Validation of punch with timestamp: (a) Jab (b) Hook (c) Uppercut. by Saravanan Manoharan (21273304)

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

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

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

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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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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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Accuracy metrics with different percentage of the training dataset. by Saravanan Manoharan (21273304)

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Quantile regression results of male triathletes. by Junhui Zhao (626062)

“…Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

Descriptive statistics for categorical variables. by Junhui Zhao (626062)

“…Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

List of triathlon events analyzed. by Junhui Zhao (626062)

“…Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

Descriptive statistics for numerical variables. by Junhui Zhao (626062)

“…Temperature has a positive effect on race times, while altitude also shows a significant positive impact, with race times decreasing as altitude increases (up to 1,600 meters in this study’s dataset). …”

Functional feature prediction of intestinal microbiota from healthy (blue) and diseased (orange) shrimp. by Lalitphan Kitsanayanyong (19353505)

The original plotting data. by Hongmei Qian (538647)

“…</p><p>Results</p><p>In glaucomatous mice, RTA408 significantly reduces the apoptosis levels of RGCs and decreases RGC loss. …”

Proteomic and Transcriptomic Profiling Revealed Vital Molecular Events in the Transition from Goat Colostrum to Mature Milk by Xiao Zhang (152326)

“…Our results indicate that the milk protein changes were associated with a network of mammary gene expression changes; importantly, the prime factors include enhanced mammary growth/development, decreased protein translation, attenuated protein folding, and lower lip/carbohydrate metabolism. …”

FoxO3a-dependent mechanism of miR-150-5p in regulating pyroptosis in ox-LDL-stimulated RAW264.7 macrophages. (A-E) FoxO3a and ARC expression analyzed by (A-C) RT-qPCR and (D-E) Wes... by Ping-yu Cai (12389929)

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