DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

Zhizhong Huang, Junping Zhang, Yi Zhang

Synthetic data generation methods in healthcare: A review on open-source tools and methods

Vasileios C. Pezoulas, Dimitrios I. Zaridis, Eugenia Mylona et al.

Integrating Large Language Models with Deep Learning for Medical Imaging Modality Classification

Haider Ali, Abdul Rehman Khalid, Ijaz Muhammad Umer et al.

Inception v3 based cervical cell classification combined with artificially extracted features

Na Dong, Liang Zhao, C.H. Wu

Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data

Zengqiang Yan, Jeffry Wicaksana, Zhiwei Wang

Deep Learning in Medical Signal and Image Processing

Reinforcement Learning for Medical Image Classification Based on Deep Deterministic Policy Gradients

Ahmad Chaddad, Yuchen Jiang

Fracture Detection in Wrist X-ray Images Using Deep Learning-Based Object Detection Models

Fırat Hardalaç, Fatih Uysal, Ozan Peker

Curvilinear object segmentation in medical images based on ODoS filter and deep learning network

Yuanyuan Peng, Lin Pan, Pengpeng Luan

Distant Domain Transfer Learning for Medical Imaging

Shuteng Niu, Meryl Liu, Yongxin Liu

Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis

Florian A. Hölzl, Daniel Rueckert, Georgios Kaissis et al.

Deep Convolutional Neural Network–based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs

Yongsik Sim, Myung Jin Chung, Elmar Kotter