A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods
Sperm morphology, as an indicator of fertility, is a critical tool in semen analysis. In this
study, a smartphone-based hybrid system that fully automates the sperm morphological …
study, a smartphone-based hybrid system that fully automates the sperm morphological …
[HTML][HTML] Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images
R Ortiz-Ramón, MCV Hernández… - … Medical Imaging and …, 2019 - Elsevier
Background The differential quantification of brain atrophy, white matter hyperintensities
(WMH) and stroke lesions is important in studies of stroke and dementia. However, the …
(WMH) and stroke lesions is important in studies of stroke and dementia. However, the …
Gold-standard and improved framework for sperm head segmentation
Semen analysis is the first step in the evaluation of an infertile couple. Within this process,
an accurate and objective morphological analysis becomes more critical as it is based on …
an accurate and objective morphological analysis becomes more critical as it is based on …
Automatic classification of human sperm head morphology
Background and objective: Infertility is a problem that affects up to 15% of couples worldwide
with emotional and physiological implications and semen analysis is the first step in the …
with emotional and physiological implications and semen analysis is the first step in the …
Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset with Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis
Sperm morphology is crucial in semen analysis for diagnosing male infertility. To reduce
limitations in visual assessment, such as variability in biological conditions and the …
limitations in visual assessment, such as variability in biological conditions and the …
Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach
Semen analysis is currently performed by using two techniques. Visual assessment
technique is manual observation based technique and strongly depends on the experiences …
technique is manual observation based technique and strongly depends on the experiences …
Reliability of an automatic classifier for brain enlarged perivascular spaces burden and comparison with human performance
V Gonzalez-Castro, MC Valdés Hernández… - Clinical …, 2017 - portlandpress.com
In the brain, enlarged perivascular spaces (PVS) relate to cerebral small vessel disease
(SVD), poor cognition, inflammation and hypertension. We propose a fully automatic scheme …
(SVD), poor cognition, inflammation and hypertension. We propose a fully automatic scheme …
CT radiomics in colorectal cancer: Detection of KRAS mutation using texture analysis and machine learning
V González-Castro, E Cernadas, E Huelga… - Applied Sciences, 2020 - mdpi.com
Featured Application Detection of the KRAS mutation without an invasive technique (biopsy)
may have an important role in the diagnosis, prognosis, treatment, and monitoring of the …
may have an important role in the diagnosis, prognosis, treatment, and monitoring of the …
Artificial intelligence-based classification of breast cancer using cellular images
Detection and classification of breast cancer at the cellular level is one of the most
challenging problems. Since the morphology and other cellular features of cancer cells are …
challenging problems. Since the morphology and other cellular features of cancer cells are …