Emerging Diagnostic and Investigative Technologies @ Dartmouth
Machine Learning Research Arm of the Department of Pathology and Laboratory Medicine at Dartmouth Hitchcock Medical Center
Pinned Repositories
EDIT_AI_virtual_conference
💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.
PathFlow-ImageUtils
PathFlow-MixMatch
Don't mix, match! Simple utilities for improved registration of Histopathology Whole Slide Images.
PathFlowAI
A Convenient High-Throughput Workflow for Preprocessing, Deep Learning Analytics and Interpretation in Digital Pathology
PathPretrain
Tutorial for EDIT interns on basic components of PyTorch workflow. Can be used as quick script for pretraining image classification models / extracting features with traditional image folder classes, with focus in histology.
PreliminaryGenerativeHistoPath
viewmask
A Python package and CLI to view TCGA MoNuSeg XML annotations and NumPy masks.
WSI-GTFE
Topological Feature Extraction on Whole Slide Images using Graph Neural Networks.
Emerging Diagnostic and Investigative Technologies @ Dartmouth's Repositories
DHMC-EDIT/WSI-GTFE
Topological Feature Extraction on Whole Slide Images using Graph Neural Networks.
DHMC-EDIT/EDIT_AI_virtual_conference
💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.
DHMC-EDIT/PathFlow-ImageUtils
DHMC-EDIT/PathFlow-MixMatch
Don't mix, match! Simple utilities for improved registration of Histopathology Whole Slide Images.
DHMC-EDIT/PathFlowAI
A Convenient High-Throughput Workflow for Preprocessing, Deep Learning Analytics and Interpretation in Digital Pathology
DHMC-EDIT/PathPretrain
Tutorial for EDIT interns on basic components of PyTorch workflow. Can be used as quick script for pretraining image classification models / extracting features with traditional image folder classes, with focus in histology.
DHMC-EDIT/PreliminaryGenerativeHistoPath
DHMC-EDIT/viewmask
A Python package and CLI to view TCGA MoNuSeg XML annotations and NumPy masks.