Hemorrhage detection and segmentation in traumatic pelvic injuries

P Davuluri, J Wu, Y Tang, CH Cockrell… - … methods in medicine, 2012 - Wiley Online Library
Automated hemorrhage detection and segmentation in traumatic pelvic injuries is vital for
fast and accurate treatment decision making. Hemorrhage is the main cause of deaths in …

An automated method for hemorrhage detection in traumatic pelvic injuries

P Davuluri, J Wu, KR Ward, CH Cockrell… - … Conference of the …, 2011 - ieeexplore.ieee.org
Hemorrhage is the main cause of deaths that occurs within first 24 hours after a traumatic
pelvic injury. Therefore, it is very important to determine hemorrhage quickly. Hemorrhages …

Performance of a deep learning algorithm for automated segmentation and quantification of traumatic pelvic hematomas on CT

D Dreizin, Y Zhou, Y Zhang, N Tirada… - Journal of digital imaging, 2020 - Springer
The volume of pelvic hematoma at CT has been shown to be the strongest independent
predictor of major arterial injury requiring angioembolization in trauma victims with pelvic …

Volumetric analysis of pelvic hematomas after blunt trauma using semi-automated seeded region growing segmentation: a method validation study

D Dreizin, UK Bodanapally, N Neerchal, N Tirada… - Abdominal …, 2016 - Springer
Objective Manually segmented traumatic pelvic hematoma volumes are strongly predictive
of active bleeding at conventional angiography, but the method is time intensive, limiting its …

Haemorrhages detection using geometrical techniques

S Joshi, PT Karule - Computer Methods in Biomechanics and …, 2020 - Taylor & Francis
Aim With an increasing percentage of retinal pathology because of diabetes, eye screening
for diabetic retinopathy (DR) is in demand throughout the world. Haemorrhages (HEs) are …

[PDF][PDF] An efficient hemorrhage detection system using decision tree classifier

P Nivedhitha, S Sankar… - International Journal of …, 2019 - researchgate.net
the visual representations of the inner constituents of body along with the functions of either
organs or tissues comprising its physiology are developed in medical imaging. These …

Fracture detection in traumatic pelvic CT images

J Wu, P Davuluri, KR Ward, C Cockrell… - International Journal …, 2012 - Wiley Online Library
Fracture detection in pelvic bones is vital for patient diagnostic decisions and treatment
planning in traumatic pelvic injuries. Manual detection of bone fracture from computed …

Computer-assisted delineation of hematoma from CT volume using autoencoder and Chan Vese model

MK Nag, S Chatterjee, AK Sadhu, J Chatterjee… - International journal of …, 2019 - Springer
Purpose To reduce the inter-and intra-rater variability as well as time and effort, a method for
computer-assisted delineation of hematoma is proposed. Delineation of hematoma is done …

Unified wavelet and gaussian filtering for segmentation of CT images; application in segmentation of bone in pelvic CT images

S Vasilache, K Ward, C Cockrell, J Ha… - BMC medical informatics …, 2009 - Springer
Background The analysis of pelvic CT scans is a crucial step for detecting and assessing the
severity of Traumatic Pelvic Injuries. Automating the processing of pelvic CT scans could …

Multi-scale attentional network for multi-focal segmentation of active bleed after pelvic fractures

Y Zhou, D Dreizin, Y Li, Z Zhang, Y Wang… - Machine Learning in …, 2019 - Springer
Trauma is the worldwide leading cause of death and disability in those younger than 45
years, and pelvic fractures are a major source of morbidity and mortality. Automated …