Transfer Learning in Breast Cancer Diagnoses via Ultrasound Imaging

Structural Analysis and Optimization of Convolutional Neural Networks with a Small Sample Size

(2020) Rhett N. D’souza et al.   Scientific Reports

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Stepwise PathNet: a layer-by-layer knowledge-selection-based transfer learning algorithm

(2020) Shunsuke Imai et al.   Scientific Reports

Transfer learning for process fault diagnosis: Knowledge transfer from simulation to physical processes

(2020) Weijun Li et al.   COMPUTERS & CHEMICAL ENGINEERING

Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation

(2020) Nima Tajbakhsh et al.   MEDICAL IMAGE ANALYSIS

A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI

(2020) Qiyuan Hu et al.   Scientific Reports

Data augmentation in microscopic images for material data mining

(2020) Boyuan Ma et al.   npj Computational Materials

A scoping review of transfer learning research on medical image analysis using ImageNet

(2020) Mohammad Amin Morid et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes

(2019) Alexander Kensert et al.   SLAS Discovery

Deep Learning in Medical Ultrasound Analysis: A Review

(2019) Shengfeng Liu et al.   Engineering

Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

(2019) Veronika Cheplygina et al.   MEDICAL IMAGE ANALYSIS

Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition

(2019) Jing Zhang et al.   ACM COMPUTING SURVEYS

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

Continual lifelong learning with neural networks: A review

(2019) German I. Parisi et al.   NEURAL NETWORKS

Transfer learning with pre-trained deep convolutional neural networks for serous cell classification

(2019) Elif Baykal et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Enhancement of Multimodal Microwave-Ultrasound Breast Imaging Using a Deep-Learning Technique

(2019) Vahab Khoshdel et al.   SENSORS

Recent advances and applications of machine learning in solid-state materials science

(2019) Jonathan Schmidt et al.   npj Computational Materials

Deep Learning for Generic Object Detection: A Survey

(2019) Li Liu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Learning in Ultrasound Imaging

(2019) Ruud J. G. van Sloun et al.   PROCEEDINGS OF THE IEEE

Data Augmentation with Suboptimal Warping for Time-Series Classification

(2019) Krzysztof Kamycki et al.   SENSORS

Machine Learning in Ultrasound Computer-Aided Diagnostic Systems: A Survey

(2018) Qinghua Huang et al.   Biomed Research International

Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks

(2018) Moi Hoon Yap et al.   IEEE Journal of Biomedical and Health Informatics

Machine learning for medical ultrasound: status, methods, and future opportunities

(2018) Laura J. Brattain et al.   Abdominal Radiology

Recolored Image Detection via a Deep Discriminative Model

(2018) Yanyang Yan et al.   IEEE Transactions on Information Forensics and Security

From BoW to CNN: Two Decades of Texture Representation for Texture Classification

(2018) Li Liu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Breast mass classification in sonography with transfer learning using a deep convolutional neural network and color conversion

(2018) Michal Byra et al.   MEDICAL PHYSICS

Learning without Forgetting

(2017) Zhizhong Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection

(2017) Shekoofeh Azizi et al.   International Journal of Computer Assisted Radiology and Surgery

Early Detection and Screening for Breast Cancer

(2017) Cathy Coleman   Seminars in Oncology Nursing

MO-DE-207B-06: Computer-Aided Diagnosis of Breast Ultrasound Images Using Transfer Learning From Deep Convolutional Neural Networks

(2016) B Huynh et al.   MEDICAL PHYSICS

ImageNet Large Scale Visual Recognition Challenge

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

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Ultrasound Diagnosis of Breast Cancer

(2013) Yufeng Zhou   Journal of Medical Imaging and Health Informatics

Completely Automated Segmentation Approach for Breast Ultrasound Images Using Multiple-Domain Features

(2012) Juan Shan et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

US Artifacts

(2009) Myra K. Feldman et al.   RADIOGRAPHICS

A novel algorithm for initial lesion detection in ultrasound breast images

(2008) Moi Hoon Yap et al.   Journal of Applied Clinical Medical Physics