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  "author": "\u8521\u9f4a\u73cd",
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  "author": "\u8521\u9f4a\u73cd",
            
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  "author_email": "cctsai13@vghtpe.gov.tw",
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  "author_email": "cctsai13@vghtpe.gov.tw",
            
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  "creator_user_id": "7f55ee53-81d3-4d6c-96fa-1da6ead002c0",
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  "creator_user_id": "7f55ee53-81d3-4d6c-96fa-1da6ead002c0",
            
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  "groups": [],
            
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  "license_id": "",
            
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  "license_title": "",
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  "license_title": "",
            
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  "maintainer": "\u9ec3\u51f1\u8fb0",
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  "maintainer": "\u9ec3\u51f1\u8fb0",
            
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  "maintainer_email": "kchuang10@vghtpe.gov.tw",
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  "maintainer_email": "kchuang10@vghtpe.gov.tw",
            
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  "metadata_created": "2022-10-06T03:28:04.003043",
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  "metadata_created": "2022-10-06T03:28:04.003043",
            
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  "metadata_modified": "2024-06-22T14:20:50.122432",
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  "metadata_modified": "2024-06-22T14:21:03.855247",
            
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  "name": "d13-ent",
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  "name": "d13-ent",
            
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  "notes": "Using pathological diagnosis as the ground truth, we 
16
  "notes": "Using pathological diagnosis as the ground truth, we 
            
17
collected cervical CT scans of patients who had undergone neck lymph 
17
collected cervical CT scans of patients who had undergone neck lymph 
            
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node dissection surgery. On these preoperative CT images, we 
18
node dissection surgery. On these preoperative CT images, we 
            
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identified and annotated benign and malignant lymph nodes. After 
19
identified and annotated benign and malignant lymph nodes. After 
            
20
annotation, we exported the images as DICOM+RTSS files to ensure 
20
annotation, we exported the images as DICOM+RTSS files to ensure 
            
21
precise data handling. The identified regions of interest (ROI) were 
21
precise data handling. The identified regions of interest (ROI) were 
            
22
then isolated for further analysis. This analysis included feature 
22
then isolated for further analysis. This analysis included feature 
            
23
extraction, where we identified specific characteristics of the lymph 
23
extraction, where we identified specific characteristics of the lymph 
            
24
nodes, mathematical modeling to understand the patterns and 
24
nodes, mathematical modeling to understand the patterns and 
            
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relationships within the data, and model prediction to forecast 
25
relationships within the data, and model prediction to forecast 
            
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outcomes based on the extracted features and developed models. This 
26
outcomes based on the extracted features and developed models. This 
            
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comprehensive approach aimed to improve diagnostic accuracy and 
27
comprehensive approach aimed to improve diagnostic accuracy and 
            
28
treatment planning for patients with cervical lymph node 
28
treatment planning for patients with cervical lymph node 
            
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involvement.",
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involvement.",
            
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2022-05-20T15:43:19.080718",
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    "created": "2022-05-20T15:43:19.080718",
            
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    "description": "The Taipei Veterans General Hospital (Chinese: 
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    "description": "The Taipei Veterans General Hospital (Chinese: 
            
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\u53f0\u5317\u69ae\u6c11\u7e3d\u91ab\u9662) is a premier national 
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\u53f0\u5317\u69ae\u6c11\u7e3d\u91ab\u9662) is a premier national 
            
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medical center and a teaching hospital in Taiwan, offering tertiary 
37
medical center and a teaching hospital in Taiwan, offering tertiary 
            
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patient care, undergraduate medical education programs, and residency 
38
patient care, undergraduate medical education programs, and residency 
            
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programs. Established in 1958, it operates under the administration of 
39
programs. Established in 1958, it operates under the administration of 
            
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the Veterans Affairs Council. Located in the Beitou District of 
40
the Veterans Affairs Council. Located in the Beitou District of 
            
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Taipei, the hospital primarily serves patients from the metropolitan 
41
Taipei, the hospital primarily serves patients from the metropolitan 
            
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Taipei area and throughout all regions of Taiwan.",
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Taipei area and throughout all regions of Taiwan.",
            
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    "id": "25188a0c-7f13-4562-a5e2-042df726de3c",
            
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    "image_url": "2022-05-20-074319.065617vghtpelogo.png",
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "taipei-veterans-general-hospital",
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    "name": "taipei-veterans-general-hospital",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Taipei Veterans General Hospital",
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    "title": "Taipei Veterans General Hospital",
            
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    "type": "organization"
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    "type": "organization"
            
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  },
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  "state": "active",
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  "state": "active",
            
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  "tags": [
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  "tags": [
            
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    {
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    {
            
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      "display_name": "Cervical",
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      "display_name": "Cervical",
            
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      "id": "20ea7ff8-b0c0-4e4a-846c-3d82b93afd50",
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      "id": "20ea7ff8-b0c0-4e4a-846c-3d82b93afd50",
            
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      "name": "Cervical",
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      "name": "Cervical",
            
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      "state": "active",
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    },
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    },
            
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    {
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    {
            
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      "display_name": "Lymph Nodes",
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      "display_name": "Lymph Nodes",
            
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      "id": "d1f73c56-f498-4646-b4a7-61f409fc213f",
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      "id": "d1f73c56-f498-4646-b4a7-61f409fc213f",
            
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      "name": "Lymph Nodes",
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      "name": "Lymph Nodes",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "Neck",
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      "display_name": "Neck",
            
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      "id": "3091f2d5-a931-40df-a328-7bb11a6af810",
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      "id": "3091f2d5-a931-40df-a328-7bb11a6af810",
            
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      "name": "Neck",
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      "name": "Neck",
            
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      "vocabulary_id": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "title": "Cervical Lymp Nodes Dataset",
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  "title": "Cervical Lymph Nodes Dataset",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "url": "",
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  "url": "",
            
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  "version": ""
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  "version": ""
            
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}
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}