见将人工智能与内分泌学结合在一起的领域
Minal Pande1, Shinjan Patra2, Soubhik Rudra3
1Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, Nagpur, Maharashtra, India.
Indian journal of endocrinology and metabolism
|November 13, 2025
概括
人工智能 (AI) 通过改进数据同化和患者护理来增强医疗保健. 在内分泌学中,人工智能有助于诊断,疾病管理和预测并发症,展示了其日益增长的临床实用性.
科学领域:
- 内分泌学和新陈代谢学
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
背景情况:
- 医疗保健行业正在迅速整合人工智能 (AI),以管理庞大的数据集并以成本有效的方式改善患者的治疗结果.
- 人工智能在内分泌学中越来越多地用于查,诊断和疾病管理,解决复杂的代谢和内分泌疾病.
研究的目的:
- 在内分泌学和新陈代谢领域提供当前人工智能应用的简要概述.
- 突出机器学习算法和深度学习模型在推进内分泌护理中的作用.
主要方法:
- 对人工智能在内分泌学中的应用现有文献的审查.
- 专注于关键的AI概念,如机器学习和深度学习.
主要成果:
- 人工智能在诊断甲状腺结节和检测上腺恶性瘤方面表现出显著的实用性.
- 人工智能有助于预测糖尿病微血管并发症,估计骨质疏松症风险和计算骨年龄.
- 应用包括闭环胰岛素输送算法和预测内分泌癌症的生存率.
结论:
- 人工智能是一个强大的工具,通过增强的诊断和患者管理,彻底改变了内分泌学和新陈代谢.
- 人工智能的整合,特别是机器学习和深度学习,有望在内分泌护理和研究方面取得进一步的进步.
相关概念视频
Endocrine Signaling
67.7K
Endocrine cells produce hormones to communicate with remote target cells found in other organs. The hormone reaches these distant areas using the circulatory system. This exposes the whole organism to the hormone but only those cells expressing hormone receptors or target cells are affected. Thus, endocrine signaling induces slow responses from its target cells but these effects also last longer.
67.7K
What is the Endocrine System?
419.7K
The endocrine system sends hormones—chemical signals—through the bloodstream to target cells—the cells the hormones selectively affect. These signals are produced in endocrine cells, secreted into the extracellular fluid, and then diffuse into the blood. Eventually, they diffuse out of the blood and bind to target cells which have specialized receptors to recognize the hormones.
419.7K
The Endocrine System
1.2K
The endocrine system is an extensive network of glands – organs or tissues in the body that create chemicals that control many bodily functions, that secrete hormones, which are chemical messengers that play essential roles in regulating various bodily functions. These hormones are secreted into the bloodstream and travel throughout the body. They require specific receptors to convey signals to cells possessing these corresponding receptors. This complex signaling mechanism ensures that...
1.2K
An Overview of the Endocrine System
13.0K
The endocrine system, a complex network of glands, orchestrates physiological balance within the body through the production and secretion of hormones. These hormones are chemical messengers in intercellular communication, acting as conduits between the secretory cells and distant target sites. They traverse the circulatory system by being released into the extracellular fluid, and their impact is specific to cells possessing receptors for a particular hormone.
The endocrine system collaborates...
The endocrine system collaborates...
13.0K
Structures of the Endocrine System
11.4K
The intricate framework of the endocrine system encompasses a diverse array of glands, with their target tissues and organs strategically distributed throughout the body. Central to this network are the endocrine glands, specialized structures that lack ducts and release hormones directly into the interstitial fluid. Notably, the hypothalamus, a vital neuroendocrine organ situated in the brain, governs neural functions and serves as a potent source of hormonal regulation. Near the hypothalamus...
11.4K
Psychoneuroimmunology: Diabetes and Cancer
420
Chronic stress has been linked to both the onset and progression of serious health conditions, including Type 2 diabetes and cancer. Type 2 diabetes, a widespread chronic illness, is closely associated with obesity and insulin resistance, both of which often worsen under stress. Studies indicate that men experiencing high levels of chronic stress face a 45% higher risk of developing diabetes compared to those with minimal stress. Stress triggers physiological responses that elevate blood...
420


