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GitHub / GeorgeBatch 4 Repositories

Health Data Science CDT (PhD) Candidate at the University of Oxford

GeorgeBatch/active-data-enrichment

[MICCAI'2022] CaPTion workshop: Active Data Enrichment by Learning What to Annotate in Digital Pathology

Language: Jupyter Notebook - Size: 20 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 1

GeorgeBatch/dependency-mil

[ISBI 2024] Accurate Subtyping of Lung Cancers by Modelling Class Dependencies

Language: Python - Size: 599 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

GeorgeBatch/histFM-clustering-benchmark

Language: Python - Size: 5.96 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

GeorgeBatch/tiatoolbox Fork of TissueImageAnalytics/tiatoolbox

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

Language: Python - Size: 480 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

GeorgeBatch/prov-gigapath Fork of prov-gigapath/prov-gigapath

Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data

Language: Python - Size: 7.63 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

GeorgeBatch/GeorgeBatch

Size: 114 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

GeorgeBatch/moleculenet

MSc Dissertation: Estimating Uncertainty in Machine Learning Models for Drug Discovery

Language: Jupyter Notebook - Size: 41.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 2

GeorgeBatch/LC25000-clean

[MICCAI'24 DEMI workshop] Evaluating Histopathology Foundation Models for Few-shot Tissue Clustering: an Application to LC25000 Augmented Dataset Cleaning

Language: Jupyter Notebook - Size: 3.78 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

GeorgeBatch/UNI Fork of mahmoodlab/UNI

Towards a general-purpose foundation model for computational pathology - Nature Medicine

Language: Jupyter Notebook - Size: 7.85 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GeorgeBatch/dsmil-wsi-public-fork Fork of binli123/dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Language: Python - Size: 48.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GeorgeBatch/simpsons-classification

Image Classification Coursework: Classifying Simpsons Over the Past 25 Years

Language: Jupyter Notebook - Size: 107 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 2

GeorgeBatch/ultrasound-nerve-segmentation

Undergraduate Research Project: "Ultrasound Nerve Segmentation" Kaggle Competition (2016)

Language: Python - Size: 16.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

GeorgeBatch/CLAM Fork of mahmoodlab/CLAM

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

Language: Python - Size: 45.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GeorgeBatch/TCGA_lung

Downloading and Creating labels for the TCGA lung Whole Slide Images

Language: Jupyter Notebook - Size: 262 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 3

GeorgeBatch/kvasir-seg

[MediaEval Medico Challenge'2020]: Polyp Segmentation

Language: Jupyter Notebook - Size: 39.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3

GeorgeBatch/AttentionDeepMIL Fork of AMLab-Amsterdam/AttentionDeepMIL

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

Language: Python - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GeorgeBatch/TCIA-CPTAC-download-instructions

Unofficial Instructions for downloading TCIA-CPTAC Pathology Images Lung Cohorts: LUAD, LSCC (aka LUSC)

Language: Jupyter Notebook - Size: 123 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GeorgeBatch/wsi-reader Fork of stefano-malacrino/wsi-reader

Language: Python - Size: 28.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

GeorgeBatch/wsi-reader-initial

Language: Python - Size: 4.88 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

GeorgeBatch/nlp_from_dls

Courseworks and Seminars for Deep Learning School Part 2: Natural Language Processing with Deep Learning

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

GeorgeBatch/TCGA-lung-download-GD

Scripts for downloading WSI-TCGA-LUNG from Google Drive using gdown

Language: Jupyter Notebook - Size: 62.5 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

GeorgeBatch/AB-Testing Fork of FrancescoCasalegno/AB-Testing

A/B Testing — A complete guide to statistical testing

Size: 104 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

GeorgeBatch/PyTorch-Lightning-MasterClass

Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

GeorgeBatch/lightning-engineering-bits-experiments

Language: Python - Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

GeorgeBatch/engineering-class Fork of Lightning-AI/engineering-class

Lightning Bits: Engineering for Researchers repo

Size: 20.1 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

GeorgeBatch/arch-pre-training Fork of kdexd/virtex

ARCH pre-training: reproducing results from Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles

Language: Python - Size: 6.52 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

GeorgeBatch/environment-specifications

Size: 31.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

GeorgeBatch/cocoapi Fork of cocodataset/cocoapi

Multi-label Binary Classification on COCO Dataset @ http://cocodataset.org/

Language: Jupyter Notebook - Size: 70.2 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

GeorgeBatch/tile-generation-scripts-andrea

Code from Andrea Chatrian for extracting patches/tiles from histology images.

Language: Python - Size: 1.54 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/ResNet Fork of FrancescoSaverioZuppichini/ResNet

Clean, scalable and easy to use ResNet implementation in Pytorch

Size: 598 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

GeorgeBatch/PyTorch-StudioGAN Fork of POSTECH-CVLab/PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Language: Python - Size: 12.7 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/cv_from_dls

Courseworks and Seminars for Deep Learning School Part 1: Convolutional Neural Networks for Visual Recognition

Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/PythonIntro2020 Fork of TomMaullin/PythonIntro2022

This is an introductory Python course I am running for the 2019 Health and Data Science CDT at Oxford University.

Language: Jupyter Notebook - Size: 18.3 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

GeorgeBatch/RadPathFusionLung Fork of mirabelarusu/RadPathFusionLung

Repository contains code that allows the registration of histology slices and CT in the context of lung cancer.

Language: MATLAB - Size: 417 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/introduction_to_ml_with_python Fork of amueller/introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python". GeorgeBatch: scripts used while going through the book during summer 2018.

Language: Jupyter Notebook - Size: 180 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/super-gonorrhoea-pathogen-sequencing Fork of davideyre/cdt-tutorial

A tutorial written for the University of Oxford DPhil in Healthcare Data Science

Language: HTML - Size: 11.4 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/pytorch-Deep-Learning Fork of Atcold/pytorch-Deep-Learning

Deep Learning (with PyTorch)

Size: 158 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/papsmear-classic-segmentation

Imaging Coursework: Non-Deep-Learning Segmentation of Pap Smear Images

Language: Jupyter Notebook - Size: 1.52 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

GeorgeBatch/gpytorch Fork of cornellius-gp/gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

Language: Python - Size: 25.4 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

GeorgeBatch/introduction_to_sl_with_r

My scripts for the book "Introduction to Statistical Learning with Applications in R"

Language: R - Size: 15.3 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0