AIMC Topic:
Image Interpretation, Computer-Assisted

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SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection.

IEEE journal of biomedical and health informatics Feb 8, 2018
Due to the importance of nuclear structure in cancer diagnosis, several predictive models have been described for diagnosing a wide variety of cancers based on nuclear morphology. In many computer-aided diagnosis (CAD) systems, cancer detection tasks...
Image Interpretation, Computer-Assisted Cell Nucleus Histocytochemistry Support Vector Machine Microscopy Molecular Imaging Databases, Factual Neoplasms Humans
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[Not Available].

Laryngo- rhino- otologie Feb 5, 2018
Image Interpretation, Computer-Assisted Humans Artificial Intelligence Radiography Radiology
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Neuroanatomical morphometric characterization of sex differences in youth using statistical learning.

NeuroImage Feb 3, 2018
Exploring neuroanatomical sex differences using a multivariate statistical learning approach can yield insights that cannot be derived with univariate analysis. While gross differences in total brain volume are well-established, uncovering the more s...
Humans Male Adolescent Child Support Vector Machine Brain Female Young Adult Magnetic Resonance Imaging Sex Characteristics Image Interpretation, Computer-Assisted
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Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination.

Journal of neuroscience methods Feb 3, 2018
BACKGROUND: The International Challenge for Automated Prediction of MCI from MRI data offered independent, standardized comparison of machine learning algorithms for multi-class classification of normal control (NC), mild cognitive impairment (MCI), ...
Pattern Recognition, Automated Mental Status and Dementia Tests Support Vector Machine Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Humans Brain Male Dementia Female Aged
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Translational Radiomics: Defining the Strategy Pipeline and Considerations for Application-Part 2: From Clinical Implementation to Enterprise.

Journal of the American College of Radiology : JACR Feb 1, 2018
Enterprise imaging has channeled various technological innovations to the field of clinical radiology, ranging from advanced imaging equipment and postacquisition iterative reconstruction tools to image analysis and computer-aided detection tools. Mo...
Radiology Humans Machine Learning Translational Research, Biomedical Diffusion of Innovation Image Interpretation, Computer-Assisted Precision Medicine Decision Making Diagnostic Imaging
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Leukocyte Image Segmentation Using Novel Saliency Detection Based on Positive Feedback of Visual Perception.

Journal of healthcare engineering Feb 1, 2018
This paper presents a novel method for salient object detection in nature image by simulating microsaccades in fixational eye movements. Due to a nucleated cell usually stained that is salient obviously, the proposed method is suitable to segment nuc...
Microscopy Feedback Humans Image Interpretation, Computer-Assisted Machine Learning Leukemia Image Processing, Computer-Assisted Algorithms Leukocytes
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Respiratory motion correction for free-breathing 3D abdominal MRI using CNN-based image registration: a feasibility study.

The British journal of radiology Jan 31, 2018
OBJECTIVE: Free-breathing abdomen imaging requires non-rigid motion registration of unavoidable respiratory motion in three-dimensional undersampled data sets. In this work, we introduce an image registration method based on the convolutional neural ...
Image Interpretation, Computer-Assisted Image Enhancement Signal-To-Noise Ratio Respiratory-Gated Imaging Techniques Magnetic Resonance Imaging Feasibility Studies Motion Healthy Volunteers Male Imaging, Three-Dimensional Female Adult Humans Neural Networks, Computer Abdomen
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Decoding diagnosis and lifetime consumption in alcohol dependence from grey-matter pattern information.

Acta psychiatrica Scandinavica Jan 26, 2018
OBJECTIVE: We investigated the potential of computer-based models to decode diagnosis and lifetime consumption in alcohol dependence (AD) from grey-matter pattern information. As machine-learning approaches to psychiatric neuroimaging have recently c...
Middle Aged Young Adult Cerebral Cortex Image Processing, Computer-Assisted Female Adult Alcoholism Atrophy Magnetic Resonance Imaging Male Aged Gray Matter Image Interpretation, Computer-Assisted Humans Alcohol Drinking Machine Learning
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Content Based Image Retrieval by Using Color Descriptor and Discrete Wavelet Transform.

Journal of medical systems Jan 25, 2018
Due to recent development in technology, the complexity of multimedia is significantly increased and the retrieval of similar multimedia content is a open research problem. Content-Based Image Retrieval (CBIR) is a process that provides a framework f...
Pattern Recognition, Automated Wavelet Analysis Algorithms Image Interpretation, Computer-Assisted Information Storage and Retrieval Humans Artificial Intelligence
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Deep neural networks show an equivalent and often superior performance to dermatologists in onychomycosis diagnosis: Automatic construction of onychomycosis datasets by region-based convolutional deep neural network.

PloS one Jan 19, 2018
Although there have been reports of the successful diagnosis of skin disorders using deep learning, unrealistically large clinical image datasets are required for artificial intelligence (AI) training. We created datasets of standardized nail images ...
Artificial Intelligence Machine Learning Algorithms Aged Young Adult Databases, Factual Female Foot Dermatoses Humans Hand Dermatoses Neural Networks, Computer Onychomycosis Diagnosis, Computer-Assisted Adult Area Under Curve Dermatologists Male Image Interpretation, Computer-Assisted Middle Aged
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