Alle Papers – KI in der Krebserkennung

Breast cancer detection in mammograms using convolutional neural network

PanNuke Dataset Extension, Insights and Baselines

Prediction of Breast Cancer using Machine Learning Approaches

Ensemble Deep-Learning-Enabled Clinical Decision Support System for Breast Cancer Diagnosis and Classification on Ultrasound Images

Topology Aware Fully Convolutional Networks for Histology Gland Segmentation

Quantitative classification of breast tumors in digitized mammograms

Two-phase deep convolutional neural network for reducing class skewness in histopathological images based breast cancer detection

Multi-Level Variational Autoencoder: Learning Disentangled Representations From Grouped Observations

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis

Improved breast cancer detection in asymptomatic women using 3D-automated breast ultrasound in mammographically dense breasts

Deep learning in digital pathology image analysis: a survey

Active contour model based on local and global intensity information for medical image segmentation

Skin Lesion Classification Using GAN based Data Augmentation

Detection of Mammographically Occult Architectural Distortion on Digital Breast Tomosynthesis Screening: Initial Clinical Experience

Benchmarking Self-Supervised Learning on Diverse Pathology Datasets

Characterization of Breast Cancer Types by Texture Analysis of Magnetic Resonance Images

An Application of Transfer Learning and Ensemble Learning Techniques for Cervical Histopathology Image Classification

Integrated radiomic framework for breast cancer and tumor biology using advanced machine learning and multiparametric MRI

Data augmentation for skin lesion using self-attention based progressive generative adversarial network

A Cluster-then-label Semi-supervised Learning Approach for Pathology Image Classification

Automated tool for the detection of cell nuclei in digital microscopic images: application to retinal images.

A new semiautomatic method for quantitative static and dynamic bone histology

Reflectance confocal microscopy of pigmented basal cell carcinoma

Application of Deep Learning in Breast Cancer Imaging

Breast Cancer Diagnosis by using k-Nearest Neighbor with Different Distances and Classification Rules