BER curve using Monte-Carlo simulation for <i>M</i> = 4 with different codebook lengths. by Sarmad Sohaib (21273402)

Histograms of dose differences in PTV dose metrics, D_95% (left) and D_50% (right), across different algorithms. by Kainan Shao (8999378)

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A Scalable Route to First-Order Response Properties with Correlated Sampling Phaseless Auxiliary-Field Quantum Monte Carlo by Leon Otis (20898157)

“…We present a finite-difference based algorithm to compute first-order response properties with phaseless auxiliary-field quantum Monte Carlo (ph-AFQMC) that relies on a branching correlated sampling approach. …”

Histograms of dose differences in normal lung dose metrics, Lung D_mean and V_20Gy (right), across different algorithms. by Kainan Shao (8999378)

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Boxplot comparison of volume-based dose metrics for the lungs and heart across the three algorithms: haMC (red), haAXB (green), and haAAA (blue). by Kainan Shao (8999378)

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Performance evaluation metrics of 3Mont across different cancer types. The total sample size column lists the numbers of the tumor and control samples, respectively. A 1:1 sampling... by Miray Unlu Yazici (14792680)

Generated network illustrating the pro-groups and their associated features that are identified by 3Mont for differentiating among the BRCA molecular subtypes (HR by Miray Unlu Yazici (14792680)

Average (63 patients) dose-volume histogram (DVH) comparison for the lungs, heart, and spinal cord across the three algorithms: haMC (solid lines), haAXB (dashed lines), and haAAA... by Kainan Shao (8999378)

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Graph of the results of the MCCV algorithm. by Jianguo Zhu (206510)

“…The method firstly utilizes Monte Carlo Cross Validation (MCCV) method to reject the anomalous samples in the data, and then uses GhostNet combined with CBAM algorithm to train and predict the PH values of the four Lucas soil spectral data measured by the two different methods, and compares the prediction results with those of PLSR and VGGNet-16 methods. …”

Score difference across severities when CNN confidence (also referred to as DL confidence) is used vs. not used. by Sulav Baral (22477755)

haMC_dose.csv. by Kainan Shao (8999378)

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haAXB_dose.csv. by Kainan Shao (8999378)

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haAAA_dose.csv. by Kainan Shao (8999378)

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Boxplot for PTV. by Kainan Shao (8999378)

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Statistical Comparison of Dose Metrics for organs at risk (OAR). by Kainan Shao (8999378)

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Statistical Comparison of Dose Metrics for Clinical Target Volume (CTV) and Planning Target Volume (PTV). by Kainan Shao (8999378)

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Boxplot for CTV. by Kainan Shao (8999378)

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Average DVH for PTV. by Kainan Shao (8999378)

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Beam arrangements of VMAT plans consisted of three pairs of clockwise rotational partial arcs and their corresponding counterclockwise counterparts (182^° ∼ 230<sup>°</su... by Kainan Shao (8999378)

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Lateral dose profile curves at the central dose point for the three dose engines (MC, AXB, and AAA; shown here as haMC, haAXB, and haAAA to indicate Halcyon-specific datasets). by Kainan Shao (8999378)

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