Representation of the feature selection algorithm. by Betty Wutzl (6945248)

Schematic view of the overall algorithm. by Betty Wutzl (6945248)

The illustration depicts our CQ-CNN architecture for binary image classification. by Mominul Islam (3513758)

PathOlOgics_RBCs Python Scripts.zip by Ahmed Elsafty (16943883)

“…</p><p dir="ltr">In terms of classification, a second algorithm was developed and employed to preliminary sort or group the individual cells (after excluding the overlapping cells manually) into different categories using five geometric measurements applied to the extracted contour from each binary image mask (see PathOlOgics_script_2; preliminary shape measurements). …”

WEISS Catheter Segmentation in Fluoroscopy Dataset by Evangelos Mazomenos (6761597)

“…</p><p dir="ltr">Binary segmentation masks of the interventional catheter are provided as ground truth. …”

Fig 12 - by Nisha Yadav (366131)

Data_Sheet_1_Multiclass Classification Based on Combined Motor Imageries.pdf by Cecilia Lindig-León (7889777)

“…Here, we propose a solution to address the limitation of identifiable motor activities by using combined MIs (i.e., MIs involving 2 or more body parts at the same time). And we propose two new multilabel uses of the Common Spatial Pattern (CSP) algorithm to optimize the signal-to-noise ratio, namely MC2CMI and MC2SMI approaches. …”

Data_Sheet_1_Alzheimer’s Disease Diagnosis and Biomarker Analysis Using Resting-State Functional MRI Functional Brain Network With Multi-Measures Features and Hippocampal Subfield... by Uttam Khatri (12689072)

“…Finally, we implemented and compared the different feature selection algorithms to integrate the structural features, brain networks, and voxel features to optimize the diagnostic identifications of AD using support vector machine (SVM) classifiers. …”

Segmentation, trace denoising and spike extraction framework. by Changjia Cai (10647521)

“…<p>(A) Mask R-CNN framework for neuron segmentation. The network predicts a probability of being a neuron, a bounding box and a binary mask for each candidate neuron taking summary images as inputs (mean and correlation). …”

Flowchart scheme of the ML-based model. by Noshaba Qasmi (20405009)

“…<b>C)</b> Image quality analysis of preprocessed images. <b>D)</b> Background removal by obtaining the largest contour followed by masking. …”

<b>From street view imagery to the countryside: large-scale perception of rural China using deep learning</b> by Yao Yao (7903457)

“…other" folder</h3><ul><li>Get_Image.py—Script for loading image data</li><li>GridMask.py—Data augmentation</li></ul><h3>4."…”