The evolution of boosting algorithms

A Mayr, H Binder, O Gefeller… - Methods of information in …, 2014 - thieme-connect.com
Background: The concept of boosting emerged from the field of machine learning. The basic
idea is to boost the accuracy of a weak classifying tool by combining various instances into a …

Epidemiology, biology, and treatment of triple-negative breast cancer in women of African ancestry

AM Brewster, M Chavez-MacGregor… - The Lancet Oncology, 2014 - thelancet.com
Breast cancer incidence is increasing worldwide, and breast cancer-related mortality is
highest in women of African ancestry, who are more likely to have basal-like or triple …

Tumor LDH-A expression and serum LDH status are two metabolic predictors for triple negative breast cancer brain metastasis

T Dong, Z Liu, Q Xuan, Z Wang, W Ma, Q Zhang - Scientific reports, 2017 - nature.com
There are limited therapeutic methods for triple negative breast cancer in the clinic, which is
easy to progress into the brain to form metastatic lesions and evolve into the terminal stage …

Molecular inversion probes: a novel microarray technology and its application in cancer research

Y Wang, ME Cottman, JD Schiffman - Cancer genetics, 2012 - Elsevier
The molecular inversion probe (MIP) assay technology was originally developed for single
nucleotide polymorphism (SNP) genotyping, but has subsequently been used for identifying …

Altered glycometabolism affects both clinical features and prognosis of triple-negative and neoadjuvant chemotherapy-treated breast cancer

T Dong, X Kang, Z Liu, S Zhao, W Ma, Q Xuan, H Liu… - Tumor Biology, 2016 - Springer
Glycometabolism is a distinctive aspect of energy metabolism in breast cancer, and key
glycometabolism enzymes/pathways (glycolysis, hexosamine biosynthetic pathway, and …

Ability to generate patient-derived breast cancer xenografts is enhanced in chemoresistant disease and predicts poor patient outcomes

PF McAuliffe, KW Evans, A Akcakanat, K Chen… - PloS one, 2015 - journals.plos.org
Background Breast cancer patients who are resistant to neoadjuvant chemotherapy
(NeoCT) have a poor prognosis. There is a pressing need to develop in vivo models of …

Identification of copy number alterations associated with the progression of DCIS to invasive ductal carcinoma

CE Johnson, KL Gorringe, ER Thompson… - Breast cancer research …, 2012 - Springer
Ductal carcinoma in situ (DCIS) is a non-obligate precursor to invasive ductal carcinoma
(IDC). Annotation of the genetic differences between the two lesions may assist in the …

Cytoplasmic cyclin E predicts recurrence in patients with breast cancer

KK Hunt, C Karakas, MJ Ha, A Biernacka, M Yi… - Clinical Cancer …, 2017 - AACR
Purpose: Low molecular weight cyclin E (LMW-E) detected by Western blot analysis predicts
for reduced breast cancer survival; however, it is impractical for clinical use. LMW-E lacks a …

Single-cell NGS-based analysis of copy number alterations reveals new insights in circulating tumor cells persistence in early-stage breast cancer

T Rossi, G Gallerani, D Angeli, C Cocchi, E Bandini… - Cancers, 2020 - mdpi.com
Simple Summary Circulating tumor cells (CTCs) are crucial for the identification of patients
with a higher risk of relapse, including those diagnosed with breast cancer (BC). The aim of …

[HTML][HTML] Cytoplasmic cyclin E and phospho–cyclin-dependent kinase 2 are biomarkers of aggressive breast cancer

C Karakas, A Biernacka, T Bui, AA Sahin, M Yi… - The American Journal of …, 2016 - Elsevier
Cyclin E and its co-activator, phospho–cyclin-dependent kinase 2 (p-CDK2), regulate G 1 to
S phase transition and their deregulation induces oncogenesis. Immunohistochemical …