Zobrazeno 1 - 10
of 70
pro vyhledávání: '"Komminist Weldemariam"'
Autor:
Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland, Komminist Weldemariam
Publikováno v:
Pattern Recognition Letters. 153:207-213
Generative Adversarial Networks (GANs) have recently achieved unprecedented success in photo-realistic image synthesis from low-dimensional random noise. The ability to synthesize high-quality content at a large scale brings potential risks as the ge
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fc14782a4c858a2ba3bcfa7520f209d6
https://doi.org/10.1016/j.patrec.2021.12.007
https://doi.org/10.1016/j.patrec.2021.12.007
Publikováno v:
IEEE Signal Processing Magazine. 37:168-172
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::30be5c1c2a5c5087c0baf33c8e447a06
https://doi.org/10.1109/msp.2020.2976158
https://doi.org/10.1109/msp.2020.2976158
Autor:
Fred Otieno, Navin Kumar C. Twarakavi, Jitendra Singh, Kamal C. Das, Mohamed Akram Zaytar, Komminist Weldemariam, Godbole Shantanu R, Bruno Silva
Publikováno v:
Studies in Big Data ISBN: 9789811658464
Studies in Big Data
Studies in Big Data
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::62fbf141bca8cc2b115e3986c15cc67f
https://doi.org/10.1007/978-981-16-5847-1_9
https://doi.org/10.1007/978-981-16-5847-1_9
Autor:
Girmaw Abebe, Tadesse, Celia, Cintas, William, Ogallo, Skyler, Speakman, Aisha, Walcott, Komminist, Weldemariam
Publikováno v:
AMIA Annu Symp Proc
Data-driven approaches can provide more enhanced insights for domain experts in addressing critical global health challenges, such as newborn and child health, using surveys (e.g., Demographic Health Survey). Though there are multiple surveys on the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::48094256c1f2cf872b8490ef4d6a14b7
https://pubmed.ncbi.nlm.nih.gov/34457123
https://pubmed.ncbi.nlm.nih.gov/34457123
Autor:
Nosa Orobaton, Kush R. Varshney, Aisha Walcott-Bryant, Charity Wayua, William Ogallo, Komminist Weldemariam, Skyler Speakman, Victor Akinwande, Claire-Helene Mershon
Publikováno v:
AMIA Annu Symp Proc
This study aimed at identifying the factors associated with neonatal mortality. We analyzed the Demographic and Health Survey (DHS) datasets from 10 Sub-Saharan countries. For each survey, we trained machine learning models to identify women who had
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::057b0f8738f73941aa8636698af68ccd
https://pubmed.ncbi.nlm.nih.gov/33936472
https://pubmed.ncbi.nlm.nih.gov/33936472
Autor:
Hamza Javed, Tingting Zhu, Girmaw Abebe Tadesse, Yong Liu, Jin Liu, Komminist Weldemariam, Jiyan Chen
Publikováno v:
Knowledge Management and Acquisition for Intelligent Systems ISBN: 9783030698850
PKAW
PKAW
Visual inspection of electrocardiograms (ECGs) is a common clinical practice to diagnose heart diseases (HDs), which are still responsible for millions of deaths globally every year. In particular, myocardial infarction (MI) is the leading cause of m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7e3134586c95629bb067d5c8e82591e2
https://doi.org/10.1007/978-3-030-69886-7_6
https://doi.org/10.1007/978-3-030-69886-7_6
Autor:
Jiyan Chen, Jin Liu, Yong Liu, Hamza Javed, Girmaw Abebe Tadesse, Komminist Weldemariam, Tingting Zhu
Myocardial Infarction (MI) has the highest mortality of all cardiovascular diseases (CVDs). Detection of MI and information regarding its occurrence-time in particular, would enable timely interventions that may improve patient outcomes, thereby redu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e6fbb78256c25f9b829a62af9b455a6
Autor:
Komminist Weldemariam, Sekou L. Remy, Aisha Walcott-Bryant, Samuel Osebe, Nelson Bore, Charles Wachira, Oliver Bent
Publikováno v:
ICHI
The research and development of new tools and strategies for disease intervention planning requires resources, data, and computation spread across multiple institutions and individuals. Whether this is towards an objective such as drug discovery or i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9e7b88c1393a6d63a3e395175a98d3cf
https://doi.org/10.1109/ichi48887.2020.9374384
https://doi.org/10.1109/ichi48887.2020.9374384
Publikováno v:
Blockchain
Attacks targeting several millions of non-internet based application users are on the rise. These applications such as SMS and USSD typically do not benefit from existing multi-factor authentication methods due to the nature of their interaction inte
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c743ebe065f56753581a46b266c5068b
https://doi.org/10.1109/blockchain50366.2020.00076
https://doi.org/10.1109/blockchain50366.2020.00076
Autor:
Kush R. Varshney, Charity Wayua, Aisha Walcott-Bryant, Komminist Weldemariam, Skyler Speakman, William Ogallo, Victor Akinwande
Publikováno v:
IJCAI
Improving maternal, newborn, and child health (MNCH) outcomes is a critical target for global sustainable development. Our research is centered on building predictive models, evaluating their interpretability, and generating actionable insights about
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a7b311afd78e05ba4bcc6e3312a801bb
https://doi.org/10.24963/ijcai.2020/770
https://doi.org/10.24963/ijcai.2020/770