alinajadebarnett

alinajadebarnett's repositories

iaiabl

This code repository is associated with the paper "A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography." Nature Machine Intelligence, 2021. https://www.nature.com/articles/s42256-021-00423-x

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interpmammo

A landing page about interpretable mammography projects from our research group.

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alinajadebarnett.github.io

Personal website for Alina Jade Barnett. (Modified from airoldi.github.io, svmiller.github.io, and volfovsky.github.io, uses Jekyll and Academicons.)

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AoC2015

My solutions to the Advent of Code 2015 problems. https://adventofcode.com/2015

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AoC2016

My solutions to the Advent of Code 2016 problems. https://adventofcode.com/2016

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AoC2020

My solutions to the 2020 Advent of Code challenge problems.

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ProtoPNet

This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).

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