期刊名： Computers

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

本期文献清单为您精选发表于Computers期刊2026年度上半年的6篇封面文章，内容涵盖磁共振成像智能控制、配电电网故障诊断、联邦学习、自动驾驶目标检测、聋人手语学习以及痴呆症居家养老等多个研究方向，希望能为相关领域学者提供新的思路和参考，欢迎广大学者阅读。

1.A Review of AI-Powered Controls in the Field of Magnetic Resonance Imaging

人工智能驱动的控制在磁共振成像领域的研究综述

https://www.mdpi.com/2073-431X/15/1/27

Vinding, M.S.; Lund, T.E. A Review of AI-Powered Controls in the Field of Magnetic Resonance Imaging. Computers 2026, 15, 27.

2.Deep Learning for Short-Circuit Fault Diagnostics in Power Distribution Grids: A Comprehensive Review

基于深度学习的配电电网短路故障诊断：综合性综述

https://www.mdpi.com/2073-431X/15/2/76

Mohamed Razick, F.R.; Musilek, P. Deep Learning for Short-Circuit Fault Diagnostics in Power Distribution Grids: A Comprehensive Review. Computers 2026, 15, 76.

3.Federated Learning: A Survey of Core Challenges, Current Methods, and Opportunities

联邦学习：核心挑战、当前方法与机遇综述

https://www.mdpi.com/2073-431X/15/3/155

Baduwal, M.; Paudel, P.; Chaudhary, V. Federated Learning: A Survey of Core Challenges, Current Methods, and Opportunities. Computers 2026, 15, 155.

4.Performance Degradation of Object Detection Neural Networks Under Natural Visual Contamination in Autonomous Driving

自动驾驶中自然视觉污染下目标检测神经网络的性能退化

https://www.mdpi.com/2073-431X/15/4/254

Csikor, D.; Hollósi, J. Performance Degradation of Object Detection Neural Networks Under Natural Visual Contamination in Autonomous Driving. Computers 2026, 15, 254.

5.ASL Recognition and Game-Based Interaction: A Machine Learning—Driven, Gamified and Accessible Vocabulary Learning System for Deaf Learners

美国手语识别与游戏化互动：一个面向聋人学习者的机器学习驱动、游戏化且无障碍的词汇学习系统

https://www.mdpi.com/2073-431X/15/5/299

Amiruzzaman, S.; Batchu, R.M.; Amiruzzaman, M.; Ngo, L.; Dewan, M.A.A. ASL Recognition and Game-Based Interaction: A Machine Learning—Driven, Gamified and Accessible Vocabulary Learning System for Deaf Learners. Computers 2026, 15, 299.

6.The Home as an Active Caregiving Partner: Scaling Zero-Interface Audiovisual Connectivity for “Aging in Place” with Dementia

将家作为主动照护伙伴：面向痴呆症患者“居家养老”的零界面音视频连接规模化

https://www.mdpi.com/2073-431X/15/6/353

Potamitis, I. The Home as an Active Caregiving Partner: Scaling Zero-Interface Audiovisual Connectivity for “Aging in Place” with Dementia. Computers 2026, 15, 353.

期刊介绍

主编：Prof. Dr. Paolo Bellavista, University of Bologna, Italy

Computers(ISSN 2073-431X) 创刊于2012年，旨在为计算机科学领域的研究提供一个成果共享平台，致力于推动计算机科学及相关领域的原创研究和应用。鼓励科学家们以尽可能详细的方式发布他们的实验和理论结果，确保研究的透明度和可重复性。目前Computers期刊被Scopus、ESCI (Web of Science)、Ei Compendex、Inspec、 dblp等数据库收录。

2025 Impact Factor：5.2

2025 CiteScore：9.1

Time to First Decision：15.4 Days

Acceptance to Publication：3.9 Days