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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C2f-E improvement process. by Pingping Yan (462509)

“…Furthermore, Parameters and GFLOPs were reduced by 10.0% and 23.2%, respectively, indicating a significant enhancement in detection accuracy along with a substantial decrease in both parameters and computational costs. …”

S1 File - by Ruiming Xiao (6389546)

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Recruitment flow diagram of the current study. by Somayeh Momenyan (10111603)

“…</p><p>Conclusions</p><p>Clinicians should assess and address patients’ recovery expectations early in the care process, as these may significantly influence long-term HRQoL outcomes. Incorporating strategies to support realistic yet positive expectations, such as cognitive-behavioral therapy, structured patient education, and goal-setting programs, may improve recovery experiences. …”

Log2 fold change (FC) of the overlaps of lipid metabolites between the study groups and those significant metabolites that appear exclusively in a single group (unique) represented... by Laia Bertran (3685147)

Pan-cancer analyses of ACADM expression and its prognostic significance in the TCGA database. by Yu Zhang (12946)

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Impact of sludge dosage on HPST. by Peng Zhao (128233)

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Impact of settling time on HPST. by Peng Zhao (128233)

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ANOVAs for the response surface of Eq (2). by Peng Zhao (128233)

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