AIMC Topic: Carcinoid Tumor

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Development and evaluation of a multivariable prediction model for overall survival in advanced stage pulmonary carcinoid using machine learning.

European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology Feb 25, 2025
BACKGROUND: Evidence is limited on whether patients with advanced pulmonary carcinoid (APC) benefit from comprehensive pulmonary resection (CPR), chemotherapy, or radiotherapy. Existing prognostic models for APC are limited and do not guide treatment...
Prognosis Retrospective Studies Humans Machine Learning Pneumonectomy Survival Rate SEER Program Male Neoplasm Staging Middle Aged Kaplan-Meier Estimate Lung Neoplasms Carcinoid Tumor Proportional Hazards Models Propensity Score Female Aged Adult
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Predictive Modeling of Long-Term Prognosis After Resection in Typical Pulmonary Carcinoid: A Machine Learning Perspective.

Cancer investigation Jul 15, 2024
Typical Pulmonary Carcinoid (TPC) is defined by its slow growth, frequently necessitating surgical intervention. Despite this, the long-term outcomes following tumor resection are not well understood. This study examined the factors impacting Overall...
SEER Program Carcinoid Tumor Lung Neoplasms Aged Adult Male Middle Aged Prognosis Female Machine Learning Humans
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Fully-automated detection of small bowel carcinoid tumors in CT scans using deep learning.

Medical physics Apr 5, 2023
BACKGROUND: Small bowel carcinoid tumor is a rare neoplasm and increasing in incidence. Patients with small bowel carcinoid tumors often experience long delays in diagnosis due to the vague symptoms, slow growth of tumors, and lack of clinician aware...
Deep Learning Tomography, X-Ray Computed Intestinal Neoplasms Humans Sensitivity and Specificity Carcinoid Tumor
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Single utility port approach in robot-assisted sleeve segmentectomy for bronchial carcinoid tumor.

Thoracic cancer Apr 6, 2022
Bronchial carcinoid tumors are low-grade malignant and lung-sparing surgery is preferred for the removal of these tumors. We describe a surgical technique of robot-assisted sleeve segmentectomy via single utility port approach with three robotic arms...
Robotics Pneumonectomy Carcinoid Tumor Bronchial Neoplasms Aged Adenoma Humans
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Prognosis in pathology: Are we "prognosticating" or only establishing correlations between independent variables and survival? A study with various analytics cautions about the overinterpretation of statistical results.

Annals of diagnostic pathology Apr 21, 2020
Survival data from 225 patients with resected pulmonary typical carcinoids were analyzed with Kaplan-Meier statistics (K-M) and "deep learning" methods to illustrate the difference between establishing "correlations" and "prognostications". Cases wer...
Lung Neoplasms Pathology, Clinical Neural Networks, Computer Humans Kaplan-Meier Estimate Prognosis Carcinoid Tumor
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Confocal endomicroscopy and robot-assisted bronchoplasty integration to treat an endobronchial tumour.

Interactive cardiovascular and thoracic surgery Oct 4, 2021
We present a case of a young man with an endobronchial carcinoid in the left main bronchus, which was treated integrating probe-based confocal laser endomicroscopy and fluorescence imaging during a robot-assisted bronchoplasty. This technique allowed...
Male Robotics Humans Bronchi Plastic Surgery Procedures Carcinoid Tumor Thoracic Surgical Procedures
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