Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...

Grass-roots initiatives such as the 1000 Functional Connectomes Project (FCP) and International Neuroimaging Data- sharing Initiative (INDI) [1] are successfully amassing and sharing large-scale brain ...

Abstract: Data preprocessing is a crucial phase in the data science and machine learning pipeline, often demanding significant time and expertise. This step is vital for enhancing data quality by ...

Hi, thanks for sharing the excellent work. I am playing with this model recently. In "CT Scan Preprocessing" section of the manuscript, it states that we reformat all CT scans so that the first axis ...

fDepartment of Radiology and Imaging Sciences, Emory University Hospital, Atlanta, GA, USA gDepartment of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, ...

preprocess_volumes.py, an end-to-end Python pipeline for complete preprocessing of computed tomography (CT) scans from DICOM format to clean numpy arrays suitable for machine learning.

Skin cutaneous melanoma (SKCM) is a chronically malignant tumor with a high mortality rate. Pyroptosis, a kind of pro-inflammatory programmed cell death, has been linked to cancer in recent studies.