AIMC Topic: Neural Networks, Computer

Clear Filters Showing 30791 to 30800 of 31376 articles

Classification of Informative Frames in Colonoscopy Videos Using Convolutional Neural Networks with Binarized Weights.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Colorectal cancer is one of the common cancers in the United States. Polyps are one of the major causes of colonic cancer, and early detection of polyps will increase the chance of cancer treatments. In this paper, we propose a novel classification o...
Colonic Polyps Databases, Factual Videotape Recording Colorectal Neoplasms Colonoscopy Humans Neural Networks, Computer
View on PubMed DOI

Diagnosis of prostate cancer in a Chinese population by using machine learning methods.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
An early diagnosis of prostate cancer (PC) is key for the successful treatment. Although invasive prostate biopsies can provide a definitive diagnosis, the number of biopsies should be reduced to avoid side effects and risks especially for the men wi...
Humans Middle Aged Prostatic Neoplasms Neural Networks, Computer Support Vector Machine Aged Machine Learning Biopsy Least-Squares Analysis Male Asian People
View on PubMed DOI

Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
In recent years machine learning methods for human activity recognition have been found very effective. These classify discriminative features generated from raw input sequences acquired from body-worn inertial sensors. However, it involves an explic...
Human Activities Algorithms Movement Humans Neural Networks, Computer Machine Learning
View on PubMed DOI

Increasing the learning Capacity of BCI Systems via CNN-HMM models.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Despite all the work in the Brain Computer Interface (BCI) community, one of the main issues that prevents it from becoming pervasive is the limitation on the number of commands with a satisfactory accuracy of detection. In this paper, we propose a s...
Machine Learning Brain-Computer Interfaces Humans Imagery, Psychotherapy Neural Networks, Computer
View on PubMed DOI

Gated Recurrent Neural Networks for EMG-Based Hand Gesture Classification. A Comparative Study.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Electromyographic activities (EMG) generated during contraction of upper limb muscles can be mapped to distinct hand gestures and movements, posing them as a promising modality for prosthetic and cybernetic applications. This paper presents a compara...
Humans Neural Networks, Computer Hand Electromyography Movement Algorithms Adult Female Male Gestures
View on PubMed DOI

Nonlinear System Identification Based on Convolutional Neural Networks for Multiple Drug Interactions.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
In heart failure patients, hemodynamics can be regulated by therapeutic drugs. Although the cardiovascular responses to these drugs usually include nonlinearity and drug interactions, it is difficult to identify the characteristics of the dynamics un...
Cardiac Output Humans Drug Interactions Neural Networks, Computer Nonlinear Dynamics Blood Pressure
View on PubMed DOI

Automatic detection and classification of marmoset vocalizations using deep and recurrent neural networks.

The Journal of the Acoustical Society of America Jul 1, 2018
This paper investigates the methods to detect and classify marmoset vocalizations automatically using a large data set of marmoset vocalizations and deep learning techniques. For vocalization detection, neural networks-based methods, including deep n...
Animals Deep Learning Support Vector Machine Callithrix Neural Networks, Computer Algorithms
View on PubMed DOI

Classification of producer characteristics in primate long calls using neural networks.

The Journal of the Acoustical Society of America Jul 1, 2018
Primate long calls are high-amplitude vocalizations that can be critical in maintaining intragroup contact and intergroup spacing, and can encode abundant information about a call's producer, such as age, sex, and individual identity. Long calls of t...
Animals Sound Saguinus Neural Networks, Computer Female Behavior, Animal Nerve Net Vocalization, Animal Humans
View on PubMed DOI

Applications of Machine Learning Methods to Genomic Selection in Breeding Wheat for Rust Resistance.

The plant genome Jul 1, 2018
New methods and algorithms are being developed for predicting untested phenotypes in schemes commonly used in genomic selection (GS). The prediction of disease resistance in GS has its own peculiarities: a) there is consensus about the additive natur...
Neural Networks, Computer Machine Learning Genomics Basidiomycota Disease Resistance Genome, Plant Triticum Plant Diseases Linear Models Models, Genetic Support Vector Machine Plant Breeding
View on PubMed DOI

AI can be sexist and racist - it's time to make it fair.

Nature Jul 1, 2018
Female Male Social Justice Artificial Intelligence Machine Learning Racism Sexism Race Factors Humans Natural Language Processing Neural Networks, Computer Sex Factors Datasets as Topic
View on PubMed DOI
Popular Topics
Recent Journals