Chromosome classification via deep learning and its application to patients with structural abnormalities of chromosomes

Chromenet: a CNN architecture with comparison of optimizers for classification of human chromosome images

(2022) D. Menaka et al.   MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING

Deep Learning Reconstruction Shows Better Lung Nodule Detection for Ultra–Low-Dose Chest CT

(2022) Beibei Jiang et al.   RADIOLOGY

Identifying of 22q11.2 variations in Chinese patients with development delay

(2021) Yuanyuan Zhang et al.   BMC Medical Genomics

Copy number variations of chromosome 17p11.2 region in children with development delay and in fetuses with abnormal imaging findings

(2021) Yuanyuan Zhang et al.   BMC Medical Genomics

Investigation on combined copy number variation sequencing and cytogenetic karyotyping for prenatal diagnosis

(2021) Jinman Zhang et al.   BMC Pregnancy and Childbirth

Molecular and phenotypic characteristics of 15q24 microdeletion in pediatric patients with developmental disorders

(2021) Yuanyuan Zhang et al.   Molecular Cytogenetics

Non-uniqueness Phenomenon of Object Representation in Modeling IT Cortex by Deep Convolutional Neural Network (DCNN)

(2020) Qiulei Dong et al.   Frontiers in Computational Neuroscience

Down Syndrome

(2020) Marilyn J. Bull   NEW ENGLAND JOURNAL OF MEDICINE

Chromosomal abnormality, laboratory techniques, tools and databases in molecular Cytogenetics

(2020) Somayeh Montazerinezhad et al.   MOLECULAR BIOLOGY REPORTS

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

Deep learning powers cancer diagnosis in digital pathology

(2020) Yunjie He et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks

(2019) Yulei Qin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Machine learning approach for homolog chromosome classification

(2018) Devaraj Somasundaram   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

A survey of neural network based automated systems for human chromosome classification

(2016) Faroudja Abid et al.   ARTIFICIAL INTELLIGENCE REVIEW

A review of metaphase chromosome image selection techniques for automatic karyotype generation

(2015) Tanvi Arora et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Deep learning

(2015) Yann LeCun et al.   NATURE

Reprogenetics: preimplantational genetics diagnosis

(2014) Roberto Coco   GENETICS AND MOLECULAR BIOLOGY

Differences in IGF axis-related proteins in amniotic fluid of trisomy 21 and trisomy 18 using a multiple reaction monitoring approach

(2014) Guangrui Lai et al.   PRENATAL DIAGNOSIS

Cancer Cytogenetics: Methodology Revisited

(2014) Thomas S. K. Wan   Annals of Laboratory Medicine

Algorithms for modeling structural changes in human chromosomes

(2012) Xiaoli Yang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

The role of the Giemsa stain in cytogenetics

(2011) M Dolan   BIOTECHNIC & HISTOCHEMISTRY

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT