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Deep Learning in Medical Image Analysis

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Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

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An overview of deep learning in medical imaging focusing on MRI

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A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He

Deep Learning in Medical Imaging: General Overview

June‐Goo Lee, Sanghoon Jun, Young-Won Cho

Overview of deep learning in medical imaging

Kenji Suzuki

A Deep Dual-Domain Interaction Reconstruction Framework With Adaptive Gating Fusion for Low-Field MRI.

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Artificial intelligence and machine learning in sports medicine: mapping clinical tasks and assessing clinical maturity - a scoping review.

Lindskog J, Heder Ternell K, Yu Y

Early intensive antihypertensive treatment in high-risk population of intracerebral haemorrhage expansion identified by artificial intelligence (ARCHES): study protocol for a multicentre randomised controlled trial.

Wu L, Shan S, Kang K

Spatial-temporal recurrence patterns of grade 4 glioma using deep learning integrated multiparametric MRI and molecular pathology.

Hannisdal MH, Lundervold A, Goplen D

Automated error localisation and correction techniques for deep-learning-based segmentation of 3D MRI sequences based on feature-derived-region aggregation.

Ruckli AC, Roesler V, Hess H

Deep Learning Applications in Medical Imaging

Janani Viswanathan, N. Saranya, Abinaya Inbamani

Deep learning for medical imaging applications

Laith Alzubaidi

Breast cancer detection in pathological imaging using deep learning methods

Deep Learning for Medical Image Analysis

S. Kevin Zhou, Hayit Greenspan, Dinggang Shen

Machine Learning and Deep Learning Techniques for Medical Image Recognition

Ben Othman Soufiene, Chinmay Chakraborty

Deep Learning Models for Medical Imaging

K. C. Santosh, Nibaran Das, Swarnendu Ghosh

A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images

Muhammad Attique Khan, Usama Shafiq, Ameer Hamza

Correlation analysis between preoperative MRI image features based on image reconstruction algorithms and incision healing in patients with benign hepatobiliary diseases undergoing postoperative drainage tube placement

Chunlong Shao, Ning Zhang, Wei Du

Vison transformer adapter-based hyperbolic embeddings for multi-lesion segmentation in diabetic retinopathy

Zijian Wang, Haimei Lu, Haixin Yan

Automated wound care by employing a reliable U-Net architecture combined with ResNet feature encoders for monitoring chronic wounds

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