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frankkramer-lab's Projects

aucmedi icon aucmedi

a framework for Automated Classification of Medical Images

covid19.miscnn icon covid19.miscnn

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

deepgleason icon deepgleason

a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks

drnote icon drnote

DrNote is an open tagging tool for text annotation and entity linking based on OpenTapioca and WIkiData/Wikipedia. It provides an entity linking service with pre-trained data for medical annotations in multilingual settings. The processing of raw text as well as PDF by a tesseract backend is supported.

ensmic icon ensmic

An analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks

fhir-qr-explorer icon fhir-qr-explorer

Client-based web application prototype for interactive FHIR Questionnaire Response (QR) analysis and visualization.

fhirgraph icon fhirgraph

A graph datatype structure definition for FHIR® (Fast Healthcare Interoperability Resources [hl7.org/fhir])

gernermed icon gernermed

GERNERMED is the first open neural NER model for medical entities designed for German data.

gernermed-pp icon gernermed-pp

GERNERMED++ is a transfer-learning-based open neural NER model for medical entities designed for German data.

gptnermed icon gptnermed

GPTNERMED is a language model-generated, synthetic dataset and an open neural NER model for medical entities designed for German data.

kimcare icon kimcare

A toolset to transfer files via the KIM component of the German Telematik-Infrastruktur using Apache NiFi.

miscnn icon miscnn

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

miseval icon miseval

a metric library for Medical Image Segmentation EVALuation

miseval.analysis icon miseval.analysis

Source code for the publication: Towards a Guideline for Evaluation Metrics in Medical Image Segmentation

misitcms-app icon misitcms-app

MISITcms - Assignment/Contest Management System for automatic code evaluation of students

mully icon mully

R package to create, modify and visualize graphs with multiple layers.

multipath icon multipath

Integrating pathways and related knowledge in a multilayer framework

ndexedit icon ndexedit

Web-based editing of biological networks from the NDEx platform

nucls.miscnn icon nucls.miscnn

Nucleus segmentation and analysis of breast cancer using the MIScnn Framework and the NuCLS dataset.

pacs2go icon pacs2go

Towards a Portable Research PACS for Interdisciplinary Collaboration

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