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List of works by Hongmin Cai

A Collaborative Dictionary Learning Model for Nasopharyngeal Carcinoma Segmentation on Multimodalities MR Sequences

scientific article published on 28 August 2020

A Novel Approach to Segment and Classify Regional Lymph Nodes on Computed Tomography Images ⬇️

scientific article published on October 31, 2012

A new iterative triclass thresholding technique in image segmentation.

scientific article published in March 2014

A short review of variants calling for single-cell-sequencing data with applications.

scientific article

Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms

scientific article published on 03 March 2019

Classification of COVID-19 by Compressed Chest CT Image through Deep Learning on a Large Patients Cohort

scientific article published on 09 February 2021

Copy number variants calling for single cell sequencing data by multi-constrained optimization

scientific article

Correction to: Radiomics on multi-modalities MR sequences can subtype patients with non-metastatic nasopharyngeal carcinoma (NPC) into distinct survival subgroups

scientific article published on 01 July 2019

Development of a ten-signature classifier using a support vector machine integrated approach to subdivide the M1 stage into M1a and M1b stages of nasopharyngeal carcinoma with synchronous metastases to better predict patients' survival

scientific article published on 30 November 2015

Diagnosis of breast masses from dynamic contrast-enhanced and diffusion-weighted MR: a machine learning approach.

scientific article published on 31 January 2014

Diagnostic assessment by dynamic contrast-enhanced and diffusion-weighted magnetic resonance in differentiation of breast lesions under different imaging protocols

scientific article

Discrimination of Breast Cancer with Microcalcifications on Mammography by Deep Learning

scientific article

Discrimination of malignant and benign breast masses using automatic segmentation and features extracted from dynamic contrast-enhanced and diffusion-weighted MRI.

scientific article published on 24 May 2018

Epithelial–mesenchymal transition biomarkers and support vector machine guided model in preoperatively predicting regional lymph node metastasis for rectal cancer ⬇️

scientific article published on April 26, 2012

Finding Correlated Patterns via High-Order Matching for Multiple Sourced Biological Data

scientific article published on 20 August 2018

Fully Automatic Arteriovenous Segmentation in Retinal Images via Topology-Aware Generative Adversarial Networks

scientific article published on 28 July 2020

Identification of Multidimensional Regulatory Modules Through Multi-Graph Matching With Network Constraints

scientific article published on 10 July 2019

Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network

scientific article published in 2022

Low-rank analysis-synthesis dictionary learning with adaptively ordinal locality

scientific article published on 02 August 2019

Molecular Decision Tree Algorithms Predict Individual Recurrence Pattern for Locally Advanced Nasopharyngeal Carcinoma

scientific article published on 02 June 2019

Molecular Prognostic Prediction for Locally Advanced Nasopharyngeal Carcinoma by Support Vector Machine Integrated Approach ⬇️

scientific article published on March 9, 2012

Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images

scientific article

Optimal combination of feature selection and classification via local hyperplane based learning strategy.

scientific article published on 10 July 2015

PROBABILISTIC SEGMENTATION OF BRAIN TUMORS BASED ON MULTI-MODALITY MAGNETIC RESONANCE IMAGES

Predicting underestimation of ductal carcinoma in situ: a comparison between radiomics and conventional approaches

scientific article published on 19 December 2018

Quantitative analysis and prediction of regional lymph node status in rectal cancer based on computed tomography imaging

scientific article published on 29 June 2011

Radiomics on multi-modalities MR sequences can subtype patients with non-metastatic nasopharyngeal carcinoma (NPC) into distinct survival subgroups

scientific article published on 14 March 2019

Recovering hidden diagonal structures via non-negative matrix factorization with multiple constraints.

scientific article

Repulsive force based snake model to segment and track neuronal axons in 3D microscopy image stacks.

scientific article published on 24 July 2006

Simultaneous Interrogation of Cancer Omics to Identify Subtypes With Significant Clinical Differences

scientific article published on 28 March 2019

Using nonlinear diffusion and mean shift to detect and connect cross-sections of axons in 3D optical microscopy images.

scientific article published on 25 March 2008

nbCNV: a multi-constrained optimization model for discovering copy number variants in single-cell sequencing data

scientific article

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