Convolutional neural network for cell classification using microscope images of intracellular actin networks

Role of Big Data and Machine Learning in Diagnostic Decision Support in Radiology

(2018) Tanveer Syeda-Mahmood   Journal of the American College of Radiology

Prediction of 8-state protein secondary structures by a novel deep learning architecture

(2018) Buzhong Zhang et al.   BMC BIOINFORMATICS

Actin stress fiber organization promotes cell stiffening and proliferation of pre-invasive breast cancer cells

(2017) Sandra Tavares et al.   Nature Communications

HEp-2 Cell Image Classification With Deep Convolutional Neural Networks

(2017) Zhimin Gao et al.   IEEE Journal of Biomedical and Health Informatics

Breast Cancer Cell Line Classification and Its Relevance with Breast Tumor Subtyping

(2017) Xiaofeng Dai et al.   Journal of Cancer

Effect of Actin Organization on the Stiffness of Living Breast Cancer Cells Revealed by Peak-Force Modulation Atomic Force Microscopy

(2016) Alicia Calzado-Martín et al.   ACS Nano

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Distinct impact of targeted actin cytoskeleton reorganization on mechanical properties of normal and malignant cells

(2015) Yu.M. Efremov et al.   BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Mechanical properties of fibroblasts depend on level of cancer transformation

(2014) Yu.M. Efremov et al.   BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH

Artificial intelligence-based classification of breast cancer using cellular images

(2014) Rajesh Kumar Tripathy et al.   RSC Advances

Comparison of mechanical properties of normal and malignant thyroid cells

(2012) Meenakshi Prabhune et al.   MICRON

Cell Stiffness Is a Biomarker of the Metastatic Potential of Ovarian Cancer Cells

(2012) Wenwei Xu et al.   PLoS One

The actin cytoskeleton in cancer cell motility

(2008) Michael F. Olson et al.   CLINICAL & EXPERIMENTAL METASTASIS