André Pedersen's Projects
DoubleU-Net for Semantic Image Segmentation in TensorFlow Keras
TF2-compatible Accumulated Gradients for Adam
Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.
IEEE BIBM 2021: Bayesian optimization-guided topic modeling for automatic detection of sepsis-related events from free text
🫁 AeroPath: An airway segmentation benchmark dataset with challenging pathology
Includes labs for AI Fundamentals.
Automatic classification of tertiary bronchi based on bronchus masks using a rule-based approach.
My personal repository
Personal website
Fully customizable, draggable and animated switch for Flutter with multiple choices and smooth loading animation. It has prebuilt constructors for rolling and size animations.
A web-based annnotation system for easy annotation of image sequences such as ultrasound and camera recordings
Delete the label from a whole-slide image
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Advanced Normalization Tools (ANTs)
Medical image analysis framework merging ANTsPy and deep learning
Code relevant for training and evaluating multi-task NLPs from free text using TensorFlow
[MICCAI, 2022, Challenge]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art works on pulmonary airway segmentation and related works.
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
Adaptive pooling operators for multiple instance learning
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
Curated list of awesome open source healthcare software, libraries, tools and resources.
Open source documentation of Microsoft Azure
This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.
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CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix