Alle Papers – KI in der Krebserkennung

Breast Cancer Histopathology Image Analysis: A Review

Machine learning and radiology

Improved Automatic Detection and Segmentation of Cell Nuclei in Histopathology Images

Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net)\n for Medical Image Segmentation

Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks With Jaccard Distance

Multi-atlas segmentation of biomedical images: A survey

Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond

AI applications to medical images: From machine learning to deep learning

The Influence of Margin Width on Local Control of Ductal Carcinoma in Situ of the Breast

Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map

Computed Tomographic Colonography (Virtual Colonoscopy)

Attention-based Deep Multiple Instance Learning

Multimodal deep learning models for early detection of Alzheimer’s disease stage

A methodological approach to the classification of dermoscopy images

Diagnostic Accuracy of Digital Screening Mammography With and Without Computer-Aided Detection

Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks

Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study

Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis

Stand-Alone Artificial Intelligence for Breast Cancer Detection in Mammography: Comparison With 101 Radiologists

Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening

BACH: Grand challenge on breast cancer histology images

The Potential of Radiomic-Based Phenotyping in Precision Medicine

A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT

National Performance Benchmarks for Modern Screening Digital Mammography: Update from the Breast Cancer Surveillance Consortium