An open-source application unifies 14 pore-segmentation methods with colour and ageing analysis, revealing that identical ...

healthcare-patient-segmentation/ │ ├── data/ │ ├── raw/ │ │ └── patient_segmentation_dataset.csv │ └── processed/ │ ├── patients_cleaned.csv │ ├── patients_features.csv │ ├── patients_processed.csv ...

Analysis of vascular networks is an essential step to unravel the mechanisms regulating the physiological and pathological organization of blood vessels. So far, most of the analyses are performed ...

MaxStyle is a novel feature-space data augmentation, which maximizes the effectiveness of style augmentation for enhancing model's out-of-domain (OOD) performance. MaxStyle augments data with improved ...

Fast and accurate segmentation of knee bone and cartilage on MRI images is becoming increasingly important in the orthopaedic area, as the segmentation is an essential prerequisite step to a ...

Single-cell mass spectrometry (MS) provides molecular information on a cellular level and enables the analysis of cellular heterogeneity. In this study, we demonstrate an approach to single-cell MS ...

QIICR was motivated by the 3 use cases from the NCI Quantitative Imaging Network. 3D Slicer was selected as the platform for implementation of open-source quantitative imaging (QI) tools. Digital ...

Perihematomal edema (PHE) is a promising surrogate marker of secondary brain injury in patients with spontaneous intracerebral hemorrhage, but it can be challenging to accurately and rapidly quantify.