October 2017

Table of Contents - PeerJ (Medicine Articles)

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Medicine
oncology
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Machine learning to analyze colon glands

Malignant colorectal cancer

October 3, 2017

Machine learning to analyze colon glands

Due to the large variability of biological tissue, machine learning techniques have shown superior performance over conventional image processing methods. Here, researchers present a deep neural network-based approach for segmentation and classification of glands in tissue of benign and malignant colorectal cancer.

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October 3, 2017
Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
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https://doi.org/10.7717/peerj.3874 PubMed 29018612
October 9, 2017
Clinical outcomes of residual or recurrent nasopharyngeal carcinoma treated with endoscopic nasopharyngectomy plus chemoradiotherapy or with chemoradiotherapy alone: a retrospective study
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https://doi.org/10.7717/peerj.3912 PubMed 29038762
October 9, 2017
Comparison of human papillomavirus (HPV) detection in urine and cervical swab samples using the HPV GenoArray Diagnostic assay
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https://doi.org/10.7717/peerj.3910 PubMed 29038761
October 25, 2017
Knowledge and beliefs regarding cervical cancer screening and HPV vaccination among urban and rural women in León, Nicaragua
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https://doi.org/10.7717/peerj.3871 PubMed 29085745
October 13, 2017
Tumor-infiltrating CD8+ lymphocytes predict different clinical outcomes in organ- and non-organ-confined urothelial carcinoma of the bladder following radical cystectomy
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https://doi.org/10.7717/peerj.3921 PubMed 29043112
Machine learning to analyze colon glands

Malignant colorectal cancer

October 3, 2017

Machine learning to analyze colon glands

Due to the large variability of biological tissue, machine learning techniques have shown superior performance over conventional image processing methods. Here, researchers present a deep neural network-based approach for segmentation and classification of glands in tissue of benign and malignant colorectal cancer.

- read article

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