AIMC Topic: Pathologists

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Agreement of two pre-trained deep-learning neural networks built with transfer learning with six pathologists on 6000 patches of prostate cancer from Gleason2019 Challenge.

Romanian journal of morphology and embryology = Revue roumaine de morphologie et embryologie Jan 1, 2020
INTRODUCTION: While the visual inspection of histopathology images by expert pathologists remains the golden standard method for grading of prostate cancer the quest for developing automated algorithms for the job is set and deep-learning techniques ...
Humans Prostatic Neoplasms Pathologists History, 21st Century Male Deep Learning
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Machine Learning and Veterinary Pathology: Be Not Afraid!

Veterinary pathology Jul 1, 2019
Pathology, Veterinary Animals Pathologists Humans Machine Learning
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Artificial intelligence system of faster region-based convolutional neural network surpassing senior radiologists in evaluation of metastatic lymph nodes of rectal cancer.

Chinese medical journal Feb 1, 2019
BACKGROUND: An artificial intelligence system of Faster Region-based Convolutional Neural Network (Faster R-CNN) is newly developed for the diagnosis of metastatic lymph node (LN) in rectal cancer patients. The primary objective of this study was to ...
Artificial Intelligence Female Humans Neural Networks, Computer Adult Male Middle Aged Aged Aged, 80 and over Pathologists Rectal Neoplasms Radiologists Neoplasm Recurrence, Local Lymphatic Metastasis Neoplasm Staging
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Machine Learning Compared With Pathologist Assessment-Reply.

JAMA Apr 24, 2018
Pathologists Breast Neoplasms Risk Assessment Humans Machine Learning
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Machine Learning Compared With Pathologist Assessment.

JAMA Apr 24, 2018
Machine Learning Algorithms Breast Neoplasms Pathologists Humans
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Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.

JAMA Dec 12, 2017
IMPORTANCE: Application of deep learning algorithms to whole-slide pathology images can potentially improve diagnostic accuracy and efficiency.
Humans Machine Learning Lymphatic Metastasis Pathologists Pathology, Clinical Breast Neoplasms ROC Curve Algorithms Female
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Artificial Intelligence and the Pathologist: Future Frenemies?

Archives of pathology & laboratory medicine May 1, 2017
Forecasting Deep Learning Pathologists Humans Artificial Intelligence
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Straw Men, Deep Learning, and the Future of the Human Microscopist: Response to "Artificial Intelligence and the Pathologist: Future Frenemies?".

Archives of pathology & laboratory medicine May 1, 2017
Deep Learning Pathologists Forecasting Male Humans Artificial Intelligence
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Adapting to Artificial Intelligence: Radiologists and Pathologists as Information Specialists.

JAMA Dec 13, 2016
Information Services Computers, Mainframe Image Interpretation, Computer-Assisted Pattern Recognition, Automated Radiologists Radiographic Image Interpretation, Computer-Assisted Pathologists Data Mining Machine Learning Radiology Humans Artificial Intelligence
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