Example of subsampling process. حسب Sofia P. Miranda (11418930)

Random forest classification method process. حسب Yawen Zhong (2342206)

Effects of the augmentation algorithm on cell-based data. حسب Philipp Fey (14660139)

All augmented cell line data that was generated for this manuscript (part 4). حسب Philipp Fey (14660139)

All augmented cell line data that was generated for this manuscript (part 7). حسب Philipp Fey (14660139)

All augmented cell line data that was generated for this manuscript (part 5). حسب Philipp Fey (14660139)

All augmented cell line data that was generated for this manuscript (part 1). حسب Philipp Fey (14660139)

All augmented cell line data that was generated for this manuscript (part 2). حسب Philipp Fey (14660139)

All augmented cell line data that was generated for this manuscript (part 6). حسب Philipp Fey (14660139)

All augmented cell line data that was generated for this manuscript (part 3). حسب Philipp Fey (14660139)

Process of calculating the wear probability (). حسب Natsumi Nishiyama (19928990)

Inspection of Line Defects in Transition Metal Dichalcogenides Using a Microscopic Hyperspectral Imaging Technique حسب Xiangmin Hu (1612399)

"…A light selection method was proposed to optimize the optical contrast of line defects. Via application of an image processing algorithm, an automatic detection of the line defects with a classification accuracy of 95% was achieved for WS₂, MoS₂, and MoSe₂. …"

The ROC curve for the classification of normal and abnormal images by mean Amb-I of each layer of the retina, classified by AUC = 0.92. حسب Hideki Shiihara (10803160)

Comparison of effect size (OR) between our GWAS with NLP-enriched phenotyping and previous GWAS with ICD-based phenotyping from Maguire et al. حسب Yoonjung Yoonie Joo (14296640)

Test-set Kappa for CNN with and without optimization. حسب Javier León (162217)

Test-set Kappa for RNN with and without optimization. حسب Javier León (162217)

Test-set Kappa for FFNN with and without optimization. حسب Javier León (162217)

Test-set Kappa for RNN with and without optimization. حسب Javier León (162217)

Energy-time behavior for the three optimized networks. حسب Javier León (162217)

Illustration of the process for extracting stem skeleton points. حسب Qi Yikai (22298207)