artificial Intelligence
2020 | Journal article
DOI: 10.3389/frai.2020.00056
EID:

2-s2.0-85098238453

Part of ISSN: 26248212
Contributors: Valderrama, C.E.; Marzbanrad, F.; Hall-Clifford, R.; Rohloff, P.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

A review of fetal cardiac monitoring, with a focus on low- And middle-income countries

Physiological Measurement
2020 | Journal article
DOI: 10.1088/1361-6579/abc4c7
EID:

2-s2.0-85098240211

Part of ISSN: 13616579 09673334
Contributors: Valderrama, C.E.; Ketabi, N.; Marzbanrad, F.; Rohloff, P.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Estimating birth weight from observed postnatal weights in a Guatemalan highland community

Physiological Measurement
2020 | Journal article
DOI: 10.1088/1361-6579/ab7350
EID:

2-s2.0-85081945603

Part of ISSN: 13616579 09673334
Contributors: Valderrama, C.E.; Marzbanrad, F.; Juarez, M.; Hall-Clifford, R.; Rohloff, P.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Unsupervised hidden semi-Markov model for automatic beat onset detection in 1D Doppler ultrasound

Physiological Measurement
2020 | Journal article
DOI: 10.1088/1361-6579/aba006
EID:

2-s2.0-85091323834

Part of ISSN: 13616579 09673334
Contributors: Katebi, N.; Marzbanrad, F.; Stroux, L.; Valderrama, C.E.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

An open source autocorrelation-based method for fetal heart rate estimation from one-dimensional Doppler ultrasound

Physiological Measurement
2019 | Journal article
DOI: 10.1088/1361-6579/ab033d
EID:

2-s2.0-85064076827

Part of ISSN: 13616579 09673334
Contributors: Valderrama, C.E.; Stroux, L.; Katebi, N.; Paljug, E.; Hall-Clifford, R.; Rohloff, P.; Marzbanrad, F.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Improving the quality of point of care diagnostics with real-time machine learning in low literacy LMIC settings

Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2018
2018 | Conference paper
DOI: 10.1145/3209811.3209815
EID:

2-s2.0-85048082598
Contributors: Valderrama, C.E.; Martinez, B.; Katebi, N.; Marzbanrad, F.; Hall-Clifford, R.; Rohloff, P.; Stroux, L.; Liu, C.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

MHealth intervention to improve the continuum of maternal and perinatal care in rural Guatemala: A pragmatic, randomized controlled feasibility trial

Reproductive Health
2018 | Journal article
DOI: 10.1186/s12978-018-0554-z
EID:

2-s2.0-85049500408

Part of ISSN: 17424755
Contributors: Martinez, B.; Ixen, E.C.; Hall-Clifford, R.; Juarez, M.; Miller, A.C.; Francis, A.; Valderrama, C.E.; Stroux, L.; Clifford, G.D.; Rohloff, P.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Template-based quality assessment of the Doppler Ultrasound signal for fetal monitoring

Frontiers in Physiology
2017 | Journal article
DOI: 10.3389/fphys.2017.00511
EID:

2-s2.0-85025450838

Part of ISSN: 1664042X
Contributors: Valderrama, C.E.; Marzbanrad, F.; Stroux, L.; Clifford, G.D.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Combining spectral and fractal features for emotion recognition on Electroencephalographic signals

WSEAS Transactions on Signal Processing
2014 | Journal article
EID:

2-s2.0-84905403981

Part of ISSN: 22243488 17905052
Contributors: Valderrama, C.E.; Ulloa, G.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Spectral Analysis of physiological parameters for emotion detection

STSIVA 2012 - 17th Symposium of Image, Signal Processing, and Artificial Vision
2012 | Conference paper
DOI: 10.1109/STSIVA.2012.6340595
EID:

2-s2.0-84870704859
Contributors: Valderrama, C.E.; Ulloa, G.
Source: Self-asserted source
Camilo Valderrama via Scopus - Elsevier

Peer review (4 reviews for 2 publications/grants)

Review activity for Biomedical signal processing and control. (2)
Review activity for The Lancet regional health. (2)
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