Diagram of the CRFS preprocessing process. by Bo Yu (241082)

Small patch classifier for preprocessing. by Soma Kobayashi (13514005)

Preprocessing example. by Giovana D. da Silva (18452198)

Metrics of all algorithms for all preprocessing techniques using test dataset. by Raphael Souza de Oliveira (12647110)

Overview of the ligand data preprocessing. by Ubair Aziz (21485738)

This model involves a multi-step process. by Taha Mohammadzadeh-Vardin (19233137)

The training process of each classification model. by Dinghong Mu (14204200)

An illustration of the preprocessing pipeline. by Eric W. Bridgeford (11442563)

Process of real-time data gathered from the AIS device, as well as the trajectory extraction, AIS validity filtering, noise filtering, and the final preprocessed trajectory. by Umar Zaman (19859645)

The preprocessing flow chart. by Tomoki Kaneko (9113490)

Graphical summary of the GloSAT dataset creation process by John Kennedy (4479223)

Multifractal spectra for monofractal process (dashed line) and turbulence signal (solid line). by Jongphil Kim (740536)

Subjects: “…proposed methodology involves…”

Preprocessing of scRNAseq data and identification of cells predicted by unsupervised clustering. by June Guha (14041154)

Data preprocessing workflow. by Young Sin Ko (14265516)

“…<p>The workflow for generating patch images during the data preprocessing step is shown. This workflow involves a series of processes for generating patch images based on the annotation data with WSIs loaded into Openslide’s library, which were processed differently according to class. …”

Evaluation of the preprocessing and training stages in text classification algorithms in the context of information retrieval by Lucas Marques Sathler Guimarães (6719771)

“…However, even by using two distinct processes of preprocessing and identifying the best training process, it was not possible to totally eliminate the learning difficulties and understanding of the model for the classifications of feelings that involved subjective characteristics of the expression of human feeling.…”

Visualizations of the nodes involved in the knowledge-supported machine reasoning to determine correct ETT placement. by Youngwon Choi (15285302)

Overall process of the proposed model framework. by Shuhang Luo (19179925)

“…(b) Model Training: The training phase involves feeding preprocessed EEG signals and questionnaire data into the model’s architecture. …”

Data Collection, Preprocessing and Routing Protocols for Wireless Sensor Networks using Machine Learning Techniques (D-PEER) by Chandra Ram (13505545)

Data_Sheet_1_Diffusion MRI: Assessment of the Impact of Acquisition and Preprocessing Methods Using the BrainVISA-Diffuse Toolbox.docx by Lucile Brun (6810254)

“…For this purpose, we developed a comprehensive toolbox called Diffuse which automatically guides the user to the best preprocessing pipeline according to the input data. Using MR images of 20 subjects from the HCP dataset, we compared the six pre-processing pipelines regarding the following criteria: the ability to recover brain’s true geometry, the tensor model estimation and derived indices in the white matter, and finally the spatial dispersion of six well known connectivity pathways. …”

Data_Sheet_1_Evaluating normalized registration and preprocessing methodologies for the analysis of brain MRI in pediatric patients with shunt-treated hydrocephalus.docx by Renee-Marie Ragguett (18695989)

“…We present a comparative study involving the evaluation of general-purpose registration algorithms for pediatric patients with shunt treated hydrocephalus. …”