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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link=blue vlink=purple><div class=WordSection1><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><div><div style='border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0cm 0cm 0cm'><p class=MsoNormal><b><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>From:</span></b><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'> </span><span lang=ZH-CN style='font-size:11.0pt'>陈哲轩</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'> [mailto:chen-zx@cs.sjtu.edu.cn] <br><b>Sent:</b> 2021</span><span lang=ZH-CN style='font-size:11.0pt'>年</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>11</span><span lang=ZH-CN style='font-size:11.0pt'>月</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>12</span><span lang=ZH-CN style='font-size:11.0pt'>日</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'> 10:00<br><b>To:</b> all <all@cs.sjtu.edu.cn><br><b>Subject:</b> </span><span lang=ZH-CN style='font-size:11.0pt'>【午餐讲座预告】上海交通大学计算机科学全球午餐讲座系列</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>2021</span><span lang=ZH-CN style='font-size:11.0pt'>秋季第</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>9</span><span lang=ZH-CN style='font-size:11.0pt'>场讲座</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>--</span><span lang=ZH-CN style='font-size:11.0pt'>今天中午</span><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>12:00<o:p></o:p></span></p></div></div><p class=MsoNormal><o:p> </o:p></p><div><div><div><p class=MsoNormal><span lang=ZH-CN style='font-family:"Microsoft YaHei UI",sans-serif;color:black'>各位老师，您好！</span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p> </o:p></span></p></div><div><p class=MsoNormal><b><span style='font-family:"Microsoft YaHei UI",sans-serif;color:black'>11<span lang=ZH-CN>月</span>12<span lang=ZH-CN>日（今天）中午</span></span></b><b><span style='font-family:"Microsoft YaHei UI",sans-serif;color:red'>12:00-13:30</span></b><span lang=ZH-CN style='font-family:"Microsoft YaHei UI",sans-serif;color:black'>将在</span><span style='font-family:"Microsoft YaHei UI",sans-serif;color:black'>3-414<span lang=ZH-CN>会议室开展上海交通大学计算机科学全球午餐讲座系列</span>2021<span lang=ZH-CN>秋季第</span>9<span lang=ZH-CN>场讲座，届时提供限量<u>肯德基套餐</u>，欢迎老师和学生们参加，以下是报告信息（附海报）：</span></span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p></div></div><div><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p> </o:p></span></p></div><div><p class=MsoNormal><span style='font-family:"Helvetica Neue",serif;color:#C00000;letter-spacing:.4pt'>B</span><span lang=ZH-CN style='font-family:"Microsoft YaHei UI",sans-serif;color:#C00000;letter-spacing:.4pt'>站同步直播，直播地址：</span><span style='font-family:"Microsoft YaHei UI",sans-serif;color:black'><a href="http://live.bilibili.com/22797301">http://live.bilibili.com/22797301</a> </span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p></div></div><div><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p> </o:p></span></p></div><div><div><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'> <o:p></o:p></span></p><p><strong><span style='font-size:10.5pt;font-family:"Arial",sans-serif;color:black'>Talk Title</span></strong><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p><p align=center style='text-align:center;outline: 0px;max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important'><b><span style='font-size:11.5pt;font-family:"Times New Roman",serif;color:black;letter-spacing:.75pt'> </span></b><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'>Complementary Learning for Medical Image Segmentation and Anomaly Detection</span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Helvetica Neue",serif;color:black'> </span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p><p><b><span style='font-size:10.5pt;font-family:"Arial",sans-serif;color:black'>Host</span></b><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p><div><p class=MsoNormal><span style='font-size:11.5pt;font-family:"Times New Roman",serif;color:black;letter-spacing:.4pt'> </span><span lang=ZH-CN style='font-size:11.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black;letter-spacing:.4pt'>朱其立</span><span style='font-size:11.5pt;font-family:"Times New Roman",serif;color:black;letter-spacing:.4pt'> Kenny ZHU (</span><span lang=ZH-CN style='font-size:11.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black;letter-spacing:.4pt'>上海交通大学计算机系副系主任、教授</span><span style='font-size:11.5pt;font-family:"Times New Roman",serif;color:black;letter-spacing:.4pt'>)</span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p></div><p style='max-width: 100%;box-sizing: border-box;min-height: 1em;word-wrap: break-word !important;overflow-wrap: break-word !important'><strong><span style='font-size:10.5pt;font-family:"Arial",sans-serif;color:black;letter-spacing:.4pt'> Speaker</span></strong><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p><div><p class=MsoNormal><span style='font-size:11.5pt;font-family:等线;color:black;letter-spacing:.75pt'> </span><span lang=ZH-CN style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'>洪义</span><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'> Yi HONG</span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p></div><p class=MsoNormal><b><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'> Abstract</span></b><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p><div><p class=MsoNormal><span style='font-size:11.5pt;font-family:"Times New Roman",serif;color:black;letter-spacing:.75pt'> </span><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'>In medical image analysis, segmentation is one of the fundamental techniques for understanding medical scans. Recently, deep segmentation methods have achieved great success in many medical applications; however, they suffer from the generalization issue due to insufficient data coverage and limited annotations, which are often hard to collect in most medical cases. In this talk, I will present our data-efficient models, which tackle these challenges by fully leveraging available data via complementary learning. Applications of our methods include segmenting normal structures and detecting anomalies in MRI and CT scans.</span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p></div></div><div><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'> <o:p></o:p></span></p><p><strong><span style='font-size:10.5pt;font-family:"Arial",sans-serif;color:black'>Short Bio</span></strong><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black'><o:p></o:p></span></p><p style='text-align:justify;text-justify:inter-ideograph;text-indent:24.0pt;line-height:24.0pt;outline: 0px;max-width: 100%;min-height: 1em;font-variant-ligatures: normal;orphans: 2;widows: 2;box-sizing: border-box !important;overflow-wrap: break-word !important'><span lang=ZH-CN style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'>洪义，上海交通大学电院计算机系长聘教轨副教授。于</span><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'>2016<span lang=ZH-CN>年获得美国北卡罗来纳大学教堂山分校博士学位，曾在美国佐治亚大学任长聘教轨助理教授。长期从事医学图像分析与医疗人工智能方向的研究，曾荣获</span>2014 MICCAI<span lang=ZH-CN>青年学者奖，</span>2015-2016<span lang=ZH-CN>北卡罗来纳大学教堂山分校博士论文完成奖学金，主持和参与两项美国自然科学基金项目。</span></span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black;letter-spacing:.75pt'><o:p></o:p></span></p><p style='text-align:justify;text-justify:inter-ideograph;text-indent:24.0pt;line-height:24.0pt;outline: 0px;max-width: 100%;min-height: 1em;font-variant-ligatures: normal;orphans: 2;widows: 2;box-sizing: border-box !important;overflow-wrap: break-word !important'><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'><br><br></span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black;letter-spacing:.75pt'><o:p></o:p></span></p><p style='text-align:justify;text-justify:inter-ideograph;text-indent:24.0pt;line-height:24.0pt;outline: 0px;max-width: 100%;min-height: 1em;font-variant-ligatures: normal;orphans: 2;widows: 2;box-sizing: border-box !important;overflow-wrap: break-word !important'><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'><br><br></span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black;letter-spacing:.75pt'><o:p></o:p></span></p><p style='text-align:justify;text-justify:inter-ideograph;text-indent:24.0pt;line-height:24.0pt;outline: 0px;max-width: 100%;min-height: 1em;font-variant-ligatures: normal;orphans: 2;widows: 2;box-sizing: border-box !important;overflow-wrap: break-word !important'><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'><img border=0 width=610 height=869 id="_x0000_i1025" src="cid:_Foxmail.1@dc1a190d-4b17-f696-21c7-6b4d5ee9c3db"></span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black;letter-spacing:.75pt'><o:p></o:p></span></p><p style='text-align:justify;text-justify:inter-ideograph;text-indent:24.0pt;line-height:24.0pt;outline: 0px;max-width: 100%;min-height: 1em;font-variant-ligatures: normal;orphans: 2;widows: 2;box-sizing: border-box !important;overflow-wrap: break-word !important'><span style='font-size:11.5pt;font-family:"微软雅黑",sans-serif;color:black;letter-spacing:.75pt'><br><br></span><span style='font-size:10.5pt;font-family:"Microsoft YaHei UI",sans-serif;color:black;letter-spacing:.75pt'><o:p></o:p></span></p></div></div></div></body></html>