Chin Med J (Engl) 2015 Nov;128(21):2960-3
Shandong Provincial Key Laboratory of Diagnosis and Treatment of Cardio-Cerebral Vascular Diseases, Shandong Medical Imaging Research Institute, Shandong University, Jinan, Shandong 250021, China.
Med Phys 2022 Aug 13. Epub 2022 Aug 13.
Department of Radiation Oncology, Northwestern University, Feinberg School of Medicine, 251 E. Huron St, Galter Pavilion LC-178, Chicago, IL, 60611.
Introduction: Deep learning (DL) models that use medical images to predict clinical outcomes are poised for clinical translation. For tumors that reside in organs that move, however, the impact of motion (i.e. Read More
Chin Neurosurg J 2022 Aug 12;8(1):21. Epub 2022 Aug 12.
Department of Neurosurgery, Linyi People's Hospital, 27 Jiefang Road, Linyi, Shandong, 27600, People's Republic of China.
Background: Infiltration is important for the surgical planning and prognosis of pituitary adenomas. Differences in preoperative diagnosis have been noted. The aim of this article is to assess the accuracy of machine learning analysis of texture-derived parameters of pituitary adenoma obtained from preoperative MRI for the prediction of high infiltration. Read More
Cold Spring Harb Protoc 2022 Aug 5. Epub 2022 Aug 5.
Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland 20852, USA
Immunohistochemistry is a valuable technique that provides information on protein localization and interactions in tissues. Mosquito salivary gland immunohistochemistry requires the meticulous dissection of a delicate tissue. The integrity of the salivary glands must be closely monitored throughout the entire process to prevent structural damage and loss of saliva. Read More
Front Hum Neurosci 2022 25;16:928315. Epub 2022 Jul 25.
The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Sciences and Technology, University of Electronic Science and Technology of China, Chengdu, China.
Schizophrenia is a serious mental illness characterized by a disconnection between brain regions. Transcranial magnetic stimulation is a non-invasive brain intervention technique that can be used as a new and safe treatment option for patients with schizophrenia with drug-refractory symptoms, such as negative symptoms and cognitive impairment. However, the therapeutic effects of transcranial magnetic stimulation remain unclear and would be investigated using non-invasive tools, such as functional connectivity (FC). Read More
Front Psychiatry 2022 26;13:973921. Epub 2022 Jul 26.
Department of Neurology, Shanxi Cardiovascular Hospital, Taiyuan, China.
Background: Alterations in static and dynamic functional connectivity during resting state have been widely reported in major depressive disorder (MDD). The objective of this study was to compare the performances of whole-brain dynamic and static functional connectivity combined with machine learning approach in differentiating MDD patients from healthy controls at the individual subject level. Given the dynamic nature of brain activity, we hypothesized that dynamic connectivity would outperform static connectivity in the classification. Read More