AIMC Topic: Pregnancy

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First Trimester Noninvasive Prenatal Diagnosis: A Computational Intelligence Approach.

IEEE journal of biomedical and health informatics Jul 29, 2015
The objective of this study is to examine the potential value of using machine learning techniques such as artificial neural network (ANN) schemes for the noninvasive estimation, at 11-13 weeks of gestation, the risk for euploidy, trisomy 21 (T21), a...
Crown-Rump Length Humans Artificial Intelligence Pregnancy Trimester, First Biomarkers Maternal Age Pregnancy Prenatal Diagnosis Female Chromosome Disorders Computational Biology
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The application of fuzzy statistics and linear discriminant analysis as criteria for optimizing the preparation of plasma for matrix-assisted laser desorption/ionization mass spectrometry peptide profiling.

Clinica chimica acta; international journal of clinical chemistry Jul 9, 2015
An alternative bioinformatics approach based on fuzzy theory statistics and linear discriminant analysis is proposed for the interpretation of MALDI MS spectra in peptide profiling. When applied, the methodology enables the establishment of a reprodu...
Humans Pregnancy Female Discriminant Analysis Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Diabetes, Gestational Analytic Sample Preparation Methods Young Adult Adult Computational Biology Fuzzy Logic
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Lumbar Ultrasound Image Feature Extraction and Classification with Support Vector Machine.

Ultrasound in medicine & biology Jun 26, 2015
Needle entry site localization remains a challenge for procedures that involve lumbar puncture, for example, epidural anesthesia. To solve the problem, we have developed an image classification algorithm that can automatically identify the bone/inter...
Image Enhancement Anesthesia, Epidural Lumbar Vertebrae Punctures Image Interpretation, Computer-Assisted Pattern Recognition, Automated Humans Algorithms Pregnancy Female Reproducibility of Results Sensitivity and Specificity Support Vector Machine Ultrasonography, Interventional
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Locomotor Adaptation by Transtibial Amputees Walking With an Experimental Powered Prosthesis Under Continuous Myoelectric Control.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jun 4, 2015
Lower limb amputees can use electrical activity from their residual muscles for myoelectric control of a powered prosthesis. The most common approach for myoelectric control is a finite state controller that identifies behavioral states and discrete ...
Humans Pregnancy Middle Aged Treatment Outcome Muscle, Skeletal Robotics Female Aged Adult Male Electric Power Supplies Gait Disorders, Neurologic Artificial Limbs Tibia Equipment Failure Analysis Adaptation, Physiological Equipment Design Electromyography Amputees Gait
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A Markov random field approach to group-wise registration/mosaicing with application to ultrasound.

Medical image analysis Jun 3, 2015
In this paper we present a group-wise non-rigid registration/mosaicing algorithm based on block-matching, which is developed within a probabilistic framework. The discrete form of its energy functional is linked to a Markov Random Field (MRF) contain...
Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Subtraction Technique Algorithms Models, Statistical Computer Simulation Data Interpretation, Statistical Humans Pregnancy Reproducibility of Results Markov Chains Machine Learning Female Sensitivity and Specificity Ultrasonography Imaging, Three-Dimensional
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Application of hierarchical dissociated neural network in closed-loop hybrid system integrating biological and mechanical intelligence.

PloS one May 19, 2015
Neural networks are considered the origin of intelligence in organisms. In this paper, a new design of an intelligent system merging biological intelligence with artificial intelligence was created. It was based on a neural controller bidirectionally...
Animals Neural Networks, Computer Rats Pregnancy Systems Integration Female
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Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.

IEEE journal of biomedical and health informatics Apr 21, 2015
Automatic localization of the standard plane containing complicated anatomical structures in ultrasound (US) videos remains a challenging problem. In this paper, we present a learning-based approach to locate the fetal abdominal standard plane (FASP)...
Fetus Ultrasonography, Prenatal ROC Curve Image Processing, Computer-Assisted Abdomen Humans Neural Networks, Computer Pregnancy Female
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The potential of AOP networks for reproductive and developmental toxicity assay development.

Reproductive toxicology (Elmsford, N.Y.) Apr 15, 2015
Historically, the prediction of reproductive and developmental toxicity has largely relied on the use of animals. The adverse outcome pathway (AOP) framework forms a basis for the development of new non-animal test methods. It also provides biologica...
Female Animals Risk Assessment Gene Regulatory Networks Signal Transduction Models, Biological Knowledge Bases Reproduction Humans Computer Simulation Pregnancy Fetal Development Embryonic Development Gene Expression Regulation, Developmental Toxicity Tests Animal Testing Alternatives Systems Integration
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Management of ovarian cancer in 14th gestational week of pregnancy by robotic approach with preservation of the fetus.

Gynecologic and obstetric investigation Apr 8, 2015
The objective of this study is to present a rare case of pregnancy complicated with ovarian cancer managed by robotic surgery. A 36-year-old woman suffered from sudden onset of lower abdominal pain during her pregnancy at 14 weeks of gestation. As ma...
Pregnancy Humans Female Ovarian Neoplasms Adult Robotics Pregnancy Outcome Gynecologic Surgical Procedures Pregnancy Complications, Neoplastic
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Iatrogenic Uterine Diverticulum in Pregnancy After Robotic-assisted Myomectomy.

Journal of minimally invasive gynecology Mar 28, 2015
Uterine diverticula are rare outpouchings of the uterus associated with abnormal uterine bleeding, pelvic pain, dysmenorrhea, and adverse obstetric events. At the time of cesarean delivery at 36 5/7 weeks' gestation during the patient's first pregnan...
Adult Humans Gestational Age Pregnancy Outcome Robotics Pregnancy Uterine Myomectomy Uterus Female Diverticulum Cesarean Section Iatrogenic Disease
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