List of works - Yang Song

A multistage discriminative model for tumor and lymph node detection in thoracic images.

scientific article published on 18 January 2012

Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking

scientific article published on 04 May 2018

Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction.

scientific article published on 18 January 2018

Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors

scientific article

Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information.

scientific article published on January 2013

Deconfounding Causal Inference for Zero-Shot Action Recognition

scientific article published in 2024

Dictionary Pruning with Visual Word Significance for Medical Image Retrieval.

scientific article

Discriminative data transform for image feature extraction and classification

scientific article published on 01 January 2013

Discriminative pathological context detection in thoracic images based on multi-level inference

scientific article published on 01 January 2011

Dual discriminative local coding for tissue aging analysis

scientific article published on 27 February 2017

Estimation of three-dimensional chromatin morphology for nuclear classification and characterisation

scientific article published on 09 February 2021

Feature-based image patch approximation for lung tissue classification.

scientific article published on 18 January 2013

Fully automated scoring of chest radiographs in cystic fibrosis

scientific article published in January 2013

Fusing subcategory probabilities for texture classification

Hierarchical and binary spatial descriptors for lung nodule image retrieval.

scientific article published on January 2014

Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

scientific article published on 17 October 2018

Large Margin Local Estimate With Applications to Medical Image Classification.

scientific article published on 19 January 2015

Large margin aggregation of local estimates for medical image classification

scientific article published on 01 January 2014

Lesion detection and characterization with context driven approximation in thoracic FDG PET-CT images of NSCLC studies.

scientific article published on 16 October 2013

Locality-constrained Subcluster Representation Ensemble for lung image classification.

scientific article

Localized Sparse Code Gradient in Alzheimer's disease staging

scientific article

Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification.

scientific article published on 24 March 2017

Lung nodule classification with multilevel patch-based context analysis.

scientific article published on April 2014

Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells

scientific article published on 12 March 2018

Multifold Bayesian kernelization in Alzheimer's diagnosis

scientific article published on 01 January 2013

Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications

scientific article published in 2022

Overlapping node discovery for improving classification of lung nodules

scientific article

Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging

scientific article

Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling

scientific article

Similarity guided feature labeling for lesion detection

scientific article published on 01 January 2013

Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis

scientific article published on 11 January 2018

Thoracic image matching with appearance and spatial distribution.

scientific article published in January 2011

Whole brain white matter connectivity analysis using machine learning: An application to autism.

scientific article published on 24 October 2017

List of works by Yang Song

A multistage discriminative model for tumor and lymph node detection in thoracic images.

Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking

Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction.

Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors

Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information.

Deconfounding Causal Inference for Zero-Shot Action Recognition

Dictionary Pruning with Visual Word Significance for Medical Image Retrieval.

Discriminative data transform for image feature extraction and classification

Discriminative pathological context detection in thoracic images based on multi-level inference

Dual discriminative local coding for tissue aging analysis

Estimation of three-dimensional chromatin morphology for nuclear classification and characterisation

Feature-based image patch approximation for lung tissue classification.

Fully automated scoring of chest radiographs in cystic fibrosis

Fusing subcategory probabilities for texture classification

Hierarchical and binary spatial descriptors for lung nodule image retrieval.

Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

Large Margin Local Estimate With Applications to Medical Image Classification.

Large margin aggregation of local estimates for medical image classification

Lesion detection and characterization with context driven approximation in thoracic FDG PET-CT images of NSCLC studies.

Locality-constrained Subcluster Representation Ensemble for lung image classification.

Localized Sparse Code Gradient in Alzheimer's disease staging

Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification.

Lung nodule classification with multilevel patch-based context analysis.

Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells

Multifold Bayesian kernelization in Alzheimer's diagnosis

Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications

Overlapping node discovery for improving classification of lung nodules

Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging

Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling

Similarity guided feature labeling for lesion detection

Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis

Thoracic image matching with appearance and spatial distribution.

Whole brain white matter connectivity analysis using machine learning: An application to autism.