AIMC Topic: Neoplasm Metastasis
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Support vector machine classifier for prediction of the metastasis of colorectal cancer.
International journal of molecular medicine
Jan 2, 2018
Colorectal cancer (CRC) is one of the most common cancers and a major cause of mortality. The present study aimed to identify potential biomarkers for CRC metastasis and uncover the mechanisms underlying the etiology of the disease. The five datasets...
Seven-Month Prostate-Specific Antigen Is Prognostic in Metastatic Hormone-Sensitive Prostate Cancer Treated With Androgen Deprivation With or Without Docetaxel.
Journal of clinical oncology : official journal of the American Society of Clinical Oncology
Dec 20, 2017
Purpose We evaluated the relationship between prostate-specific antigen (PSA) and overall survival in the context of a prospectively randomized clinical trial comparing androgen-deprivation therapy (ADT) plus docetaxel with ADT alone for initial meta...
Adult
Male
Middle Aged
Time Factors
Databases, Factual
Kallikreins
Retrospective Studies
Neoplasms, Hormone-Dependent
Aged
Aged, 80 and over
Prostate-Specific Antigen
Antineoplastic Combined Chemotherapy Protocols
Humans
Androgen Antagonists
Treatment Outcome
Randomized Controlled Trials as Topic
Docetaxel
Prostatic Neoplasms
Neoplasm Metastasis
Classification of cancer cells using computational analysis of dynamic morphology.
Computer methods and programs in biomedicine
Dec 7, 2017
BACKGROUND AND OBJECTIVE: Detection of metastatic tumor cells is important for early diagnosis and staging of cancer. However, such cells are exceedingly difficult to detect from blood or biopsy samples at the disease onset. It is reported that cance...
A support vector machine classifier for the prediction of osteosarcoma metastasis with high accuracy.
International journal of molecular medicine
Sep 7, 2017
In this study, gene expression profiles of osteosarcoma (OS) were analyzed to identify critical genes associated with metastasis. Five gene expression datasets were screened and downloaded from Gene Expression Omnibus (GEO). Following assessment by M...
CMGene: A literature-based database and knowledge resource for cancer metastasis genes.
Journal of genetics and genomics = Yi chuan xue bao
May 4, 2017
Using machine learning to parse breast pathology reports.
Breast cancer research and treatment
Nov 8, 2016
PURPOSE: Extracting information from electronic medical record is a time-consuming and expensive process when done manually. Rule-based and machine learning techniques are two approaches to solving this problem. In this study, we trained a machine le...
Minimally invasive cytoreductive nephrectomy: a multi-institutional experience.
World journal of urology
Apr 15, 2016
PURPOSE: To analyze the functional and oncologic outcomes of minimally invasive cytoreductive nephrectomy (CN) in three high-volume cancer centers.
Fully automated classification of bone marrow infiltration in low-dose CT of patients with multiple myeloma based on probabilistic density model and supervised learning.
Computers in biology and medicine
Feb 8, 2016
This paper presents a fully automated method for the identification of bone marrow infiltration in femurs in low-dose CT of patients with multiple myeloma. We automatically find the femurs and the bone marrow within them. In the next step, we create ...
Clinical decision support systems at the Vienna General Hospital using Arden Syntax: Design, implementation, and integration.
Artificial intelligence in medicine
Dec 1, 2015
INTRODUCTION: The Allgemeines Krankenhaus Informations Management (AKIM) project was started at the Vienna General Hospital (VGH) several years ago. This led to the introduction of a new hospital information system (HIS), and the installation of the ...
Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm.
BMC medical genomics
Sep 10, 2015
BACKGROUND: Metastatic neuroblastoma (NB) occurs in pediatric patients as stage 4S or stage 4 and it is characterized by heterogeneous clinical behavior associated with diverse genotypes. Tumors of stage 4 contain several structural copy number aberr...
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