The end result of each phase of the algorithm. by Yongning Zou (11564846)

Schematic representation of semi-automated algorithm for organoids analyzing. by Anna Demchenko (18449439)

Image processing workflow. by Denis Tamiev (7404980)

“…<p>Raw fluorescent microscope images (a) were processed with a binary segmentation algorithm, and clusters of bacterial cells were manually annotated. …”

Bayesian Spatial Binary Regression for Label Fusion in Structural Neuroimaging by D. Andrew Brown (6584837)

Homomorphic filter output on each channel. by Hesham Abdushkour (16617908)

Output of Wiener filter on each RGB channel. by Hesham Abdushkour (16617908)

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). …”

Output of morphological tactics on each channels(Red, Green and Blue). by Hesham Abdushkour (16617908)

PathOlOgics_RBCs Python Scripts.zip by Ahmed Elsafty (16943883)

“…<p dir="ltr">The first algorithm for segmentation and localization (see PathOlOgics_script_1; segment & localize using a pen) relied on manually tracing the borders of each cell using a digital pen tool on a big touchscreen display showing source images/patches. …”

The main workflow of the proposed algorithm. by Xin Li (51274)

A* Path-Finding Algorithm to Determine Cell Connections by Max Weng (22327159)

“…</p><p dir="ltr">Astrocytes were dissociated from E18 mouse cortical tissue, and image data were processed using a Cellpose 2.0 model to mask nuclei. …”

Dataset 2: Zip file containing the Tables of the presented method and results by Suchismita Behera (22027316)

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

Melanoma Skin Cancer Detection Using Deep Learning Methods and Binary GWO Algorithm by Hussein Ali Bardan (21976208)

“…This strategy </p><p dir="ltr">not only improves detection efficiency and accuracy but also supports early diagnosis and treatment planning, </p><p dir="ltr">leading to better patient outcomes. By leveraging the binary GWO algorithm to optimize the feature selection </p><p dir="ltr">process and CNNs for image classification, the proposed approach reduces computational costs while increasing </p><p dir="ltr">classification accuracy. …”

Dataset 1: Zip file containing the figures of the presented methods and results in jpeg files by Suchismita Behera (22027316)

Elsafty_Code_1; Segment & Localize Using a Pen by Ahmed Elsafty (16943883)

“…<p dir="ltr">This semi-automated algorithm for image segmentation relies on manually tracing the borders of each cell using a digital pen tool on a big touchscreen display showing field images/patches. …”

Elsafty_Code_1; segment & localize using a pen by Ahmed Elsafty (16943883)

“…<p dir="ltr">This semi-automated algorithm for image segmentation relies on manually tracing the borders of each cell using a digital pen tool on a big touchscreen display showing field images/patches. …”

Validation of image processing steps and metric results using images of a microfluidic device. by Gavrielle R. Untracht (11820311)

Qualitative performance examples of <i>CosegPP</i>’s Buckwheat with three cosegmentation methods (DeepCO³, MIG, Subdiscover) and one plant phenotyping segmentation metho... by Rubi Quiñones (11378540)

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. …”