专题:AI in cancer detection

This cluster of papers focuses on the application of deep learning and machine learning techniques in medical image analysis, particularly in the context of histopathology images, digital pathology, and computer-aided detection for breast cancer diagnosis. The use of convolutional neural networks and whole slide imaging is prominent in these studies, aiming to improve accuracy and efficiency in cancer prognosis and prediction.
最新文献
Segment anything in medical images

article Full Text OpenAlex

The Algorithmic Divide: A Systematic Review on AI-Driven Racial Disparities in Healthcare

review Full Text OpenAlex

Improving breast cancer classification with mRMR + SS0 + WSVM: a hybrid approach

article Full Text OpenAlex

Multimodal breast cancer hybrid explainable computer-aided diagnosis using medical mammograms and ultrasound Images

article Full Text OpenAlex

Continual Self-Supervised Learning: Towards Universal Multi-Modal Medical Data Representation Learning

article Full Text OpenAlex

Transcriptomics-Guided Slide Representation Learning in Computational Pathology

article Full Text OpenAlex

Attention based UNet model for breast cancer segmentation using BUSI dataset

article Full Text OpenAlex

HydraViT: Adaptive multi-branch transformer for multi-label disease classification from Chest X-ray images

article Full Text OpenAlex

Advancing Medical Image Analysis: The Role of Adaptive Optimization Techniques in Enhancing COVID-19 Detection, Lung Infection, and Tumor Segmentation

article Full Text OpenAlex

Differential evolution optimization based ensemble framework for accurate cervical cancer diagnosis

article Full Text OpenAlex

近5年高被引文献
U-Net and Its Variants for Medical Image Segmentation: A Review of Theory and Applications

review Full Text OpenAlex 1687 FWCI122.97003321

Segment anything in medical images

article Full Text OpenAlex 1645 FWCI1022.68445714

Deep learning-enabled medical computer vision

review Full Text OpenAlex 1081 FWCI129.76184502

Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images

article Full Text OpenAlex 1043 FWCI136.56699542

TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation

book-chapter Full Text OpenAlex 994 FWCI255.11278395

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

review Full Text OpenAlex 964 FWCI188.75006276

The Liver Tumor Segmentation Benchmark (LiTS)

article Full Text OpenAlex 959 FWCI94.20556068

Transformers in medical imaging: A survey

review Full Text OpenAlex 884 FWCI218.40366894

A review of medical image data augmentation techniques for deep learning applications

review Full Text OpenAlex 837 FWCI77.03857152

Recent advances and clinical applications of deep learning in medical image analysis

review Full Text OpenAlex 827 FWCI161.53402674