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Jae Ho Sohn's Projects

attentiondeepmil icon attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

brdensity icon brdensity

Deep Learning Approach to Mammographic Breast Density Estimation

deepbench icon deepbench

Benchmarking Deep Learning operations on different hardware

dsb2017 icon dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

natural-language-classifier-nodejs icon natural-language-classifier-nodejs

See how the classifier service uses natural language to determine the intent behind your question. Ask a question about the weather, and watch as the service classifies the intent as 'temperature' or 'condition' related.

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

rnet icon rnet

Development of a structured hierarchical categorization system for radiology text reports to facilitate creation of well-organized large-scale radiology image databases: ImageNet of Radiology

rsna17 icon rsna17

Automated Breast Density Assignment from Mammograms using Deep Learning

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

wabd icon wabd

Using IBM Watson for Automated MR Abdomen Protocol Assignment

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