喻园管理论坛2025年第7期(总第1048期)

演讲主题：Research on the application of artificial intelligence technology in life sciences

主讲人：YURII USHENKO Chernivtsi National University 教授、系主任

主持人：王林 管理科学系教授

活动时间：2025年3月18日（周二） 15:00-17:00

活动地点：管理学院105教室

主讲人简介：

YURII USHENKO博士,乌克兰Chernivtsi National University计算机科学系教授、主任；乌克兰工程科学院院士；约瑟夫·熊彼特布科维纳创新技术集群主任。研究方向：信息系统设计、数据挖掘、人工神经网络等。

活动简介：

We introduce a 3D Stokes polarization-based approach, setting a new standard for the quantitative assessment of biopsy tissue samples. The method represents a seamless integration of statistical moments analysis, encompassing 1st to 4th orders, with multifractal analyses, employing the sophisticated wavelet transform modulus maxima method. This integration allows for the meticulous processing of complex polarization-based optical data, pushing the boundaries of current capabilities of modern tissue polarimetry. The core of the proposed methodological advancement is exemplified in the thorough detailed examination of polarization azimuth mappings within the histological tissue samples. We achieved diagnostic precision up to 97%, a significant milestone that underscores the potential of the approach in revolutionizing diagnostic clinical practices. The introduction of 3D polarization azimuth mapping for tissue architectonics analysis signifies a pivotal shift, offering new avenues for improving diagnostic accuracy across various research and medical fields.