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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

Daniel Kermany, Michael H. Goldbaum, Wenjia Cai

An overview of deep learning in medical imaging focusing on MRI

Alexander Selvikvåg Lundervold, Alexander Selvikvåg Lundervold, Arvid Lundervold et al.

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

Mohammad Hesam Hesamian, Wenjing Jia, Xiangjian He

Deep Learning in Medical Imaging: General Overview

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Overview of deep learning in medical imaging

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Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

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Cross-platform deep learning enables automated cytomorphologic subtyping of acute leukemia from bone marrow smears.

Wang G, Chen W, Zhao H

A Deep Learning Prognostic Model for Diabetes Patients Using Bilateral Fundus Imaging.

Lai YM, Chung IF, Huang SH

Assessing the Performance and Reliability of Deep Learning Auto-Segmentation in Videofluoroscopic Swallowing Studies: A Systematic Review and Meta-Analysis.

Chuang WK, Lin BF, Lee YH

Discrimination of vascular proliferation in eyelid surgery using multimodal hyperspectral imaging technology.

Tian C, Jiang Z, Gu X

Head radiotherapy positioning guidance system based on feature recognition and automatic annotation: Clinical validation and error analysis.

Wang Y, Wang C, Hua G

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

Medical Images Classification Using Deep Learning

Meftahi Hanane

Deep Learning for Medical Image Analysis

S. Kevin Zhou, Hayit Greenspan, Dinggang Shen

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

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

Maali Alabdulhafith, Abduljabbar S. Ba Mahel, Nagwan Abdel Samee et al.

Dynamic architecture based deep learning approach for glioblastoma brain tumor survival prediction

Disha Sushant Wankhede, R. Selvarani