AIMC Topic: Lymph Nodes

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Use of artificial intelligence for the prediction of lymph node metastases in early-stage colorectal cancer: systematic review.

BJS open Mar 1, 2024
BACKGROUND: Risk evaluation of lymph node metastasis for early-stage (T1 and T2) colorectal cancers is critical for determining therapeutic strategies. Traditional methods of lymph node metastasis prediction have limited accuracy. This systematic rev...
Colorectal Neoplasms Lymph Nodes Lymphatic Metastasis Humans Artificial Intelligence
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Multicenter Evaluation of a Weakly Supervised Deep Learning Model for Lymph Node Diagnosis in Rectal Cancer at MRI.

Radiology. Artificial intelligence Mar 1, 2024
Purpose To develop a Weakly supervISed model DevelOpment fraMework (WISDOM) model to construct a lymph node (LN) diagnosis model for patients with rectal cancer (RC) that uses preoperative MRI data coupled with postoperative patient-level pathologic ...
Humans Deep Learning Retrospective Studies Lymph Nodes Male Magnetic Resonance Imaging Middle Aged Rectal Neoplasms
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Letter to the editor on "Automated classification of fat-infiltrated axillary lymph nodes on screening mammograms".

The British journal of radiology Feb 2, 2024
Mammography Humans Neural Networks, Computer Breast Neoplasms Lymph Nodes Algorithms Female
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The Added Effect of Artificial Intelligence in CT Assessment of Abdominal Lymphadenopathy.

Lymphology Jan 1, 2024
Lymphadenopathy is associated with lymph node abnormal size or consistency due to many causes. We employed the deep convolutional neural network ResNet-34 to detect and classify CT images from patients with abdominal lymphadenopathy and healthy contr...
Adult Abdomen Tomography, X-Ray Computed ROC Curve Male Lymph Nodes Female Middle Aged Lymphadenopathy Humans Aged Neural Networks, Computer Artificial Intelligence
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A Preoperative Prediction Model for Lymph Node Metastasis in Patients with Gastric Cancer Using a Machine Learning-based Ultrasomics Approach.

Current medical imaging Jan 1, 2024
OBJECTIVE: This study aimed to develop an ultrasomics model for predicting lymph node metastasis preoperative in patients with gastric cancer (GC).
Humans Lymphatic Metastasis Female Machine Learning Aged Middle Aged Algorithms Ultrasonography Stomach Neoplasms Lymph Nodes Sensitivity and Specificity Male
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CT-based intratumoral and peritumoral deep transfer learning features prediction of lymph node metastasis in non-small cell lung cancer.

Journal of X-ray science and technology Jan 1, 2024
BACKGROUND: The main metastatic route for lung cancer is lymph node metastasis, and studies have shown that non-small cell lung cancer (NSCLC) has a high risk of lymph node infiltration.
Lymphatic Metastasis Lung Neoplasms Lymph Nodes Carcinoma, Non-Small-Cell Lung Male Middle Aged Deep Learning Humans Retrospective Studies Aged Adult Tomography, X-Ray Computed Female
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Application of Machine-learning based on Radiomics Features in Differential Diagnosis of Superficial Lymphadenopathy.

Current medical imaging Jan 1, 2024
OBJECTIVE: The accurate diagnosis of superficial lymphadenopathy is challenging. We aim to explore a non-invasive and accurate machine-learning method for distinguishing benign lymph nodes, lymphoma, and metastatic lymph nodes.
Ultrasonography ROC Curve Lymphadenopathy Radiomics Male Middle Aged Diagnosis, Differential Area Under Curve Lymph Nodes Lymphoma Lymphatic Metastasis Humans Machine Learning Aged Adult Retrospective Studies Female
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Standardization of robot-assisted pelvic lymph node dissection-Development of a common understanding of regional anatomy and surgical technique based on cross-disciplinary discussion among colorectal surgery, urology, and gynecology.

Asian journal of endoscopic surgery Jan 1, 2024
BACKGROUND: Pelvic lymph node dissection is a procedure performed in gastroenterological surgery, urology, and gynecology. However, due to discrepancies in the understanding of pelvic anatomy among these departments, cross-disciplinary discussions ha...
Humans Lymph Nodes Anatomy, Regional Urology Gynecology Colorectal Surgery Lymph Node Excision Robotics Reference Standards
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[Axillary Lymph Node Recurrence after Curative Surgery for Transverse Colon Cancer-A Case Report].

Gan to kagaku ryoho. Cancer & chemotherapy Dec 1, 2023
We report the rare case of an 89-year-old female with axillary lymph node recurrence after curative surgery for transverse colon cancer who had undergone right hemicolectomy with D3 lymphadenectomy with an uneventful postoperative course. Pathologica...
Lymph Nodes Colonic Neoplasms Lymphatic Metastasis Axilla Carcinoma, Signet Ring Cell Humans Positron Emission Tomography Computed Tomography Lymph Node Excision Female Colon, Transverse Aged, 80 and over
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[A Case of Robot-Assisted Laparoscopic Surgery for Stenotic Sigmoid Colon Cancer with Simultaneous Lateral Lymph Node Metastasis].

Gan to kagaku ryoho. Cancer & chemotherapy Dec 1, 2023
The patient is a 63-year-old man. He visited his previous physician for abdominal pain. After close examinations, he was diagnosed with stenotic sigmoid colon cancer with left lateral lymph node metastasis. On the same day, colonic stenting was perfo...
Constriction, Pathologic Sigmoid Neoplasms Lymph Node Excision Robotics Laparoscopy Middle Aged Lymph Nodes Lymphatic Metastasis Humans Male
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