-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
345 lines (324 loc) · 16.3 KB
/
index.html
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
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
<!DOCTYPE HTML>
<html>
<head>
<title>BreastScreening</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<!--[if lte IE 8]><script src="assets/js/ie/html5shiv.js"></script><![endif]-->
<link rel="stylesheet" href="assets/css/main.css" />
<!--[if lte IE 8]><link rel="stylesheet" href="assets/css/ie8.css" /><![endif]-->
<!--[if lte IE 9]><link rel="stylesheet" href="assets/css/ie9.css" /><![endif]-->
<link rel="apple-touch-icon" sizes="57x57" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-57x57.png">
<link rel="apple-touch-icon" sizes="60x60" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-60x60.png">
<link rel="apple-touch-icon" sizes="72x72" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-72x72.png">
<link rel="apple-touch-icon" sizes="76x76" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-76x76.png">
<link rel="apple-touch-icon" sizes="114x114" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-114x114.png">
<link rel="apple-touch-icon" sizes="120x120" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-120x120.png">
<link rel="apple-touch-icon" sizes="144x144" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-144x144.png">
<link rel="apple-touch-icon" sizes="152x152" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-152x152.png">
<link rel="apple-touch-icon" sizes="180x180" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/apple-icon-180x180.png">
<link rel="icon" type="image/png" sizes="192x192" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/android-icon-192x192.png">
<link rel="icon" type="image/png" sizes="32x32" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/favicon-32x32.png">
<link rel="icon" type="image/png" sizes="96x96" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/favicon-96x96.png">
<link rel="icon" type="image/png" sizes="16x16" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/favicon-16x16.png">
<link rel="manifest" href="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/manifest.json">
<meta name="msapplication-TileColor" content="#ffffff">
<meta name="msapplication-TileImage" content="https://github.com/MIMBCD-UI/mimbcd-ui.github.io/blob/master/images/ms-icon-144x144.png">
<meta name="theme-color" content="#ffffff">
</head>
<body>
<!-- Header -->
<section id="header">
<div class="inner">
<img src="images/logo100x100.png" alt="logo" />
<h1>BreastScreening</h1>
<p>The <strong>BreastScreening</strong> project aims to develop an improved breast cancer Computer-Aided Diagnosis (CAD) system. The system incorporates text, MammoGraphy (MG), UltraSound (US) and Magnetic Resonance Imaging (MRI), using Deep Belief Networks (DBN).</p>
<ul class="actions">
<li><a href="#one" class="button scrolly">Discover</a></li>
</ul>
</div>
</section>
<!-- One -->
<section id="one" class="main style1">
<div class="container">
<div class="row 150%">
<div class="6u 12u$(medium)">
<header class="major">
<h2>About</h2>
</header>
<p>This system optimally integrates information from any combination of the above data sources, so as to improve the efficiency, sensitivity and specificity of breast cancer diagnosis. The project is a collaboration between <a href="https://tecnico.ulisboa.pt/">Instituto Superior Técnico</a>, <a href="http://www.adelaide.edu.au/">University of Adelaide</a> and <a href="https://www.uq.edu.au/">University of Queensland</a>. Also, the <strong>BreastScreening</strong> project receives contributions from both <a href="https://mida-project.github.io">MIDA</a> and <a href="https://mimbcd-ui.github.io">MIMBCD-UI</a> projects.</p>
</div>
<div class="6u$ 12u$(medium) important(medium)">
<span class="image fit"><img src="images/deep-learning.png" alt="" /></span>
</div>
</div>
</div>
</section>
<!-- Two -->
<section id="two" class="main style2">
<div class="container">
<div class="row 150%">
<div class="6u 12u$(medium)">
<ul class="major-icons">
<li><span class="icon style3 major fa-plus-square"></span></li>
<li><span class="icon style2 major fa-bolt"></span></li>
<li><span class="icon style1 major fa-line-chart"></span></li>
<li><span class="icon style4 major fa-user-md"></span></li>
<li><span class="icon style5 major fa-desktop"></span></li>
<li><span class="icon style6 major fa-search"></span></li>
</ul>
</div>
<div class="6u$ 12u$(medium)">
<header class="major">
<h2>Project Description</h2>
</header>
<p>With the <strong>BreastScreening</strong> project we have two research questions: 1) can we use <a href="https://arxiv.org/abs/1608.06993">Deep ConvNet</a> models pre-trained from <a href="https://www.sciencedaily.com/terms/computer_vision.htm">Computer Vision (CV)</a> datasets on medical image analysis applications; and 2) can we use <a href="https://arxiv.org/abs/1608.06993">Deep ConvNet</a> to <a href="https://cs.adelaide.edu.au/~carneiro/publications/tmi_multimodal.pdf">analyse unregistered medical images</a>.</p>
<p>We present a <a href="http://cs.adelaide.edu.au/~carneiro/publications/paper1111_miccai17_gabriel.pdf">novel methodology</a> for the automated detection of breast lesions from <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3996240/">Dynamic Contrast-Enhanced Magnetic Resonance (DCE-MRI)</a> volumes. Our method, based on <a href="https://cs.adelaide.edu.au/~carneiro/publications/paper1111_miccai17_gabriel.pdf">Deep Reinforcement Learning (DRL)</a>, significantly reduces the inference time for lesion detection compared to an exhaustive search, while retaining state-of-art accuracy.</p>
<p>In short, the <strong>BreastScreening</strong> project is an <a href="https://cs.adelaide.edu.au/~carneiro/multimodal.html">automated analysis of Multi-Modal Medical Data</a> using Deep Belief Networks (DBN). This project is an <a href="https://cs.adelaide.edu.au/~dlmmbia/">ARC Discovery Project (DP140102794)</a> aiming at: (i) automatically detect and segment suspicious regions from different breast imaging data, e.g., MG, US and MRI; (ii) estimate BI-RADS scores (from 0 to 6) from the segmentations and the patient’s clinical records; (iii) retrieve similar cases from our database, given the above estimation results; and (iv) automatically extract relevant features from any combination of input data types.</p>
</div>
</div>
</div>
</section>
<!-- Three -->
<section id="three" class="main style1 special">
<div class="container">
<header class="major">
<h2>Team</h2>
</header>
<p>Our Researchers and Fellows:</p>
<div class="row 100%">
<div class="3u 6u$(medium)">
<span class="image fit"><img src="images/calisto.jpg" alt="" /></span>
<h3><a href="http://franciscocalisto.me/">Francisco Maria Calisto</a></h3>
<p>PhD Candidate</p>
<ul class="actions">
<li><a href="http://welcome.isr.tecnico.ulisboa.pt/author/franciscomariagalambaferraricalisto/" class="button">More</a></li>
</ul>
</div>
<div class="3u 6u$(medium)">
<span class="image fit"><img src="images/maicas.jpg" alt="" /></span>
<h3><a href="https://scholar.google.com.au/citations?user=LGrBhnsAAAAJ&hl">Gabriel Maicas</a></h3>
<p>ARC Research Fellow</p>
<ul class="actions">
<li><a href="https://cs.adelaide.edu.au/~gabriel/" class="button">More</a></li>
</ul>
</div>
<div class="3u 6u$(medium)">
<span class="image fit"><img src="images/carneiro.jpg" alt="" /></span>
<h3><a href="https://scholar.google.com.au/citations?user=E0TtOWAAAAAJ&hl">Gustavo Carneiro</a></h3>
<p>Professor (Coordinator)</p>
<ul class="actions">
<li><a href="https://cs.adelaide.edu.au/~carneiro/" class="button">More</a></li>
</ul>
</div>
<div class="3u 6u$(medium)">
<span class="image fit"><img src="images/nascimento.jpg" alt="" /></span>
<h3><a href="http://users.isr.ist.utl.pt/~jan/">Jacinto Nascimento</a></h3>
<p>Assistant Professor</p>
<ul class="actions">
<li><a href="http://welcome.isr.tecnico.ulisboa.pt/author/jacintocarlosmarquespeixotodo/" class="button">More</a></li>
</ul>
</div>
</div>
</div>
</section>
<!-- Three -->
<section id="three" class="main style1 special">
<div class="container">
<header class="major">
<h2>Support Researchers</h2>
</header>
<p>Our Support Researchers, Fellows and Interns:</p>
<div class="row 100%">
<div class="3u 6u$(medium)">
<span class="image fit"><img src="images/santiago.jpg" alt="" /></span>
<h3><a href="https://www.researchgate.net/profile/Carlos_Santiago6">Carlos Santiago</a></h3>
<p>Junior Researcher</p>
<ul class="actions">
<li><a href="http://welcome.isr.tecnico.ulisboa.pt/author/carlosjorgemariz/" class="button">More</a></li>
</ul>
</div>
</div>
</div>
</section>
<!-- Three -->
<section id="three" class="main style1 special">
<div class="container">
<header class="major">
<h2>Medical Collaboration</h2>
</header>
<p>Our Doctors, Physicians and Clinicians:</p>
<div class="row 100%">
<div class="3u 6u$(medium)">
<span class="image fit"><img src="images/germano.jpg" alt="" /></span>
<h3><a href="https://revistaclinica.hff.min-saude.pt/index.php/rhff/search/authors/view?firstName=Ana&middleName=&lastName=Germano&affiliation=Hospital%20Prof.%20Doutor%20Fernando%20Fonseca%2C%20EPE%2C%20Amadora%2C%20Portugal&country=">Ana Germano</a></h3>
<p>Hospital Fernando Fonseca</p>
<ul class="actions">
<li><a href="https://www.researchgate.net/profile/Ana_Germano2" class="button">More</a></li>
</ul>
</div>
<div class="3u 6u$(medium)">
<span class="image fit"><img src="images/aleluia.jpg" alt="" /></span>
<h3><a href="http://www.hff.min-saude.pt/">Clara Aleluia</a></h3>
<p>Hospital Fernando Fonseca</p>
<ul class="actions">
<li><a href="https://www.researchgate.net/profile/Clara_Aleluia" class="button">More</a></li>
</ul>
</div>
</div>
</div>
</section>
<!-- Four -->
<section id="four" class="main style2 special">
<div class="container">
<header class="major">
<h2>Need more information?</h2>
</header>
<p>Please visit our project research or try the demo:</p>
<ul class="actions uniform">
<li><a href="https://github.com/BreastScreening/meta/wiki/Publications" class="button special" target="_blank">Publications</a></li>
<li><a href="https://github.com/BreastScreening" class="button special" target="_blank">Repository</a></li>
<!-- <li><a href="#" class="button" target="_blank">Demo</a></li> -->
</ul>
</div>
</section>
<!-- Five -->
<section id="five" class="main style1">
<div class="container">
<h4>Form</h4>
<form method="POST" action="https://formspree.io/[email protected]">
<div class="row uniform 50%">
<div class="6u 12u$(xsmall)">
<input type="text" name="demo-name" id="demo-name" value="" placeholder="Name" />
</div>
<div class="6u$ 12u$(xsmall)">
<input type="email" name="_replyto" id="demo-email" value="" placeholder="Email" />
</div>
<div class="12u$">
<div class="select-wrapper">
<select name="demo-category" id="demo-category">
<option value="">- Category -</option>
<option value="1">Researcher</option>
<option value="1">Professor</option>
<option value="1">Fellow</option>
<option value="1">Doctor</option>
<option value="1">Other</option>
</select>
</div>
</div>
<div class="6u 12u$(small)">
<input type="checkbox" id="demo-copy" name="demo-copy">
<label for="demo-copy">Email me a copy</label>
</div>
<div class="6u$ 12u$(small)">
<input type="checkbox" id="demo-human" name="demo-human" checked>
<label for="demo-human">Not a robot</label>
</div>
<div class="12u$">
<textarea name="demo-message" id="demo-message" placeholder="Enter your message" rows="6"></textarea>
</div>
<div class="12u$">
<ul class="actions">
<li><input type="submit" value="Send Message" class="special" /></li>
<li><input type="reset" value="Reset" /></li>
</ul>
</div>
</div>
</form>
</div>
</section>
<!-- Six -->
<section id="six" class="main style1 special">
<div class="container">
<header class="major">
<h2>Sponsors</h2>
</header>
<p>Our Sponsors, Donors and Honors:</p>
<div class="row 100%">
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="https://www.ulisboa.pt/" target="_blank">
<img src="logos/ulisboa.png" alt="ULisboa" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="http://tecnico.ulisboa.pt/" target="_blank">
<img src="logos/ist.png" alt="IST" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="https://www.adelaide.edu.au/" target="_blank">
<img src="logos/adelaide.png" alt="UAdelaide" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="https://www.uq.edu.au/" target="_blank">
<img src="logos/queensland.png" alt="UQueensland" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="http://hff.min-saude.pt/" target="_blank">
<img src="logos/hff.png" alt="HFF" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="http://larsys.pt/" target="_blank">
<img src="logos/larsys.png" alt="LARSyS" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="http://welcome.isr.tecnico.ulisboa.pt/" target="_blank">
<img src="logos/isr.png" alt="ISR-Lisboa" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="http://sipg.isr.tecnico.ulisboa.pt/" target="_blank">
<img src="logos/sipg.png" alt="SIPg" />
</a>
</span>
</div>
<div class="3u 12u$(medium)">
<span class="image fit">
<a href="https://iti.larsys.pt/" target="_blank">
<img src="logos/iti.png" alt="ITI" />
</a>
</span>
</div>
</div>
</div>
</section>
<!-- Footer -->
<section id="footer">
<ul class="icons">
<li><a href="https://github.com/BreastScreening" class="icon alt fa-github"><span class="label">GitHub</span></a></li>
<li><a href="https://www.researchgate.net/project/BreastScreening" class="icon alt fa-flask"><span class="label">ResearchGate</span></a></li>
<li><a href="https://www.youtube.com/channel/UCGSCL9RETBck4cwP4iJzQXQ" class="icon alt fa-youtube"><span class="label">YouTube</span></a></li>
</ul>
<ul class="copyright">
<li>Copyright © <a href="http://welcome.isr.tecnico.ulisboa.pt/">ISR-Lisboa</a> 2018</li>
<li>Proudly Powered by <a href="http://oppr.io/">oppr</a> • Develop by <a href="http://dev.oppr.io/">opprDev</a> Team</li>
</ul>
</section>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
<script src="assets/js/skel.min.js"></script>
<script src="assets/js/util.js"></script>
<!--[if lte IE 8]><script src="assets/js/ie/respond.min.js"></script><![endif]-->
<script src="assets/js/main.js"></script>
</body>
</html>