相关实验视频

Updated: Jun 13, 2025

Implementation of Minimally Invasive Brain Tumor Resection in Rodents for High Viability Tissue Collection

Implementation of Minimally Invasive Brain Tumor Resection in Rodents for High Viability Tissue Collection

Published on: May 9, 2022

在神经瘤学中人工智能的新兴趋势

Saahil Chadha^1,2, Durga V Sritharan^1,2, Thomas Hager^1,2

¹Department of Therapeutic Radiology, Yale School of Medicine, 330 Cedar St, New Haven, CT, 06519, USA.

Current oncology reports

|June 12, 2025

概括

人工智能 (AI) 正在通过改进诊断,预测结果和治疗计划来改变神经瘤学. 解决数据和集成方面的挑战是实现人工智能在脑瘤研究和护理方面的全部潜力的关键.

科学领域:

神经科学是一个神经科学.
在瘤学瘤学.
计算机科学计算机科学
医疗成像医学成像

背景情况:

人工智能 (AI) 越来越多地融入医疗领域.
神经瘤学涉及复杂的诊断和治疗大脑瘤.
人们越来越需要先进的工具来管理神经瘤学数据并改善患者的治疗结果.

研究的目的:

探索人工智能在神经瘤学中的不断变化的作用和应用.
突出AI在提高诊断准确性和预测患者结果方面的潜力.
讨论AI在优化治疗计划和简化临床工作流程方面的作用.

主要方法:

对神经瘤学当前的人工智能应用的审查.
分析AI对瘤细分,分子分类和风险分层的影响.
检查AI在药物发现和临床数据自然语言处理中的使用情况.

主要成果:

人工智能已经显著提升了自动瘤细分,分子分类和风险分层.
人工智能加速药物发现,并利用自然语言处理进行结构化的临床报告.
数据质量,模型通用性和临床整合等挑战仍然存在.

结论:

人工智能对神经瘤学具有变革性的潜力,可以改善患者护理的各个方面.
克服障碍需要新的计算技术,硬件效率和跨学科合作.
提高对人工智能工具的认识,教育和获取对于广泛采用至关重要.

关键词:

人工智能的人工智能是人工智能.大脑转移的转移.计算病理学计算病理学深度学习是一种深度学习.质瘤是一种质瘤.自然语言处理自然语言处理.

更多相关视频

Microfluidic Co-Culture Models for Dissecting the Immune Response in in vitro Tumor Microenvironments

Microfluidic Co-Culture Models for Dissecting the Immune Response in in vitro Tumor Microenvironments

Published on: April 30, 2021

Human Neural Organoids for Studying Brain Cancer and Neurodegenerative Diseases

Human Neural Organoids for Studying Brain Cancer and Neurodegenerative Diseases

Published on: June 28, 2019

相关概念视频

Issues And Trends In Healthcare Delivery System

Issues And Trends In Healthcare Delivery System

The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...

Current Trends in Nursing II

Current Trends in Nursing II

Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...