加州大学洛杉矶分校招聘访问学者和博士后

  加州大学洛杉矶分校招聘访问学者和博士后,以下是厚谱教育为您收集整理的加州大学洛杉矶分校招聘计算机科学、医学成像等相关领域的访问学者和博士后招聘信息。

  The Computational Diagnostics Lab (CDx) at UCLA is seeking a postdoctoral scholar with expertise in machine learning or computational biology with applications in medical imaging or other healthcare/biomedical data. Successful candidates will work semi-independently under the supervision of the program PI to develop novel computational approaches for analyzing and integrating clinical data. In particular, successful candidates will have a focus on exploring the fusion of health record, radiology, pathology, and omic information for assisting in diagnosis, treatment selection, and prognosis. Example research areas include, but are not limited to: 1) methods for learning from weakly labeled data; 2) recurrent neural networks for modeling visual attention to automatically locate areas of interest in radiologic and pathologic images; 3) unsupervised feature generation techniques for integration with predictive models; 4) methods for translating voxel-wise labels to patient-level predictions; 5) techniques for implementing multi-modal frameworks that combine imaging, molecular, and clinical data; 6) methods for anomaly detection that allow for diagnostic decision support; 7) cancer growth pathway modeling; 8) the function of cancer genes; 9) cancer cell-cell and cell-matrix interactions; and 10) tumor immunology. Successful candidates are expected to conduct research, present results at scientific conferences, publish findings in peer-reviewed journals, and assist in grant preparation.

  Requirements:

  We seek qualified individuals who are highly motivated, flexible, detail-oriented, collaborative, and hold a commitment to research excellence. Candidates should have a PhD in Computer Science, Electrical Engineering, Computational Biology, Statistics, or a related field and have strong experience in at least one of the following areas: machine learning, image analysis, deep learning, computational anatomy, cancer computational biology, or computational biomodeling. Candidates with previous research experience working with healthcare data are highly desirable.

  加州大学洛杉矶分校(University of California, Los Angeles)简称UCLA ,位于美国洛杉矶市 ,是世界著名的公立研究型大学 ,环太平洋大学联盟成员 。UCLA在2018-19Wall Street Journal、Times Higher Education以及US News多个排名中均高居美国公立大学第一 。

  UCLA也因学生在奥运会等体育赛事中取得的优异成绩而闻名于世,其学生和校友参加了自1920年以来的每届奥运会 ,获得了包括123枚金牌(位居全美第三)在内的233枚奥运会奖牌(54银,56铜),总奖牌数位列全美第三。其出产的NBA球员数量位居全美第二 。在美国NCAA(全国大学体育协会)的联赛中,UCLA总共拿下了116个冠军,冠军总数位列全美第一。

  截止2017年,UCLA的教职员和毕业生中共有24位诺贝尔奖得主、4位图灵奖得主、3位菲尔兹奖得主、31位麦克阿瑟天才奖得主和7位普利策奖得主 。

  在2018QS毕业生就业力排名中位列世界第二 ,在2018福布斯最具价值大学排名中位列全美第一 ,是美国申请人数最多的大学 。UCLA在2019世界大学学术排名ARWU中位列世界第11 ;在2019泰晤士高等教育世界大学排名中位列世界第17 ,在2019USNews世界大学排名中位列世界第13 ,在2019QS世界大学排名中位列第32,被誉为美国商业金融、高科技产业、电影艺术等人才的摇篮。