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Ubenwa: Cry-based Diagnosis of Birth Asphyxia
[article]
2017
arXiv
pre-print
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Every year, 3 million newborns die within the first month of life. Birth asphyxia and other breathing-related conditions are a leading cause of mortality during the neonatal phase. Current diagnostic methods are too sophisticated in terms of equipment, required expertise, and general logistics. Consequently, early detection of asphyxia in newborns is very difficult in many parts of the world, especially in resource-poor settings. We are developing a machine learning system, dubbed Ubenwa, which
arXiv:1711.06405v1
fatcat:uobadnpcxvbypfuntdagzsq75i
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... enables diagnosis of asphyxia through automated analysis of the infant cry. Deployed via smartphone and wearable technology, Ubenwa will drastically reduce the time, cost and skill required to make accurate and potentially life-saving diagnoses.
Harnessing Infant Cry for swift, cost-effective Diagnosis of Perinatal Asphyxia in low-resource settings
[article]
2018
arXiv
pre-print
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Harnessing Infant Cry for swift, cost-effective Diagnosis of Perinatal Asphyxia in low-resource settings Charles C. Onu P
II. ...
Our objective in this project was thus to develop a diagnostic solution that would not only enable the timely recognition of perinatal asphyxia in newborns but also be a cost-efficient Charles C. ...
arXiv:1808.08299v1
fatcat:gpbulovkj5fcdog25x6542z6ga
A Fully Tensorized Recurrent Neural Network
[article]
2021
arXiv
pre-print
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These are jointly updated as c t = u t * ct + f t * c t−1 h t = o t * tanh(c t ), (1) where the candidate cell state (c t ), update gate (u t ), forget gate (f t ), and output gate (o t ) vectors are given ...
by ct = tanh(W (c) x t + U (c) h t−1 + b (c) ) u t = σ(W (u) x t + U (u) h t−1 + b (u) ) f t = σ(W (f ) x t + U (f ) h t−1 + b (f ) ) o t = σ(W (o) x t + U (o) h t−1 + b (o) ). (2) In the above, x t ∈ ...
arXiv:2010.04196v3
fatcat:j36qwq5sq5eptlnazvsbzkmcpa
Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing
[article]
2018
arXiv
pre-print
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c L(x|A c ) (4) where L(x|A c ) = T t=2 A c xt−1,xt (5)
B. ...
C. ...
arXiv:1808.07991v1
fatcat:zwzpjbdqq5cedcwivgzlc6aumi
A Semi-Markov Chain Approach to Modeling Respiratory Patterns Prior to Extubation in Preterm Infants
[article]
2018
arXiv
pre-print
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+Equal contribution from both authors. 1 C. C. Onu and D. Precup been identified as an independent risk factor for increased morbidities and death [6] . ...
C. ...
arXiv:1808.07989v1
fatcat:jtgcqjlg5bh2dlydpdezrhua6m
Neural Transfer Learning for Cry-based Diagnosis of Perinatal Asphyxia
[article]
2020
arXiv
pre-print
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Building on this work, Onu et al. [5] improved the precision and recall to 73.4% and 85.3%, respectively, using support vector machines (SVM). ...
arXiv:1906.10199v3
fatcat:urxhxbei2ndbdgvmbfj63cqnmi
Preparing Women for Breast Cancer Surgery: Developing a Mobile-App-Based Video Recommender System of Patient Narratives (Preprint)
2020
JMIR Formative Research
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definitely would not; 2=would not; 3=neither would nor would not; 4=would; and 5=definitely would. b Total criteria satisfied (rated 4 or 5 for question 1 or 7 and rated 1 or 2 for question 8 or 11) was 9. c ...
doi:10.2196/22970
pmid:34076582
fatcat:yzwpqaaq7bamhcre4v7ipikjp4
Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants
[article]
2018
arXiv
pre-print
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C. ...
C. Cardiorespiratory Features Cardiorespiratory variability was analyzed using the behavior provided by the metrics, the patterns, and the Rpeak intervals of the ECG. ...
arXiv:1808.07992v1
fatcat:sgcka7ywfndedcv5brybvheqe4
Rapid Scale-up of an Antiretroviral Therapy Program Before and During the COVID-19 Pandemic — Nine States, Nigeria, March 31, 2019–September 30, 2020
2021
Morbidity and Mortality Weekly Report (MMWR)
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In 2018, an estimated 1.8 million persons living in Nigeria had HIV infection (1.3% of the total population), including 1.1 million (64%) who were receiving antiretroviral therapy (ART) (1). Effective ART reduces morbidity and mortality rates among persons with HIV infection and prevents HIV transmission once viral load is suppressed to undetectable levels (2,3). In April 2019, through the U.S. President's Emergency Plan for AIDS Relief (PEPFAR),* CDC launched an 18-month ART Surge program in
doi:10.15585/mmwr.mm7012a3
pmid:33764965
fatcat:nf5fjosjdrh2vp6sydsg2odhlm
more »
... ne Nigerian states to rapidly increase the number of persons with HIV infection receiving ART. CDC analyzed programmatic data gathered during March 31, 2019-September 30, 2020, to describe the ART Surge program's progress on case finding, ART initiation, patient retention, and ART Surge program growth. Overall, the weekly number of newly identified persons with HIV infection who initiated ART increased approximately eightfold, from 587 (week ending May 4, 2019) to 5,329 (week ending September 26, 2020). The ART Surge program resulted in 208,202 more HIV-infected persons receiving PEPFAR-supported ART despite the COVID-19 pandemic (97,387 more persons during March 31, 2019-March 31, 2020 and an additional 110,815 persons during April 2020-September 2020). Comprehensive, data-guided, locally adapted interventions and the use of incident command structures can help increase the number of persons with HIV infection who receive ART, reducing HIV-related morbidity and mortality as well as decreasing HIV transmission.
Page 68 of New York Academy of Sciences. Transactions of the New York Academy of Sciences Vol. 17, Issue 1
[page]
1954
New York Academy of Sciences. Transactions of the New York Academy of Sciences
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. ,
Chappie, Charles C., M.D., Pediatrics. Children’s Hospital of Philadelphi"?, Pliiladelphia, Pa. ...
Private Practice, Stouffville, OnU, Caru
Bukantz, Samuel Charles, M.D., Internal Medicine, Allergy. Associate Professor, Clinical Medicine, Washington University, St, Louis, Mo. ...
Page 826 of United States National Museum. Annual Report - The United States National Museum Vol. , Issue
[page]
1889
United States National Museum. Annual Report - The United States National Museum
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C, Walcott, C.D ..
NEW HAMPSHIRE:
Green, Loren W.
Hodge, Col. E. B
Merrill, George NEW JERSEY:
Abbott, Charles
Blackford, E.G Brown, Mrs. M. ...
C. ...
Page 435 of The Art-Journal Vol. 4, Issue
[page]
1852
The Art-Journal
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CHARLES HARRISON, ESQ., F.R.S. EDWARD HAWKINS, ESQ., F.R.S., F.8.A. HENRY HAYWARD, ESQ.
RIGHT HON, LORD CHIEF JUSTICE JERVIS. RIGHT HON, LORD LONDESBOROUGH. WILLIAM C. ...
LEW
GEORGE GODWIN, | Honorary POCOCK, * onus. 444, West Sraanp, March 1, 1852. ...
Page 821 of Illinois Medical Journal Vol. 19, Issue 6
[page]
1911
Illinois Medical Journal
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McLaughlin, Ro PT eerie Pardee, Lucius C. ee es Pe Park, W. E. Censor, Winnebago Co.
Med.
Pees es Parker, Charles, ae President, Whiteside Co. Med. Soc. ........ ...
Archibald Church,
CEN ac cladwnqairss onus oenss 8 RRS Prey 16
Orr, Hugh M., LaSalle............. 795
Orr, J. A. Treasurer, Massac Co. ES, ene eels Vek a a oad wa 664
Orthopedics (see Surgery). ...
Page 116 of Guernsey Breeders' Journal Vol. 95, Issue 1
[page]
1955
Guernsey Breeders' Journal
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If you have a consignment you would like us to look at, let us know at onu- for this is the last call.
FRANCHESTER FARMS
LYNDilURST, OHIO and WEST SALEM , OHIO
CHARLES B. ...
Manager
C. R. HUSTON, Manager C. B. EBY, Herdsman
116
Guernsey Breeders' Journal ...
Page 426 of Zoist; A Journal of Cerebral Physiology and Mesmerism and Their Applications to Human Welfare Vol. 12, Issue 4
[page]
1855
Zoist; A Journal of Cerebral Physiology and Mesmerism and Their Applications to Human Welfare
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Seeusiew C., ‘Serend Life penne re Bettinson, Thomas, Esq., 21, Charles-street, St. John’s Wood (Mrs. Bettinson — derived benefit at the Infirmary) . ° Biggs, Wm., Esq., M.P., ditto.. ...
Riis =- GON. be Xs adee rane eats Brine, Miss E., TD i609. 66 pe.nkensiohelnnss Brine, Misses, collected by the... .. 0.2... 00sec cece cece Ditto BN 63 és ocneeeneevew ts kiiewkh onus Ditto ditto .. ...
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