Search Results - "Mtema, Zac"
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Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening
Published in Diagnostics (Basel) (03-07-2020)“…Automated Visual Examination (AVE) is a deep learning algorithm that aims to improve the effectiveness of cervical precancer screening, particularly in low-…”
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Smartphone-Enhanced Training, QA, Monitoring, and Evaluation of a Platform for Secondary Prevention of Cervical Cancer: Opportunities and Challenges to Implementation in Tanzania
Published in JCO global oncology (01-11-2020)“…Until human papillomavirus (HPV)-based cervical screening is more affordable and widely available, visual inspection with acetic acid (VIA) is recommended by…”
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Journal Article -
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The potential effect of improved provision of rabies post-exposure prophylaxis in Gavi-eligible countries: a modelling study
Published in The Lancet infectious diseases (01-01-2019)“…Tens of thousands of people die from dog-mediated rabies annually. Deaths can be prevented through post-exposure prophylaxis for people who have been bitten,…”
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Journal Article -
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Deep learning-based image evaluation for cervical precancer screening with a smartphone targeting low resource settings - Engineering approach
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01-07-2020)“…Cervical cancer is the fourth most common cancer among women and still one of the major causes of women's death around the world. Early screening of high grade…”
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Conference Proceeding