A table showing the clinical participants who were enrolled in a further or higher education course and their research activity and self-declared involvement. ‌ Zoe Edwards (3823528)

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A chart showing the facilitators to research ranked as high, medium and low importance by general practice staff. ‌ Zoe Edwards (3823528)

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A sample of DSDS spleen dataset: (a) Raw image; (b) Ground truth (spleen region is indicated as green color); (c) 3D display. ‌ Mehmet Zahid Genc (22683526)

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The architecture of the SVNC-Net. ‌ Mehmet Zahid Genc (22683526)

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Impacts of pruning and quantization on the model performances. ‌ Mehmet Zahid Genc (22683526)

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Qualitative comparison of spleen segmentation results on the MSD dataset: (a) Input CT slice, (b) Ground Truth (red boundary), (c) UPerNet prediction, (d) EMANet prediction, (e) CC... ‌ Mehmet Zahid Genc (22683526)

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Segmentation accuracy of the models. ‌ Mehmet Zahid Genc (22683526)

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The process of standard convolution and depthwise separable convolution. ‌ Mehmet Zahid Genc (22683526)

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Training and implementation details. ‌ Mehmet Zahid Genc (22683526)

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A sample of MSD spleen dataset: (a) Raw image; (b) Ground truth (spleen region is indicated as green color); (c) 3D display. ‌ Mehmet Zahid Genc (22683526)

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Qualitative comparison of spleen segmentation results on the DSDS: (a) Input CT slice, (b) Ground Truth (red boundary), (c) UPerNet prediction, (d) EMANet prediction, (e) CCNet pre... ‌ Mehmet Zahid Genc (22683526)

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Fold assignments for each evaluation round. ‌ Mehmet Zahid Genc (22683526)

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Studies on the use of 2D CNN-based models for spleen segmentation from 3D CT images. ‌ Mehmet Zahid Genc (22683526)

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Computational efficiency of the models. ‌ Mehmet Zahid Genc (22683526)

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Summary of key architectural modifications and hyperparameter adjustments from the U-Net to SVNC-Net. ‌ Mehmet Zahid Genc (22683526)

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Signal strength of ADE at the drug level ranked by reports. ‌ Jun Hua Lai (22676523)

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Outcomes distribution of drug patients with the top 50 positive signal frequency by 4 methods (ROR PRR IC MGPS). ‌ Jun Hua Lai (22676523)

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Time-to-onset analysis using the Weibull distribution test. ‌ Jun Hua Lai (22676523)

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Characteristics of AEs reports. ‌ Jun Hua Lai (22676523)

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Top 50 drugs sorted by frequency of positive signals stratified by reporter – by 4 methods (ROR PRR IC MGPS). ‌ Jun Hua Lai (22676523)

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