Automated Segmentation and Connectivity Analysis for Normal Pressure Hydrocephalus. (Published 10 January 2022)
本研究提出了一种从CT图像预测正常压力脑积水的自动化方法。该方法首次通过将CT图像分割的感兴趣区域与连接体数据相结合,计算特征,排除穿过这些区域的纤维束来评估脑室扩张的影响,并利用分割结果和关联的网络特性训练NPH预测模型。
https://spj.science.org/doi/10.34133/2022/9783128
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Ultrasound-Mediated Drug Delivery: Sonoporation Mechanisms, Biophysics, and Critical Factors. (Published 30 January 2022)
本研究总结了目前可获得的声孔效应实验观测和影响因素研究证据,并深入讨论了与声孔作用相关的物理学和生物学过程。
https://spj.science.org/doi/10.34133/2022/9807347
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A Review of Deep Learning Applications in Lung Ultrasound Imaging of COVID-19 Patients. (Published 15 February 2022)
Lingyi Zhao and Muyinatu A. Lediju Bell
本研究针对新冠病毒患者肺部超声成像中深度学习的应用展开研究,梳理了基于深度学习的肺部超声成像算法时间线,结合2020年5月至2021年3月发表的9篇应用深度学习与肺部超声成像技术的新冠病毒检测算法,对相关文献中所使用的数据集、深度学习模型以及最终性能等进行总结介绍,以帮助读者了解该研究领域的前景及挑战。
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Recent Advances in the Science of Burst Wave Lithotripsy and Ultrasonic Propulsion. (Published 17 February 2022)
这篇综述介绍了超声波推进和超声冲击波碎石这两种非侵入式碎石技术的研究历史和最新进展。
https://spj.science.org/doi/10.34133/2022/9847952
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Noninvasive Ultrasound Retinal Stimulation for Vision Restoration at High Spatiotemporal Resolution.(Published 22 February 2022)
Xuejun Qian, Gengxi Lu, Biju B. Thomas, Runze Li, Xiaoyang Chen, K. Kirk Shung, Mark Humayun, and Qifa Zhou
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Weakly- and Semisupervised Probabilistic Segmentation and Quantification of Reverberation Artifacts.(Published 1 March 2022)
本研究针对混响伪影提出了一种基于弱监督和半监督性(Weakly- and Semi-Supervised)的概率分割算法,以实现叠加伪影与实际图像的成功分离。该算法创新性地将概率分割网络应用于医学图像的伪影识别问题中,其中半监督方法可有效解决人工标记伪影不够精确的问题,而弱监督方法能够有效地估计有多少像素受到伪影的影响,最终实现混响信号的定量分析。
https://spj.science.org/doi/10.34133/2022/9837076
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High-Performance Magnetic-core Coils for Targeted Rodent Brain Stimulations.(Published 7 March 2022)
本研究提出一种用于啮齿动物的铁芯磁刺激线圈设计,通过数值仿真和电场测试实验,给出了优化的线圈设计,实现了高聚焦性,与现有线圈相比具有更高的电场衰减率。此外,该线圈刺激区域小,电场衰减率高,适合用于啮齿类动物大脑的局部刺激。
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Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer with Deep Learning. (Published 17 March 2022)
Hailing Liu, Yu Zhao, Fan Yang, Xiaoying Lou, Feng Wu, Hang Li, Xiaohan Xing, Tingying Peng, Bjoern Menze, Junzhou Huang, Shujun Zhang, Anjia Han, Jianhua Yao, and Xinjuan Fan
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Connectivity-based Cortical Parcellation via Contrastive Learning on Spatial-Graph Convolution.(Published 1 April 2022)
Peiting You, Xiang Li, Fan Zhang, and Quanzheng Li
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Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Autoencoders. (Published 7 April 2022)
Wei Xiong, Neil Yeung, Shubo Wang, Haofu Liao, Liyun Wang, and Jiebo Luo
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Deep Segmentation Feature-Based Radiomics Improves Recurrence Prediction of Hepatocellular Carcinoma.(Published 7 April 2022)
Jifei Wang, Dasheng Wu, Meili Sun, Zhenpeng Peng, Yingyu Lin,1Hongxin Lin, Jiazhao Chen, Tingyu Long, Zi-Ping Li, Chuanmiao Xie, Bingsheng Huang, and Shi-Ting Feng
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Blood-Brain Barrier Opening by Individualized Closed-Loop Feedback Control of Focused Ultrasound.(Published 26 April 2022)
Chih-Yen Chien, Yaoheng Yang, Yan Gong, Yimei Yue, and Hong Chen
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A Deep Learning Approach for Detecting Colorectal Cancer via Raman Spectra.(Published 2 May 2022)
Zheng Cao, Xiang Pan, Hongyun Yu, Shiyuan Hua, Da Wang, Danny Z. Chen, Min Zhou, and Jian Wu
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Automatic Detection of Atrial Fibrillation from Single-Lead ECG Using Deep Learning of the Cardiac Cycle.(Published 2 May 2022)
Alina Dubatovka and Joachim M. Buhmann
https://spj.science.org/doi/10.34133/2022/9813062
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A Review of Imaging Methods to Assess Ultrasound-Mediated Ablation
(Published 2 May 2022)
Brett Z. Fite, James Wang, Pejman Ghanouni, and Katherine W. Ferrara
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Recent Advancements in Ultrasound Transducer: From Material Strategies to Biomedical Applications.(Published 12 May 2022)
Jiapu Li, Yuqing Ma, Tao Zhang, K. Kirk Shung, and Benpeng Zhu
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A Low-Cost High-Performance Data Augmentation for Deep Learning-Based Skin Lesion Classification.(Published 1 June 2022)
Shuwei Shen, Mengjuan Xu, Fan Zhang, Pengfei Shao, Honghong Liu, Liang Xu, Chi Zhang, Peng Liu, Peng Yao, and Ronald X.Xu
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Impedance Imaging of Cells and Tissues: Design and Applications. (Published 9 June 2022)
Raziyeh Bounik, Fernando Cardes, Hasan Ulusan, Mario M. Modena, and Andreas Hierlemann
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Development of Moderate Intensity Focused Ultrasound (MIFU) for Ocular Drug Delivery. (Published 17 June 2022)
Alejandra Gonzalez-Calle, Runze Li, Isaac Asante, Juan Carlos Martinez-Camarillo, Stan Louie, Qifa Zhou, and Mark S. Humayun
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Jointly Optimized Spatial Histogram UNET Architecture (JOSHUA) for Adipose Tissue Segmentation.(Published 25 June 2022)
Joshua K. Peeples, Julie F. Jameson, Nisha M. Kotta, Jonathan M. Grasman, Whitney L. Stoppel, and Alina Zare
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Highly Integrated Multiplexing and Buffering Electronics for Large Aperture Ultrasonic Arrays.(Published 27 June 2022)
Robert Wodnicki, Haochen Kang, Di Li, Douglas N. Stephens, Hayong Jung, Yizhe Sun, Ruimin Chen, Lai-Ming Jiang, Nestor E. Cabrera-Munoz, Josquin Foiret, Qifa Zhou, and Katherine W. Ferrara
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A Transparent Ultrasound Array for Real-Time Optical, Ultrasound, and Photoacoustic Imaging.(Published 4 July 2022)
Haoyang Chen, Sumit Agrawal, Mohamed Osman, Josiah Minotto, Shubham Mirg, Jinyun Liu, Ajay Dangi, Quyen Tran, Thomas Jackson, and Sri-Rajasekhar Kothapalli
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Learning to Localize Cross-Anatomy Landmarks in X-Ray Images with a Universal Model.(Published 6 July 2022)
Heqin Zhu, Qingsong Yao, Li Xiao, and S. Kevin Zhou
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Virtual Staining, Segmentation, and Classification of Blood Smears for Label-Free Hematology Analysis.(Published 8 July 2022)
Nischita Kaza, Ashkan Ojaghi, and Francisco E. Robles
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Endoscopic Coregistered Ultrasound Imaging and Precision Histotripsy: Initial In Vivo Evaluation.(Published 11 July 2022)
Thomas G. Landry, Jessica Gannon, Eli Vlaisavljevich, Matthew G. Mallay, Jeffrey K. Woodacre, Sidney Croul, James P. Fawcett, and Jeremy A. Brown
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Three-Dimensional Shear Wave Elastography Using a 2D Row Column Addressing (RCA) Array.(Published 19 July 2022)
Zhijie Dong, Jihun Kim, Chengwu Huang, Matthew R. Lowerison, U-Wai Lok, Shigao Chen, and Pengfei Song
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High-Frequency 3D Photoacoustic Computed Tomography Using an Optical Microring Resonator.(Published 1 August 2022)
作者开发了一种基于微环谐振器作为声学传感器的高频3D-PACT系统,该系统实现了约23 MHz的检测带宽、约8 mm的成像深度、114 μm的横向分辨率和57 μm的轴向分辨率,同时展示了该系统在体外模型、离体小鼠大脑以及小鼠耳朵和蝌蚪中的性能表现,证明了3D-PACT可以成为实用的分子成像新工具。
https://spj.science.org/doi/10.34133/2022/9891510
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Noninvasive Low-Intensity Focused Ultrasound Mediates Tissue Protection following Ischemic Stroke.(Published 7 August 2022)
Alexandra M. Kaloss, Lauren N. Arnold, Eman Soliman, Maya Langman, Nathalie Groot, Eli Vlaisavljevich, and Michelle H. Theus
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Particle-Mediated Histotripsy for the Targeted Treatment of Intraluminal Biofilms in Catheter-Based Medical Devices.(Published 9 August 2022)
Christopher Childers, Connor Edsall, Isabelle Mehochko, Waleed Mustafa, Yasemin Yuksel Durmaz, Alexander L. Klibanov, Jayasimha Rao, and Eli Vlaisavljevich
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Multicontrast Pocket Colposcopy Cervical Cancer Diagnostic Algorithm for Referral Populations.(Published 1 September 2022)
Erica Skerrett, Zichen Miao, Mercy N. Asiedu, Megan Richards, Brian Crouch, Guillermo Sapiro, Qiang Qiu, and Nirmala Ramanujam
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Multiphoton Microscopes Go Big: Large-Scale In Vivo Imaging of Neural Dynamics.(Published 1 September 2022)
Janelle M. P. Pakan and Yuguo Tang
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High-Resolution Multiscale Imaging Enabled by Hybrid Open-Top Light-Sheet Microscopy.(Published 1 September 2022)
Hong Ye and Guohua Shi
本文讨论了可实现高分辨率多尺度成像的混合开顶光片显微镜的技术的最新进展。
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Laser-Treated Surfaces for VADs: From Inert Titanium to Potential Biofunctional Materials.(Published 3 October 2022)
Eduardo Bock, Wilhelm Pfleging, Dayane Tada, Erenilda Macedo, Nathalia Premazzi, Rosa Sá, Juliana Solheid, Heino Besser, and Aron Andrade
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Deep UV Microscopy Identifies Prostatic Basal Cells: An Important Biomarker for Prostate Cancer Diagnostics.(Published 6 October 2022)
Soheil Soltani, Brian Cheng, Adeboye O. Osunkoya, and Francisco E. Robles.
https://spj.science.org/doi/10.34133/2022/9847962
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Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning.(Published 26 October 2022)
Bijie Bai, Hongda Wang,Yuzhu Li,Kevin de Haan,Francesco Colonnese,Yujie Wan,Jingyi Zuo,Ngan B. Doan,Xiaoran Zhang,Yijie Zhang,Jingxi Li,Xilin Yang,Wenjie Dong,Morgan Angus Darrow,Elham Kamangar,Han Sung Lee,Yair Rivenson,and Aydogan Ozcan
https://spj.science.org/doi/10.34133/2022/9786242
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Simulated MRI Artifacts: Testing Machine Learning Failure Modes
(Published 1 November 2022)
Nicholas C. Wang, Douglas C. Noll, Ashok Srinivasan, Johann Gagnon-Bartsch, Michelle M. Kim, and Arvind Rao
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Molecular Computational Anatomy: Unifying the Particle to Tissue Continuum via Measure Representations of the Brain.(Published 7 November 2022)
Michael Miller, Daniel Tward, and Alain Trouvé
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Scattering Inversion Study for Suspended Label-Free Lymphocytes with Complex Fine Structures.(Published 8 November 2022)
Lu Zhang, Huijun Wang, Jianyi Liu, Shuang Chen, He Yang, Zewen Yang, Zhenxi Zhang, Hong Zhao, Li Yuan, Lifang Tian, Bo Zhong, and Xiaolong Liu
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