来源:Bioengineering 发布时间:2025/10/22 17:32:01
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文献清单:“人工智能在生物医学成像中的应用”|MDPI Bioengineering

期刊名:Bioengineering

期刊主页:https://www.mdpi.com/journal/bioengineering

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1. 医学图像分割的进展:传统、深度学习和混合方法的全面回顾

Advances in Medical Image Segmentation: A Comprehensive Review of Traditional, Deep Learning and Hybrid Approaches

Xu, Y.; Quan, R.; Xu, W.; Huang, Y.; Chen, X.; Liu, F. Advances in Medical Image Segmentation: A Comprehensive Review of Traditional, Deep Learning and Hybrid Approaches. Bioengineering 2024, 11, 1034.

文章链接:https://www.mdpi.com/2306-5354/11/10/1034

2. 智能赋能,守护光明:人工智能助力青光眼精准诊疗与全程管理

Advancing Glaucoma Care: Integrating Artificial Intelligence in Diagnosis, Management, and Progression Detection

Zhu, Y.; Salowe, R.; Chow, C.; Li, S.; Bastani, O.; O’Brien, J.M. Advancing Glaucoma Care: Integrating Artificial Intelligence in Diagnosis, Management, and Progression Detection. Bioengineering 2024, 11, 122.

文章链接:https://www.mdpi.com/2306-5354/11/2/122

3. 人工智能在骨折识别和临床评估中的作用

The Role of Artificial Intelligence in the Identification and Evaluation of Bone Fractures

Tieu, A.; Kroen, E.; Kadish, Y.; Liu, Z.; Patel, N.; Zhou, A.; Yilmaz, A.; Lee, S.; Deyer, T. The Role of Artificial Intelligence in the Identification and Evaluation of Bone Fractures. Bioengineering 2024, 11, 338.

文章链接:https://www.mdpi.com/2306-5354/11/4/338

4. 人工智能模型在睡眠医学标准诊断自动化中的应用

Artificial Intelligence Models for the Automation of Standard Diagnostics in Sleep Medicine—A Systematic Review

Alattar, M.; Govind, A.; Mainali, S. Artificial Intelligence Models for the Automation of Standard Diagnostics in Sleep Medicine—A Systematic Review. Bioengineering 2024, 11, 206.

文章链接:https://www.mdpi.com/2306-5354/11/3/206

5. 乳腺超声技术在中低收入国家乳腺癌早期筛查中的应用价值

Evaluating the Role of Breast Ultrasound in Early Detection of Breast Cancer in Low- and Middle-Income Countries: A Comprehensive Narrative Review

Iacob, R.; Iacob, E.R.; Stoicescu, E.R.; Ghenciu, D.M.; Cocolea, D.M.; Constantinescu, A.; Ghenciu, L.A.; Manolescu, D.L. Evaluating the Role of Breast Ultrasound in Early Detection of Breast Cancer in Low- and Middle-Income Countries: A Comprehensive Narrative Review. Bioengineering 2024, 11, 262.

文章链接:https://www.mdpi.com/2306-5354/11/3/262

6. 推动眼科影像技术:基于混合注意力机制U-Net模型的OCT图像视网膜亚层精准分割研究

Advancing Ocular Imaging: A Hybrid Attention Mechanism-Based U-Net Model for Precise Segmentation of Sub-Retinal Layers in OCT Images

Karn, P.K.; Abdulla, W.H. Advancing Ocular Imaging: A Hybrid Attention Mechanism-Based U-Net Model for Precise Segmentation of Sub-Retinal Layers in OCT Images. Bioengineering 2024, 11, 240.

文章链接:https://www.mdpi.com/2306-5354/11/3/240

7. LightCF-Net:用于实时息肉分割的轻量级长距离上下文融合网络

LightCF-Net: A Lightweight Long-Range Context Fusion Network for Real-Time Polyp Segmentation

Ji, Z.; Li, X.; Liu, J.; Chen, R.; Liao, Q.; Lyu, T.; Zhao, L. LightCF-Net: A Lightweight Long-Range Context Fusion Network for Real-Time Polyp Segmentation. Bioengineering 2024, 11, 545.

文章链接:https://www.mdpi.com/2306-5354/11/6/545

8. 基于深度学习的面部视频血氧饱和度非接触式检测

Contactless Blood Oxygen Saturation Estimation from Facial Videos Using Deep Learning

Cheng, C.-H.; Yuen, Z.; Chen, S.; Wong, K.-L.; Chin, J.-W.; Chan, T.-T.; So, R.H.Y. Contactless Blood Oxygen Saturation Estimation from Facial Videos Using Deep Learning. Bioengineering 2024, 11, 251.

文章链接:https://www.mdpi.com/2306-5354/11/3/251

9. 基于真实场景图像迁移学习的智能医疗诊断研究——以胸部X光肺炎检测为例

Deep Transfer Learning Using Real-World Image Features for Medical Image Classification, with a Case Study on Pneumonia X-ray Images

Gu, C.; Lee, M. Deep Transfer Learning Using Real-World Image Features for Medical Image Classification, with a Case Study on Pneumonia X-ray Images. Bioengineering 2024, 11, 406.

文章链接:https://www.mdpi.com/2306-5354/11/4/406

10. 动态聚焦肿瘤边界:用于 MRI 脑肿瘤分割的轻量级 U-Net

Dynamic Focus on Tumor Boundaries: A Lightweight U-Net for MRI Brain Tumor Segmentation

Avazov, K.; Mirzakhalilov, S.; Umirzakova, S.; Abdusalomov, A.; Cho, Y.I. Dynamic Focus on Tumor Boundaries: A Lightweight U-Net for MRI Brain Tumor Segmentation. Bioengineering 2024, 11, 1302.

文章链接:https://www.mdpi.com/2306-5354/11/12/1302

11. 基于深度学习和咬翼片图像增强的牙结石辅助诊断

Auxiliary Diagnosis of Dental Calculus Based on Deep Learning and Image Enhancement by Bitewing Radiographs

Lin, T.-J.; Lin, Y.-T.; Lin, Y.-J.; Tseng, A.-Y.; Lin, C.-Y.; Lo, L.-T.; Chen, T.-Y.; Chen, S.-L.; Chen, C.-A.; Li, K.-C.; et al. Auxiliary Diagnosis of Dental Calculus Based on Deep Learning and Image Enhancement by Bitewing Radiographs. Bioengineering 2024, 11, 675.

文章链接:https://www.mdpi.com/2306-5354/11/7/675

12. AI赋能乳腺癌影像:探索诊断新未来

New Frontiers in Breast Cancer Imaging: The Rise of AI

Shamir, S.B.; Sasson, A.L.; Margolies, L.R.; Mendelson, D.S. New Frontiers in Breast Cancer Imaging: The Rise of AI. Bioengineering 2024, 11, 451.

文章链接:https://www.mdpi.com/2306-5354/11/5/451

13. 不同模态的医学图像配准综述

A Review of Medical Image Registration for Different Modalities

Darzi, F.; Bocklitz, T. A Review of Medical Image Registration for Different Modalities. Bioengineering 2024, 11, 786.

文章链接:https://www.mdpi.com/2306-5354/11/8/786

14. 使用改进的卷积神经网络和改进的SVM自动检测和分类高血压视网膜病变

Automatic Detection and Classification of Hypertensive Retinopathy with Improved Convolution Neural Network and Improved SVM

Bhimavarapu, U.; Chintalapudi, N.; Battineni, G. Automatic Detection and Classification of Hypertensive Retinopathy with Improved Convolution Neural Network and Improved SVM. Bioengineering 2024, 11, 56.

文章链接:https://www.mdpi.com/2306-5354/11/1/56

15. 脑卒中病灶分割与深度学习:全面综述

Stroke Lesion Segmentation and Deep Learning: A Comprehensive Review

Malik, M.; Chong, B.; Fernandez, J.; Shim, V.; Kasabov, N.K.; Wang, A. Stroke Lesion Segmentation and Deep Learning: A Comprehensive Review. Bioengineering 2024, 11, 86.

文章链接:https://www.mdpi.com/2306-5354/11/1/86

 
 
 
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