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Germany indicts 4 for supporting al-Nusra in Syria | News | DW

Germany indicts 4 for supporting al-Nusra in Syria | News | DW
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Cina Sahkan Undang-undang Perlindungan Data Pribadi Pengguna Internet | DUNIA: Informasi terkini dari berbagai penjuru dunia | DW

Cina Sahkan Undang-undang Perlindungan Data Pribadi Pengguna Internet | DUNIA: Informasi terkini dari berbagai penjuru dunia | DW
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Deep Learning Models Take Shortcuts to Make Inaccurate or Biased Predictions for Cancer Patients

Deep Learning Models Take Shortcuts to Make Inaccurate or Biased Predictions for Cancer Patients
Reviewed by Laura ThomsonJul 23 2021
Artificial intelligence tools and deep learning models are a powerful tool in cancer treatment. They can be used to analyze digital images of tumor biopsy samples, helping physicians quickly classify the type of cancer, predict prognosis and guide a course of treatment for the patient. However, unless these algorithms are properly calibrated, they can sometimes make inaccurate or biased predictions.
A new study led by researchers from the University of Chicago shows that deep learning models trained on large sets of cancer genetic and tissue histology data can easily identify the institution that submitted the images. The models, which use machine learning methods to teach themselves how to recognize certain cancer signatures, end up using the submitting site as a shortcut to predicting outcomes for the patient, lumping them together w ....

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Artificial intelligence models to analyze cancer images take shortcuts that introduce bias

Artificial intelligence models to analyze cancer images take shortcuts that introduce bias
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Artificial intelligence models to analyze cancer images take shortcuts that introduce bias

Artificial intelligence models to analyze cancer images take shortcuts that introduce bias
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