Hee E Kim (Hee Kim)

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 4

Top Topics

Convolutional Neural Network

Multidrug Resistant

Sensitive Detection

Top Venues

JMIR research protocols

BMC medical imaging

Ruprecht Karls Universität Heidelberg Medizinische Fakultät Mannheim

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Ruprecht Karls Universität Heidelberg Medizinische Fakultät Mannheim Nov 01 2018

Germany

Research Assistant :: Medical Informatics (Heinrich-Lanz-Zentrum)

Goethe University Frankfurt Nov 01 2015 - Oct 31 2018

Germany

Research Assistant :: Frankfurt Big Data Lab

Publications

Hee E Kim, Máté Elod Maros, Thomas Miethke, Maximilian Kittel, Fabian Siegel, Thomas Ganslandt
Lightweight Visual Transformers Outperform Convolutional Neural Networks for Gram-Stained Image Classification: An Empirical Study. Biomedicines 11 (5) (2023)
Hee E Kim, Alejandro Cosa-Linan, Nandhini Santhanam, Mahboubeh Jannesari, Mate E Maros, Thomas Ganslandt
Transfer learning for medical image classification: a literature review. BMC medical imaging 22 (1) (2022)
Hee E Kim, Máté Elod Maros, Fabian Siegel, Thomas Ganslandt
Rapid Convolutional Neural Networks for Gram-Stained Image Classification at Inference Time on Mobile Devices: Empirical Study from Transfer Learning to Optimization. Biomedicines 10 (11) (2022)
Hee E Kim, Thomas Ganslandt, Thomas Miethke, Michael Neumaier, Maximilian Kittel
Deep Learning Frameworks for Rapid Gram Stain Image Data Interpretation: Protocol for a Retrospective Data Analysis. JMIR research protocols 9 (7) (2020)