MDC-net: A new convolutional neural network for nucleus segmentation in histopathology images with distance maps and contour information

Addressing class imbalance in deep learning for small lesion detection on medical images

(2020) Alessandro Bria et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning

(2020) Xiaoming Liu et al.   IEEE Journal of Selected Topics in Signal Processing

NucleiSegNet: Robust deep learning architecture for the nuclei segmentation of liver cancer histopathology images

(2020) Shyam Lal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Reducing annotation effort in digital pathology: A Co-Representation learning framework for classification tasks

(2020) Pushpak Pati et al.   MEDICAL IMAGE ANALYSIS

Brain tumor classification using deep CNN features via transfer learning

(2019) S. Deepak et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks

(2019) Tianjiao Liu et al.   MEDICAL IMAGE ANALYSIS

Integrating deep convolutional neural networks with marker-controlled watershed for overlapping nuclei segmentation in histopathology images

(2019) Lipeng Xie et al.   NEUROCOMPUTING

Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening

(2019) Nan Wu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmentation of Nuclei in Histopathology Images by deep regression of the distance map

(2018) Peter Naylor et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Shortest path with backtracking based automatic layer segmentation in pathological retinal optical coherence tomography images

(2018) Xiaoming Liu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Automated pulmonary nodule detection in CT images using deep convolutional neural networks

(2018) Hongtao Xie et al.   PATTERN RECOGNITION

Micro-Net: A unified model for segmentation of various objects in microscopy images

(2018) Shan E Ahmed Raza et al.   MEDICAL IMAGE ANALYSIS

Constrained Deep Weak Supervision for Histopathology Image Segmentation

(2017) Zhipeng Jia et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology

(2017) Neeraj Kumar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated segmentation of overlapped nuclei using concave point detection and segment grouping

(2017) Wanjun Zhang et al.   PATTERN RECOGNITION

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

(2016) Jun Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Automatic cell nuclei segmentation and classification of breast cancer histopathology images

(2016) Pin Wang et al.   SIGNAL PROCESSING

Fiji: an open-source platform for biological-image analysis

(2012) Johannes Schindelin et al.   NATURE METHODS

$t$-Tests, $F$-Tests and Otsu's Methods for Image Thresholding

(2011) Jing-Hao Xue et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING