Differences between deep neural networks and human perception
When your mother calls your name, you know it’s her voice — no matter the volume, even over a poor cell phone connection. And when...
Tag: classification
Tune Hyperparameters for Classification Machine Learning Algorithms
Machine learning algorithms have hyperparameters that allow you to tailor the behavior of the algorithm to your specific dataset. Hyperparameters are different from parameters, which...
A modular cGAN classification framework: Application to colorectal tumor detection
A modular cGAN classification framework: Application to colorectal tumor detection Source link...
ASH: Research revises classification of acute myeloid leukemia and myelodysplastic syndrome
Results from a study conducted by St. Jude Children’s Research Hospital and the Munich Leukemia Laboratory were presented today as a late-breaking abstract at the...
Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving. (arXiv:1912.02249v1 [cs.CV])
Cameras are getting more and more important in autonomous driving. Wide-angle fisheye cameras are relatively cheap sensors and very suitable for automated parking and low-speed...
ACR and EULAR release new classification criteria for IgG4-related disease
The American College of Rheumatology (ACR) and the European League Against Rheumatism (EULAR) released the 2019 ACR/EULAR Classification Criteria for IgG4-Related Disease. It is the...
Deep Learning for the Classification of Small (≤2 cm) Pulmonary Nodules on CT Imaging: A Preliminary Study.
Related Articles Deep Learning for the Classification of Small (≤2 cm) Pulmonary Nodules on CT Imaging: A Preliminary Study. Acad Radiol. 2019 Nov 25;: Authors:...
Analysis of the Human Protein Atlas Image Classification competition.
Related Articles Analysis of the Human Protein Atlas Image Classification competition. Nat Methods. 2019 Dec;16(12):1254-1261 Authors: Ouyang W, Winsnes CF, Hjelmare M, Cesnik AJ, Åkesson...
How to solve the cheaters problem in Counter Strike, with or without machine learning
How to solve the cheaters problem in Counter Strike, with or without machine learning Source link...
Staging Classification for Aortic Stenosis
Staging Classification for Aortic Stenosis Source link...
Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach
Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach Source link...
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue. (arXiv:1911.08554v1 [cs.CL])
Generative seq2seq dialogue systems are trained to predict the next word in dialogues that have already occurred. They can learn from large unlabeled conversation datasets,...
CPEM: Accurate cancer type classification based on somatic alterations using an ensemble of a random forest and a deep neural network.
Related Articles CPEM: Accurate cancer type classification based on somatic alterations using an ensemble of a random forest and a deep neural network. Sci Rep. 2019...
Myoelectric Signal Classification of Targeted Muscles Using Dictionary Learning.
Related Articles Myoelectric Signal Classification of Targeted Muscles Using Dictionary Learning. Sensors (Basel). 2019 May 23;19(10): Authors: Yoo HJ, Park HJ, Lee B Abstract Surface...
Data augmentation for self-paced motor imagery classification with C-LSTM.
Related Articles Data augmentation for self-paced motor imagery classification with C-LSTM. J Neural Eng. 2019 Nov 14;: Authors: Freer D, Yang GZ Abstract OBJECTIVE: Brain...
A mobility-based classification of closed kinematic chains in biomechanics and implications for motor control [COMMENTARY]
Aaron M. Olsen Closed kinematic chains (CKCs), links connected to form one or more closed loops, are used as simple models of musculoskeletal systems (e.g....
Classification of Alzheimer's Disease with and without Imagery using Gradient Boosted Machines and ResNet-50.
Related Articles Classification of Alzheimer’s Disease with and without Imagery using Gradient Boosted Machines and ResNet-50. Brain Sci. 2019 Aug 22;9(9): Authors: Fulton LV, Dolezel...
Haptic Material Analysis and Classification Inspired by Human Exploratory Procedures.
Related Articles Haptic Material Analysis and Classification Inspired by Human Exploratory Procedures. IEEE Trans Haptics. 2019 Nov 08;: Authors: Strese M, Brudermueller L, Kirsch J,...
Employing a novel 2-gram subgroup intra pattern (2GSIP) with stacked auto encoder for membrane protein classification.
Related Articles Employing a novel 2-gram subgroup intra pattern (2GSIP) with stacked auto encoder for membrane protein classification. Mol Biol Rep. 2019 Apr;46(2):2259-2272 Authors: Jayapriya...
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline.
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. Comput Methods Programs Biomed. 2019 Nov 02;185:105172 Authors: Bonavita...