AIMC Topic: Lymphatic Metastasis

Clear Filters Showing 231 to 240 of 417 articles

Segmentation of metastatic cervical lymph nodes from CT images of oral cancers using deep-learning technology.

Dento maxillo facial radiology Feb 18, 2022
OBJECTIVE: The purpose of this study was to establish a deep-learning model for segmenting the cervical lymph nodes of oral cancer patients and diagnosing metastatic or non-metastatic lymph nodes from contrast-enhanced computed tomography (CT) images...
Deep Learning Lymph Nodes Lymphatic Metastasis Mouth Neoplasms Humans Technology Tomography, X-Ray Computed
View on PubMed DOI

Evolved explainable classifications for lymph node metastases.

Neural networks : the official journal of the International Neural Network Society Dec 31, 2021
A novel evolutionary approach for Explainable Artificial Intelligence is presented: the "Evolved Explanations" model (EvEx). This methodology combines Local Interpretable Model Agnostic Explanations (LIME) with Multi-Objective Genetic Algorithms to a...
Artificial Intelligence Humans Reproducibility of Results Neural Networks, Computer Lymphatic Metastasis
View on PubMed DOI

Multi-energy level fusion for nodal metastasis classification of primary lung tumor on dual energy CT using deep learning.

Computers in biology and medicine Dec 29, 2021
Lymph node metastasis also called nodal metastasis (Nmet), is a clinically primary task for physicians. The survival and recurrence of lung cancer are related to the Nmet staging from Tumor-Node-Metastasis (TNM) reports. Furthermore, preoperative Nme...
Lung Neoplasms Tomography, X-Ray Computed Lymphatic Metastasis Deep Learning Humans Computers
View on PubMed DOI

Factors Affecting Transperitoneal Robot-Assisted Laparoscopic Radical Prostatectomy.

Journal of laparoendoscopic & advanced surgical techniques. Part A Dec 28, 2021
To evaluate the impact of body mass index (BMI), preoperative risk classification, previous inguinal herniotomy, and abdominal operations on several steps of robot-assisted radical prostatectomy (RARP) and lymph node (LN) involvement. A total numbe...
Laparoscopy Robotic Surgical Procedures Pelvis Prostatectomy Lymphatic Metastasis Lymph Node Excision Robotics Retrospective Studies Male Humans
View on PubMed DOI

Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer.

The Journal of pathology Dec 28, 2021
The spread of early-stage (T1 and T2) adenocarcinomas to locoregional lymph nodes is a key event in disease progression of colorectal cancer (CRC). The cellular mechanisms behind this event are not completely understood and existing predictive biomar...
Biopsy Microscopy Image Interpretation, Computer-Assisted Proof of Concept Study Adipose Tissue Colorectal Neoplasms Predictive Value of Tests Retrospective Studies Risk Assessment Neoplasm Staging Reproducibility of Results Risk Factors Lymphatic Metastasis Deep Learning Humans Early Detection of Cancer Lymph Nodes Diagnosis, Computer-Assisted
View on PubMed DOI

Deep learning radiomics model related with genomics phenotypes for lymph node metastasis prediction in colorectal cancer.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Dec 27, 2021
BACKGROUND AND PURPOSE: The preoperative lymph node (LN) status is important for the treatment of colorectal cancer (CRC). Here, we established and validated a deep learning (DPL) model for predicting lymph node metastasis (LNM) in CRC.
Deep Learning Genomics Lymph Nodes Lymphatic Metastasis Phenotype Retrospective Studies Colorectal Neoplasms Humans
View on PubMed DOI

Development of a radiomics and machine learning model for predicting occult cervical lymph node metastasis in patients with tongue cancer.

Oral surgery, oral medicine, oral pathology and oral radiology Dec 25, 2021
OBJECTIVE: We aimed to develop a predictive model for occult cervical lymph node metastasis in patients with tongue cancer using radiomics and machine learning from pretreatment contrast-enhanced computed tomography.
Tongue Neoplasms Lymph Nodes Humans Neck Machine Learning Lymphatic Metastasis Retrospective Studies
View on PubMed DOI

Deep learning nomogram for predicting lymph node metastasis using computed tomography image in cervical cancer.

Acta radiologica (Stockholm, Sweden : 1987) Dec 7, 2021
BACKGROUND: Deep learning (DL) has been used on medical images to grade, differentiate, and predict prognosis in many tumors.
Female Uterine Cervical Neoplasms Deep Learning Lymph Nodes Humans Retrospective Studies Tomography, X-Ray Computed Nomograms Lymphatic Metastasis
View on PubMed DOI

Machine learning-based Radiomics analysis for differentiation degree and lymphatic node metastasis of extrahepatic cholangiocarcinoma.

BMC cancer Nov 24, 2021
BACKGROUND: Radiomics may provide more objective and accurate predictions for extrahepatic cholangiocarcinoma (ECC). In this study, we developed radiomics models based on magnetic resonance imaging (MRI) and machine learning to preoperatively predict...
Cholangiocarcinoma Male Middle Aged ROC Curve Predictive Value of Tests Aged, 80 and over Humans Adenocarcinoma Female Neoplasm Grading Algorithms Area Under Curve Adult Machine Learning Lymphatic Metastasis Aged Bile Duct Neoplasms Retrospective Studies Sensitivity and Specificity Magnetic Resonance Imaging
View on PubMed DOI

Characterizing impact of positive lymph node number in endometrial cancer using machine-learning: A better prognostic indicator than FIGO staging?

Gynecologic oncology Nov 15, 2021
BACKGROUND: Number of involved lymph nodes (LNs) is a crucial stratification factor in staging of numerous disease sites, but has not been incorporated for endometrial cancer. We evaluated whether number of involved LNs provide improved prognostic va...
Aged, 80 and over Young Adult Adult Lymph Nodes United States Middle Aged Cohort Studies Databases, Factual Female Humans Aged Neoplasm Staging Machine Learning Adenocarcinoma Endometrial Neoplasms Lymphatic Metastasis Predictive Value of Tests
View on PubMed DOI
Popular Topics
Recent Journals