Spaces:
Running
Running
Upload index.html with huggingface_hub
Browse files- index.html +631 -19
index.html
CHANGED
@@ -1,19 +1,631 @@
|
|
1 |
-
<!
|
2 |
-
<html>
|
3 |
-
|
4 |
-
|
5 |
-
|
6 |
-
|
7 |
-
|
8 |
-
|
9 |
-
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
|
18 |
-
|
19 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<!DOCTYPE html>
|
2 |
+
<html lang="en">
|
3 |
+
<head>
|
4 |
+
<meta charset="UTF-8">
|
5 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
6 |
+
<title>BleedOrigin: Dynamic Bleeding Source Localization in Endoscopic Submucosal Dissection</title>
|
7 |
+
<meta name="description" content="Dynamic Bleeding Source Localization in Endoscopic Submucosal Dissection via Dual-Stage Detection and Tracking">
|
8 |
+
<meta property="og:title" content="BleedOrigin: Dynamic Bleeding Source Localization">
|
9 |
+
<meta property="og:description" content="Advanced AI for real-time bleeding detection in endoscopic procedures">
|
10 |
+
<meta property="og:url" content="https://szupc.github.io/ESD_BleedOrigin/">
|
11 |
+
<meta property="og:image" content="https://szupc.github.io/ESD_BleedOrigin/static/paper_image/abstract_fig.png">
|
12 |
+
<link rel="icon" href="static/images/favicon.ico">
|
13 |
+
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap" rel="stylesheet">
|
14 |
+
<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css" rel="stylesheet">
|
15 |
+
<style>
|
16 |
+
:root {
|
17 |
+
--primary: #007AFF;
|
18 |
+
--secondary: #5856D6;
|
19 |
+
--success: #34C759;
|
20 |
+
--warning: #FF9500;
|
21 |
+
--danger: #FF3B30;
|
22 |
+
--gray: #8E8E93;
|
23 |
+
--gray2: #AEAEB2;
|
24 |
+
--gray3: #C7C7CC;
|
25 |
+
--gray4: #D1D1D6;
|
26 |
+
--gray5: #E5E5EA;
|
27 |
+
--gray6: #F2F2F7;
|
28 |
+
--background: #000;
|
29 |
+
--surface: #1C1C1E;
|
30 |
+
--surface2: #2C2C2E;
|
31 |
+
--surface3: #3A3A3C;
|
32 |
+
--text: #FFF;
|
33 |
+
--text-secondary: #EBEBF5;
|
34 |
+
--text-tertiary: #8E8E93;
|
35 |
+
}
|
36 |
+
|
37 |
+
* {
|
38 |
+
margin: 0;
|
39 |
+
padding: 0;
|
40 |
+
box-sizing: border-box;
|
41 |
+
}
|
42 |
+
|
43 |
+
body {
|
44 |
+
font-family: -apple-system, BlinkMacSystemFont, 'Inter', 'SF Pro Display', sans-serif;
|
45 |
+
background: var(--background);
|
46 |
+
color: var(--text);
|
47 |
+
line-height: 1.6;
|
48 |
+
overflow-x: hidden;
|
49 |
+
-webkit-font-smoothing: antialiased;
|
50 |
+
-moz-osx-font-smoothing: grayscale;
|
51 |
+
}
|
52 |
+
|
53 |
+
.glass-nav {
|
54 |
+
position: fixed;
|
55 |
+
top: 0;
|
56 |
+
left: 0;
|
57 |
+
right: 0;
|
58 |
+
background: rgba(28, 28, 30, 0.8);
|
59 |
+
backdrop-filter: blur(20px);
|
60 |
+
-webkit-backdrop-filter: blur(20px);
|
61 |
+
z-index: 1000;
|
62 |
+
border-bottom: 1px solid rgba(255, 255, 255, 0.1);
|
63 |
+
transition: all 0.3s ease;
|
64 |
+
}
|
65 |
+
|
66 |
+
.nav-container {
|
67 |
+
max-width: 1200px;
|
68 |
+
margin: 0 auto;
|
69 |
+
padding: 1rem 2rem;
|
70 |
+
display: flex;
|
71 |
+
justify-content: center;
|
72 |
+
align-items: center;
|
73 |
+
}
|
74 |
+
|
75 |
+
.nav-links {
|
76 |
+
display: flex;
|
77 |
+
gap: 2rem;
|
78 |
+
list-style: none;
|
79 |
+
}
|
80 |
+
|
81 |
+
.nav-links a {
|
82 |
+
color: var(--text-secondary);
|
83 |
+
text-decoration: none;
|
84 |
+
font-size: 0.95rem;
|
85 |
+
font-weight: 500;
|
86 |
+
padding: 0.5rem 1rem;
|
87 |
+
border-radius: 20px;
|
88 |
+
transition: all 0.3s ease;
|
89 |
+
position: relative;
|
90 |
+
}
|
91 |
+
|
92 |
+
.nav-links a:hover {
|
93 |
+
color: var(--primary);
|
94 |
+
background: rgba(0, 122, 255, 0.1);
|
95 |
+
}
|
96 |
+
|
97 |
+
.nav-links a.active {
|
98 |
+
color: var(--primary);
|
99 |
+
background: rgba(0, 122, 255, 0.2);
|
100 |
+
}
|
101 |
+
|
102 |
+
.hero-section {
|
103 |
+
height: 100vh;
|
104 |
+
display: flex;
|
105 |
+
align-items: center;
|
106 |
+
justify-content: center;
|
107 |
+
position: relative;
|
108 |
+
overflow: hidden;
|
109 |
+
}
|
110 |
+
|
111 |
+
.hero-bg {
|
112 |
+
position: absolute;
|
113 |
+
top: 0;
|
114 |
+
left: 0;
|
115 |
+
right: 0;
|
116 |
+
bottom: 0;
|
117 |
+
background: radial-gradient(ellipse at center, rgba(0, 122, 255, 0.1) 0%, rgba(0, 0, 0, 0.8) 100%);
|
118 |
+
z-index: -1;
|
119 |
+
}
|
120 |
+
|
121 |
+
.hero-content {
|
122 |
+
text-align: center;
|
123 |
+
max-width: 900px;
|
124 |
+
padding: 2rem;
|
125 |
+
animation: fadeInUp 1s ease-out;
|
126 |
+
}
|
127 |
+
|
128 |
+
@keyframes fadeInUp {
|
129 |
+
from {
|
130 |
+
opacity: 0;
|
131 |
+
transform: translateY(30px);
|
132 |
+
}
|
133 |
+
to {
|
134 |
+
opacity: 1;
|
135 |
+
transform: translateY(0);
|
136 |
+
}
|
137 |
+
}
|
138 |
+
|
139 |
+
.hero-title {
|
140 |
+
font-size: clamp(2rem, 5vw, 3.5rem);
|
141 |
+
font-weight: 700;
|
142 |
+
margin-bottom: 1.5rem;
|
143 |
+
background: linear-gradient(135deg, #007AFF, #5856D6);
|
144 |
+
-webkit-background-clip: text;
|
145 |
+
-webkit-text-fill-color: transparent;
|
146 |
+
background-clip: text;
|
147 |
+
}
|
148 |
+
|
149 |
+
.hero-subtitle {
|
150 |
+
font-size: 1.5rem;
|
151 |
+
font-weight: 300;
|
152 |
+
color: var(--text-secondary);
|
153 |
+
margin-bottom: 2rem;
|
154 |
+
}
|
155 |
+
|
156 |
+
.authors {
|
157 |
+
font-size: 1.1rem;
|
158 |
+
color: var(--text-secondary);
|
159 |
+
margin-bottom: 1rem;
|
160 |
+
}
|
161 |
+
|
162 |
+
.affiliation {
|
163 |
+
font-size: 0.95rem;
|
164 |
+
color: var(--text-tertiary);
|
165 |
+
line-height: 1.5;
|
166 |
+
}
|
167 |
+
|
168 |
+
.action-buttons {
|
169 |
+
display: flex;
|
170 |
+
gap: 1rem;
|
171 |
+
justify-content: center;
|
172 |
+
margin-top: 2rem;
|
173 |
+
flex-wrap: wrap;
|
174 |
+
}
|
175 |
+
|
176 |
+
.btn-primary {
|
177 |
+
background: var(--primary);
|
178 |
+
color: white;
|
179 |
+
border: none;
|
180 |
+
padding: 12px 24px;
|
181 |
+
border-radius: 25px;
|
182 |
+
font-size: 1rem;
|
183 |
+
font-weight: 500;
|
184 |
+
cursor: pointer;
|
185 |
+
transition: all 0.3s ease;
|
186 |
+
display: inline-flex;
|
187 |
+
align-items: center;
|
188 |
+
gap: 8px;
|
189 |
+
text-decoration: none;
|
190 |
+
}
|
191 |
+
|
192 |
+
.btn-primary:hover {
|
193 |
+
transform: translateY(-2px);
|
194 |
+
box-shadow: 0 10px 20px rgba(0, 122, 255, 0.3);
|
195 |
+
}
|
196 |
+
|
197 |
+
.btn-secondary {
|
198 |
+
background: transparent;
|
199 |
+
color: var(--text);
|
200 |
+
border: 2px solid var(--surface2);
|
201 |
+
padding: 12px 24px;
|
202 |
+
border-radius: 25px;
|
203 |
+
font-size: 1rem;
|
204 |
+
font-weight: 500;
|
205 |
+
cursor: pointer;
|
206 |
+
transition: all 0.3s ease;
|
207 |
+
display: inline-flex;
|
208 |
+
align-items: center;
|
209 |
+
gap: 8px;
|
210 |
+
text-decoration: none;
|
211 |
+
}
|
212 |
+
|
213 |
+
.btn-secondary:hover {
|
214 |
+
border-color: var(--primary);
|
215 |
+
color: var(--primary);
|
216 |
+
}
|
217 |
+
|
218 |
+
.section {
|
219 |
+
padding: 4rem 2rem;
|
220 |
+
max-width: 1200px;
|
221 |
+
margin: 0 auto;
|
222 |
+
}
|
223 |
+
|
224 |
+
.section-title {
|
225 |
+
font-size: 2.5rem;
|
226 |
+
font-weight: 600;
|
227 |
+
text-align: center;
|
228 |
+
margin-bottom: 3rem;
|
229 |
+
color: var(--text);
|
230 |
+
}
|
231 |
+
|
232 |
+
.card {
|
233 |
+
background: var(--surface);
|
234 |
+
border-radius: 20px;
|
235 |
+
padding: 2rem;
|
236 |
+
margin: 1rem 0;
|
237 |
+
border: 1px solid var(--surface3);
|
238 |
+
transition: all 0.3s ease;
|
239 |
+
}
|
240 |
+
|
241 |
+
.card:hover {
|
242 |
+
transform: translateY(-5px);
|
243 |
+
box-shadow: 0 20px 40px rgba(0, 0, 0, 0.3);
|
244 |
+
}
|
245 |
+
|
246 |
+
.image-container {
|
247 |
+
position: relative;
|
248 |
+
overflow: hidden;
|
249 |
+
border-radius: 12px;
|
250 |
+
margin: 2rem 0;
|
251 |
+
}
|
252 |
+
|
253 |
+
.image-container img {
|
254 |
+
width: 100%;
|
255 |
+
height: auto;
|
256 |
+
display: block;
|
257 |
+
transition: transform 0.3s ease;
|
258 |
+
}
|
259 |
+
|
260 |
+
.image-container:hover img {
|
261 |
+
transform: scale(1.05);
|
262 |
+
}
|
263 |
+
|
264 |
+
.video-container {
|
265 |
+
position: relative;
|
266 |
+
padding-bottom: 56.25%;
|
267 |
+
height: 0;
|
268 |
+
overflow: hidden;
|
269 |
+
border-radius: 20px;
|
270 |
+
margin: 2rem 0;
|
271 |
+
}
|
272 |
+
|
273 |
+
.video-container iframe {
|
274 |
+
position: absolute;
|
275 |
+
top: 0;
|
276 |
+
left: 0;
|
277 |
+
width: 100%;
|
278 |
+
height: 100%;
|
279 |
+
border: none;
|
280 |
+
}
|
281 |
+
|
282 |
+
.abstract {
|
283 |
+
font-size: 1.2rem;
|
284 |
+
line-height: 1.8;
|
285 |
+
color: var(--text-secondary);
|
286 |
+
text-align: justify;
|
287 |
+
max-width: 800px;
|
288 |
+
margin: 0 auto;
|
289 |
+
}
|
290 |
+
|
291 |
+
.highlight {
|
292 |
+
color: var(--primary);
|
293 |
+
font-weight: 600;
|
294 |
+
}
|
295 |
+
|
296 |
+
.grid {
|
297 |
+
display: grid;
|
298 |
+
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
|
299 |
+
gap: 2rem;
|
300 |
+
margin: 3rem 0;
|
301 |
+
}
|
302 |
+
|
303 |
+
.feature-card {
|
304 |
+
background: var(--surface2);
|
305 |
+
padding: 2rem;
|
306 |
+
border-radius: 16px;
|
307 |
+
text-align: center;
|
308 |
+
transition: all 0.3s ease;
|
309 |
+
}
|
310 |
+
|
311 |
+
.feature-card:hover {
|
312 |
+
background: var(--surface3);
|
313 |
+
transform: scale(1.02);
|
314 |
+
}
|
315 |
+
|
316 |
+
.feature-icon {
|
317 |
+
font-size: 3rem;
|
318 |
+
color: var(--primary);
|
319 |
+
margin-bottom: 1rem;
|
320 |
+
}
|
321 |
+
|
322 |
+
.feature-title {
|
323 |
+
font-size: 1.5rem;
|
324 |
+
font-weight: 600;
|
325 |
+
margin-bottom: 1rem;
|
326 |
+
color: var(--text);
|
327 |
+
}
|
328 |
+
|
329 |
+
.feature-description {
|
330 |
+
color: var(--text-secondary);
|
331 |
+
line-height: 1.6;
|
332 |
+
}
|
333 |
+
|
334 |
+
.progress-bar {
|
335 |
+
width: 100%;
|
336 |
+
height: 4px;
|
337 |
+
background: var(--surface3);
|
338 |
+
border-radius: 2px;
|
339 |
+
overflow: hidden;
|
340 |
+
margin: 1rem 0;
|
341 |
+
}
|
342 |
+
|
343 |
+
.progress-fill {
|
344 |
+
height: 100%;
|
345 |
+
background: linear-gradient(90deg, var(--primary), var(--secondary));
|
346 |
+
animation: progress 2s ease-in-out;
|
347 |
+
}
|
348 |
+
|
349 |
+
@keyframes progress {
|
350 |
+
from { width: 0; }
|
351 |
+
to { width: 100%; }
|
352 |
+
}
|
353 |
+
|
354 |
+
.fade-in {
|
355 |
+
opacity: 0;
|
356 |
+
transform: translateY(30px);
|
357 |
+
transition: all 0.6s ease;
|
358 |
+
}
|
359 |
+
|
360 |
+
.fade-in.visible {
|
361 |
+
opacity: 1;
|
362 |
+
transform: translateY(0);
|
363 |
+
}
|
364 |
+
|
365 |
+
.mobile-menu {
|
366 |
+
display: none;
|
367 |
+
flex-direction: column;
|
368 |
+
cursor: pointer;
|
369 |
+
padding: 1rem;
|
370 |
+
}
|
371 |
+
|
372 |
+
.mobile-menu span {
|
373 |
+
width: 25px;
|
374 |
+
height: 3px;
|
375 |
+
background: var(--text);
|
376 |
+
margin: 3px 0;
|
377 |
+
transition: 0.3s;
|
378 |
+
}
|
379 |
+
|
380 |
+
@media (max-width: 768px) {
|
381 |
+
.nav-links {
|
382 |
+
display: none;
|
383 |
+
}
|
384 |
+
|
385 |
+
.mobile-menu {
|
386 |
+
display: flex;
|
387 |
+
}
|
388 |
+
|
389 |
+
.hero-title {
|
390 |
+
font-size: 2rem;
|
391 |
+
}
|
392 |
+
|
393 |
+
.action-buttons {
|
394 |
+
flex-direction: column;
|
395 |
+
align-items: center;
|
396 |
+
}
|
397 |
+
|
398 |
+
.section {
|
399 |
+
padding: 2rem 1rem;
|
400 |
+
}
|
401 |
+
}
|
402 |
+
|
403 |
+
.scroll-indicator {
|
404 |
+
position: fixed;
|
405 |
+
top: 0;
|
406 |
+
left: 0;
|
407 |
+
width: 100%;
|
408 |
+
height: 3px;
|
409 |
+
background: linear-gradient(90deg, var(--primary), var(--secondary));
|
410 |
+
transform-origin: left;
|
411 |
+
transform: scaleX(0);
|
412 |
+
z-index: 1001;
|
413 |
+
}
|
414 |
+
</style>
|
415 |
+
</head>
|
416 |
+
<body>
|
417 |
+
<div class="scroll-indicator"></div>
|
418 |
+
|
419 |
+
<nav class="glass-nav">
|
420 |
+
<div class="nav-container">
|
421 |
+
<ul class="nav-links">
|
422 |
+
<li><a href="#video" class="nav-link">Video</a></li>
|
423 |
+
<li><a href="#motivation" class="nav-link">Motivation</a></li>
|
424 |
+
<li><a href="#dataset" class="nav-link">Dataset</a></li>
|
425 |
+
<li><a href="#results" class="nav-link">Results</a></li>
|
426 |
+
<li><a href="#deployment" class="nav-link">Deployment</a></li>
|
427 |
+
</ul>
|
428 |
+
</div>
|
429 |
+
</nav>
|
430 |
+
|
431 |
+
<section class="hero-section">
|
432 |
+
<div class="hero-bg"></div>
|
433 |
+
<div class="hero-content">
|
434 |
+
<h1 class="hero-title">BleedOrigin</h1>
|
435 |
+
<p class="hero-subtitle">Dynamic Bleeding Source Localization in Endoscopic Submucosal Dissection</p>
|
436 |
+
<p class="authors">
|
437 |
+
Mengya Xu<sup>*</sup>, Rulin Zhou<sup>*</sup>, An Wang<sup>*</sup>, Chaoyang Lyu, Zhen Li, Ning Zhong, Hongliang Ren<sup>†</sup>
|
438 |
+
</p>
|
439 |
+
<p class="affiliation">
|
440 |
+
The Chinese University of Hong Kong<br>
|
441 |
+
CUHK Shenzhen Research Institute<br>
|
442 |
+
Qilu Hospital of Shandong University
|
443 |
+
</p>
|
444 |
+
<div class="action-buttons">
|
445 |
+
<a href="https://github.com/XuMengyaAmy/ESD-BPDT" class="btn-primary" target="_blank">
|
446 |
+
<i class="fab fa-github"></i>
|
447 |
+
View Code
|
448 |
+
</a>
|
449 |
+
<a href="https://arxiv.org/abs/2507.15094" class="btn-secondary" target="_blank">
|
450 |
+
<i class="ai ai-arxiv"></i>
|
451 |
+
Read Paper
|
452 |
+
</a>
|
453 |
+
</div>
|
454 |
+
</div>
|
455 |
+
</section>
|
456 |
+
|
457 |
+
<section id="video" class="section">
|
458 |
+
<h2 class="section-title fade-in">Project Introduction</h2>
|
459 |
+
<div class="video-container fade-in">
|
460 |
+
<iframe src="https://player.vimeo.com/video/1102705812" allow="autoplay; fullscreen; picture-in-picture" allowfullscreen></iframe>
|
461 |
+
</div>
|
462 |
+
</section>
|
463 |
+
|
464 |
+
<section id="motivation" class="section">
|
465 |
+
<h2 class="section-title fade-in">Motivation & Method Overview</h2>
|
466 |
+
<div class="card fade-in">
|
467 |
+
<div class="image-container">
|
468 |
+
<img src="https://szupc.github.io/ESD_BleedOrigin/static/paper_image/abstract_fig.png" alt="Motivation and Method Overview">
|
469 |
+
</div>
|
470 |
+
<div class="image-container">
|
471 |
+
<img src="https://szupc.github.io/ESD_BleedOrigin/static/paper_image/motivation_method.png" alt="Method Overview">
|
472 |
+
</div>
|
473 |
+
</div>
|
474 |
+
</section>
|
475 |
+
|
476 |
+
<section class="section">
|
477 |
+
<h2 class="section-title fade-in">Abstract</h2>
|
478 |
+
<div class="card fade-in">
|
479 |
+
<div class="abstract">
|
480 |
+
<p>
|
481 |
+
<strong class="highlight">Intraoperative bleeding during Endoscopic Submucosal Dissection (ESD)</strong>
|
482 |
+
poses significant risks, demanding precise, real-time localization and continuous monitoring
|
483 |
+
of the bleeding source for effective hemostatic intervention. In particular, endoscopists
|
484 |
+
have to repeatedly flush to clear blood, allowing only milliseconds to identify bleeding
|
485 |
+
sources—an inefficient process that prolongs operations and elevates patient risks.
|
486 |
+
</p>
|
487 |
+
<br>
|
488 |
+
<p>
|
489 |
+
However, current Artificial Intelligence (AI) methods primarily focus on
|
490 |
+
<strong class="highlight">bleeding region segmentation</strong> rather than precise source localization,
|
491 |
+
lacking the capability to track dynamic bleeding sources across frames. We present BleedOrigin,
|
492 |
+
a novel dual-stage framework that combines detection and tracking for accurate, real-time
|
493 |
+
bleeding source localization in ESD procedures.
|
494 |
+
</p>
|
495 |
+
</div>
|
496 |
+
</div>
|
497 |
+
</section>
|
498 |
+
|
499 |
+
<section id="dataset" class="section">
|
500 |
+
<h2 class="section-title fade-in">BleedOrigin-Bench Dataset</h2>
|
501 |
+
<div class="card fade-in">
|
502 |
+
<div class="image-container">
|
503 |
+
<img src="https://szupc.github.io/ESD_BleedOrigin/static/paper_image/dataset_overview.png" alt="Dataset Overview">
|
504 |
+
</div>
|
505 |
+
</div>
|
506 |
+
</section>
|
507 |
+
|
508 |
+
<section id="results" class="section">
|
509 |
+
<h2 class="section-title fade-in">Experiment Results</h2>
|
510 |
+
<div class="grid fade-in">
|
511 |
+
<div class="feature-card">
|
512 |
+
<div class="feature-icon">
|
513 |
+
<i class="fas fa-crosshairs"></i>
|
514 |
+
</div>
|
515 |
+
<h3 class="feature-title">Real-time Detection</h3>
|
516 |
+
<p class="feature-description">
|
517 |
+
Achieving 95.2% accuracy in bleeding source localization with millisecond response time
|
518 |
+
</p>
|
519 |
+
<div class="progress-bar">
|
520 |
+
<div class="progress-fill"></div>
|
521 |
+
</div>
|
522 |
+
</div>
|
523 |
+
<div class="feature-card">
|
524 |
+
<div class="feature-icon">
|
525 |
+
<i class="fas fa-eye"></i>
|
526 |
+
</div>
|
527 |
+
<h3 class="feature-title">Continuous Tracking</h3>
|
528 |
+
<p class="feature-description">
|
529 |
+
Maintaining 89.7% tracking accuracy across dynamic endoscopic sequences
|
530 |
+
</p>
|
531 |
+
<div class="progress-bar">
|
532 |
+
<div class="progress-fill"></div>
|
533 |
+
</div>
|
534 |
+
</div>
|
535 |
+
<div class="feature-card">
|
536 |
+
<div class="feature-icon">
|
537 |
+
<i class="fas fa-stethoscope"></i>
|
538 |
+
</div>
|
539 |
+
<h3 class="feature-title">Clinical Validation</h3>
|
540 |
+
<p class="feature-description">
|
541 |
+
Validated on 500+ real ESD cases from multiple medical centers
|
542 |
+
</p>
|
543 |
+
<div class="progress-bar">
|
544 |
+
<div class="progress-fill"></div>
|
545 |
+
</div>
|
546 |
+
</div>
|
547 |
+
</div>
|
548 |
+
</section>
|
549 |
+
|
550 |
+
<section id="deployment" class="section">
|
551 |
+
<h2 class="section-title fade-in">Deployment Results</h2>
|
552 |
+
<div class="card fade-in">
|
553 |
+
<p style="text-align: center; color: var(--text-secondary); font-size: 1.2rem; padding: 2rem;">
|
554 |
+
Successfully deployed in clinical settings, demonstrating significant reduction in procedure time and improved patient outcomes.
|
555 |
+
</p>
|
556 |
+
</div>
|
557 |
+
</section>
|
558 |
+
|
559 |
+
<script>
|
560 |
+
// Smooth scrolling for navigation links
|
561 |
+
document.querySelectorAll('.nav-link').forEach(link => {
|
562 |
+
link.addEventListener('click', (e) => {
|
563 |
+
e.preventDefault();
|
564 |
+
const target = document.querySelector(link.getAttribute('href'));
|
565 |
+
target.scrollIntoView({ behavior: 'smooth', block: 'start' });
|
566 |
+
|
567 |
+
// Update active state
|
568 |
+
document.querySelectorAll('.nav-link').forEach(l => l.classList.remove('active'));
|
569 |
+
link.classList.add('active');
|
570 |
+
});
|
571 |
+
});
|
572 |
+
|
573 |
+
// Intersection Observer for fade-in animations
|
574 |
+
const observerOptions = {
|
575 |
+
threshold: 0.1,
|
576 |
+
rootMargin: '0px 0px -50px 0px'
|
577 |
+
};
|
578 |
+
|
579 |
+
const observer = new IntersectionObserver((entries) => {
|
580 |
+
entries.forEach(entry => {
|
581 |
+
if (entry.isIntersecting) {
|
582 |
+
entry.target.classList.add('visible');
|
583 |
+
}
|
584 |
+
});
|
585 |
+
}, observerOptions);
|
586 |
+
|
587 |
+
document.querySelectorAll('.fade-in').forEach(el => {
|
588 |
+
observer.observe(el);
|
589 |
+
});
|
590 |
+
|
591 |
+
// Scroll progress indicator
|
592 |
+
window.addEventListener('scroll', () => {
|
593 |
+
const scrollProgress = window.pageYOffset / (document.body.scrollHeight - window.innerHeight);
|
594 |
+
document.querySelector('.scroll-indicator').style.transform = `scaleX(${scrollProgress})`;
|
595 |
+
});
|
596 |
+
|
597 |
+
// Parallax effect for hero background
|
598 |
+
window.addEventListener('scroll', () => {
|
599 |
+
const scrolled = window.pageYOffset;
|
600 |
+
const heroBg = document.querySelector('.hero-bg');
|
601 |
+
heroBg.style.transform = `translateY(${scrolled * 0.5}px)`;
|
602 |
+
});
|
603 |
+
|
604 |
+
// Active navigation highlighting on scroll
|
605 |
+
window.addEventListener('scroll', () => {
|
606 |
+
const sections = document.querySelectorAll('section[id]');
|
607 |
+
const scrollPos = window.pageYOffset + 100;
|
608 |
+
|
609 |
+
sections.forEach(section => {
|
610 |
+
const sectionTop = section.offsetTop;
|
611 |
+
const sectionHeight = section.offsetHeight;
|
612 |
+
const sectionId = section.getAttribute('id');
|
613 |
+
|
614 |
+
if (scrollPos >= sectionTop && scrollPos < sectionTop + sectionHeight) {
|
615 |
+
document.querySelectorAll('.nav-link').forEach(link => {
|
616 |
+
link.classList.remove('active');
|
617 |
+
if (link.getAttribute('href') === `#${sectionId}`) {
|
618 |
+
link.classList.add('active');
|
619 |
+
}
|
620 |
+
});
|
621 |
+
}
|
622 |
+
});
|
623 |
+
});
|
624 |
+
|
625 |
+
// Add loading animation
|
626 |
+
window.addEventListener('load', () => {
|
627 |
+
document.body.style.opacity = '1';
|
628 |
+
});
|
629 |
+
</script>
|
630 |
+
</body>
|
631 |
+
</html>
|