-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathindex.html
More file actions
173 lines (149 loc) · 8.04 KB
/
index.html
File metadata and controls
173 lines (149 loc) · 8.04 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
"http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en">
<script type="text/javascript" src="js/shownews.js"></script>
<head>
<meta name="generator" content="jemdoc, see http://jemdoc.jaboc.net/" />
<meta http-equiv="Content-Type" content="text/html;charset=utf-8" />
<link rel="stylesheet" href="jemdoc.css" type="text/css" />
<link rel="icon" type="image/png" href="imgs/FDU.png">
<title>Ke Zhang </title>
</head>
<body>
<div id="layout-content">
<div id="toptitle">
<h1>Ke Zhang</h1>
</div>
<table class="imgtable"><tr><td>
<img src="./imgs/photo2.jpg" alt="weixs" width="200px" height="150px" /> </td>
<td align="left"><p>
<br />
<b>PhD Student</b>, ECE, Johns Hopkins University<br />
<b>Email:</b>ke_zhang20@fudan.edu.cn</p>
<p><a href="https://github.com/BWGZK"><b>Github</b></a> | <a href="https://www.linkedin.com/in/ke-zhang-b305a5184/"><b>Linkedin</b></a> | <a href="https://scholar.google.com/citations?user=bkwdIYcAAAAJ&hl=zh-CN"><b>Google Scholar</b></a>
<p><b>Research interests:</b> Computer Vision, AI in Healthcare, Medical Image Analysis</p>
Ke Zhang is a ECE PhD student at Johns Hopkins University, advised by Prof. <a href="https://engineering.jhu.edu/faculty/vishal-patel/">Vishal Patel</a>. Previously, she obtained her Master degree from <a href="https://zmiclab.github.io/">ZMIC Lab</a> at School of Data Science, Fudan University, advised by Prof.<a href="https://zmiclab.github.io/zxh/"> Xiahai Zhuang</a>. She obtained her B.S. from the School of Data Science, Fudan University. She interned at Microsoft Research, Sensetime, and PAII Inc.</a>
</td></tr></table>
<p>One paper early accepted by MICCAI 2024 (^ ^).</p>
<h2>Selected Publications</h2>
<table class="imgtable"><tr><td>
<img src="./imgs/ModelMix.png" alt="SciChina" width="200px" height="150px" /> </td>
<td align="left"><ul>
<li><p><a href="http://arxiv.org/abs/2301.04882"><b>ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation</b></a>
<br /> <font size=2.5> <b>Ke Zhang</b>, Vishal M. Patel</font>
<br /> MICCAI (early accept), 2024
</li>
</ul>
</td></tr></table>
<table class="imgtable"><tr><td>
<img src="./imgs/ZScribble.png" alt="SciChina" width="200px" height="150px" /> </td>
<td align="left"><ul>
<li><p><a href="http://arxiv.org/abs/2301.04882"><b>ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation</b></a>
<br /> <font size=2.5> <b>Ke Zhang</b>, Xiahai Zhuang</font>
<br /> Arxiv preprint, 2023, <a href="http://arxiv.org/abs/2301.04882">paper</a>
</li>
</ul>
</td></tr></table>
<table class="imgtable"><tr><td>
<img src="./imgs/ShapePU-v1.png" alt="SciChina" width="200px" height="150px" /> </td>
<td align="left"><ul>
<li><p><a href="https://link.springer.com/chapter/10.1007/978-3-031-16452-1_16"><b>ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation</b></a>
<br /> <font size=2.5> <b>Ke Zhang</b>, Xiahai Zhuang</font>
<br /> MICCAI, 2022, <a href="https://arxiv.org/abs/2206.02118">paper</a> and <a href="https://github.com/BWGZK/ShapePU">code</a>
</li>
</ul>
</td></tr></table>
<table class="imgtable"><tr><td>
<img src="./imgs/CVPR.png" alt="SciChina" width="200px" height="150px" /> </td>
<td align="left"><ul>
<li><p><a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Zhang_CycleMix_A_Holistic_Strategy_for_Medical_Image_Segmentation_From_Scribble_CVPR_2022_paper.pdf"> <b>CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision</b></a>
<br /> <font size=2.5> <b>Ke Zhang</b>, Xiahai Zhuang</font>
<br /> CVPR, 2022, <a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Zhang_CycleMix_A_Holistic_Strategy_for_Medical_Image_Segmentation_From_Scribble_CVPR_2022_paper.pdf">paper</a> and <a href="https://github.com/BWGZK/CycleMix">code</a>
</li>
</ul>
</td></tr></table>
<table class="imgtable"><tr><td>
<img src="./imgs/DCL.png" alt="SciChina" width="200px" height="150px" /> </td>
<td align="left"><ul>
<li><p><a href="http://arxiv.org/abs/2206.09148"><b>Deep Compatible Learning for Partially-Supervised Medical Image Segmentation</b></a>
<br /> <font size=2.5> <b>Ke Zhang</b>, Xiahai Zhuang</font>
<br /> Arxiv preprint, 2021, <a href="http://arxiv.org/abs/2206.09148">paper</a>
</li>
</ul>
</td></tr></table>
<h2>Journal Reviewer</h2>
<ul>
<li><p> IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)</li>
<li><p> Medical Image Analysis (MedIA)</li>
<li><p> IEEE Transactions on Medical Imaging (TMI)</li>
</ul>
<h2>Conference Reviewer</h2>
<ul>
<li><p> International Conference on Machine Learning (ICML)</li>
<li><p> Conference on Neural Information Processing Systems (NeurIPS)</li>
<li><p> International Conference on Learning Representations (ICLR)</li>
<li><p> Computer Vision and Pattern Recognition Conference (CVPR)</li>
<li><p> International Conference on Computer Vision (ICCV)</li>
<li><p> European Conference on Computer Vision (ECCV)</li>
<li><p> International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)</li>
</ul>
<h2>Award</h2>
<ul>
<li><p>Academic Star Award of Fudan University, 2023</li>
<li><p>Excellent Graduate Award of Shanghai, 2023</li>
<li><p>China National Scholarship, 2022</li>
</ul>
<h2>Teaching Assistant</h2>
<ul>
<li><p> FUDAN DATA130043, Spring 2023, Medical Image Processing. </p></li>
<li><p> FUDAN DATA130044, Autumn 2022, Multivariate Statistical Analysis.</p> </li>
<li><p> FUDAN DATA130043, Spring 2022, Medical Image Processing. </p></li>
<li><p> FUDAN DATA130049, Autumn 2020, Image Processing and Visualization.</p> </li>
<li><p> FUDAN DATA620018, Spring 2020, Data Visualization. </p></li>
</ul>
<h2>Internships</h2>
<ul>
<li><p>I am lucky to have been able to intern in several excellent institutions. I have worked on data analysis, empirical study, back-end development, etc.
</li>
<li><p>Now I focus on the research of medical imaging and feel glad to be engaged in the challenging field of AI in healthcare.
</li>
</ul>
<div id="content",align="center">
<figure>
<img src="./imgs/Microsoft-Logo.png" alt="SciChina" width="150px" height="120px" class="images" />
<figcaption><font size ="2.7"><b>Research Intern</b></font><p><font size ="2">Applied sciences group</font></p></figcaption>
</figure>
<figure>
<img src="./imgs/sensetime.jpg" alt="SciChina" width="150px" height="120px" class="images" />
<figcaption><font size ="2.7"><b>Research Intern</b></font><p><font size ="2">Medical imaging team</font></p></figcaption>
</figure>
<figure>
<img src="./imgs/pingan.jpg" alt="SciChina" width="150px" height="120px" class="images" />
<figcaption><font size ="2.7"><b>Research Intern</b></font><p><font size ="2">Medical imaging team</font></p></figcaption>
</figure>
<figure>
<img src="./imgs/graviti.jpg" alt="SciChina" width="150px" height="120px" class="images" />
<figcaption><font size ="2.7"><b>Development Engineer</b></font><p><font size ="2">Golang cloud service</font></p></figcaption>
</figure>
<figure>
<img src="./imgs/cuhk.png" alt="SciChina" width="150px" height="120px" class="images" />
<figcaption><font size ="2.7"><b>Research Assistant</b></font><p><font size ="2">Empirical study</font></p></figcaption>
</figure>
<figure>
<img src="./imgs/deloitte.jpg" alt="SciChina" width="150px" height="120px" class="images" />
<figcaption><font size ="2.7"><b>Data Specialist</b></font><p><font size ="2">Deloitte AI Institute</font></p></figcaption>
</figure>
<figure>
<img src="./imgs/cpic.png" alt="SciChina" width="150px" height="120px" class="images" />
<figcaption><font size ="2.7"><b>Data Analyst</b></font><p><font size ="2">Digital Center</font></p></figcaption>
</figure>
</div>
</section>
<div id="footer">
<div id="footer-text">
Last update 2024-04-03.
</div>
</div>
</div>
</body>
</html>