Percentage distribution of maternal deaths by cause of death, PDHS 2007 and PMMS 2019. by Farid Midhet (17403945)

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Maternal mortality ratio (MMR) by cause of death, per 100,000 live births, PDHS 2007 and PMMS 2019. by Farid Midhet (17403945)

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Flow chart of proposed system. by Saravanan Manoharan (21273304)

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Comparison of the association between maternal mortality and antenatal care and skilled birth attendance in the last pregnancy; Pakistan 2007 and 2019 (see notes 2, 3). by Farid Midhet (17403945)

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IMU raw data: (a) 3-DoF accelerometer data (b) 3-DoF gyroscope data. by Saravanan Manoharan (21273304)

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MMR (maternal deaths per 100,000 live births) and 95% confidence limits by urban and rural areas, PDHS 2007 and PMMS 2019. by Farid Midhet (17403945)

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Comparison of biological and socioeconomic risk factors of maternal mortality, in Pakistan (PDHS 2007 and PMMS 2019) (see note 1). by Farid Midhet (17403945)

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Comparison of the association between maternal mortality in rural areas and distance to a hospital providing CEmONC and distance to public transport, Pakistan 2007 and 2019 (see no... by Farid Midhet (17403945)

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Model testing results across different boxers with 15% of training dataset. by Saravanan Manoharan (21273304)

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MMR (maternal deaths per 100,000 live births) and 95% confidence limits, PDHS 2007 and PMMS 2019. by Farid Midhet (17403945)

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Expert annotation of uncertain instances to refine model training. by Saravanan Manoharan (21273304)

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Literature review. by Saravanan Manoharan (21273304)

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Representative SEM images of the dentin surface topography of the three SDF test groups and the SDF-free group. by Suphanida Kaewkamchai (19762172)

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IMU data and video synchronization. by Saravanan Manoharan (21273304)

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Typical X-ray diffraction patterns of the dentin of the three SDF treated groups and the control group. by Suphanida Kaewkamchai (19762172)

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Punch types and its kinematics: (a) No punch (b) Long-range rear jab to head (c) Mid-range rear hook to head (d) Mid-range rear uppercut to head. by Saravanan Manoharan (21273304)

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SPSS data analysis files. by Farid Midhet (17403945)

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Combined Confusion matrix: (a) Rear hand punch recognition (b) Lead hand punch recognition. by Saravanan Manoharan (21273304)

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Confusion matrix-punch classification. by Saravanan Manoharan (21273304)

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Combined Confusion matrix: (a) Rear hand punch classification (b) Lead hand punch classification. by Saravanan Manoharan (21273304)

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