A Gentle Introduction to Deep Learning in Medical Image Processing

12 October 2018

Papers citing "A Gentle Introduction to Deep Learning in Medical Image Processing"

21 / 21 papers shown

Title
Enhanced LSTM by Attention Mechanism for Early Detection of Parkinson's Disease through Voice Signals Arman Mohammadigilani Hani Attar Hamidreza Ehsani Chimeh Mostafa Karami 39 0 0 12 Feb 2025
Noise Reduction in Medical Images Sussana M. Florez-Aroni Mijail A. Hancco-Condori Fred Torres-Cruz 17 1 0 04 Jan 2023
Quantum Machine Learning Applied to the Classification of Diabetes Juan Kenyhy Hancco-Quispe Jordan Piero Borda-Colque Fred Torres-Cruz 29 5 0 31 Dec 2022
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems Kai Packhauser Lukas Folle Florian Thamm Andreas Maier DiffM MedIm 27 61 0 02 Nov 2022
Medical image registration using unsupervised deep neural network: A scoping literature review S. Abbasi M. Tavakoli H. R. Boveiri M. A. M. Shirazi R. Khayami Hedieh Khorasani R. Javidan Alireza Mehdizadeh 28 35 0 03 Aug 2022
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound Farnaz Khun Jush M. Biele P. Dueppenbecker Andreas Maier OOD 30 2 0 04 Jul 2022
WNet: A data-driven dual-domain denoising model for sparse-view computed tomography with a trainable reconstruction layer Theodor Cheslerean-Boghiu Felix C. Hofmann M. Schultheiss F. Pfeiffer Daniela Pfeiffer Tobias Lasser MedIm OOD 29 24 0 01 Jul 2022
Pressure Ulcer Categorisation using Deep Learning: A Clinical Trial to Evaluate Model Performance Paul Fergus C. Chalmers W. Henderson DA Roberts Atif Waraich OOD 11 5 0 07 Mar 2022
Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness Farnaz Khun Jush M. Biele P. Dueppenbecker Andreas Maier OOD 22 14 0 01 Feb 2022
Does Proprietary Software Still Offer Protection of Intellectual Property in the Age of Machine Learning? -- A Case Study using Dual Energy CT Data Andreas Maier Seung Hee Yang Farhad Maleki N. Muthukrishnan Reza Forghani 14 1 0 06 Dec 2021
Registration of serial sections: An evaluation method based on distortions of the ground truths Oleg Lobachev Takuya Funatomi Alexander Pfaffenroth R. Förster Lars Knudsen ... T. Salaets J. Toelen Simone Gaffling C. Mühlfeld R. Grothausmann 26 2 0 22 Nov 2020
Automatic CAD-RADS Scoring Using Deep Learning Felix Denzinger M. Wels Katharina Breininger M. A. Gülsün Max Schöbinger F. André S. Buss Johannes Görich M. Sühling Andreas Maier 18 0 0 05 Oct 2020
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task Han-Ching Wu Wenjie Ruan Jiangtao Wang Dingchang Zheng Bei Liu ... Xiangfei Chai Jian Chen Kunwei Li Shaolin Li A. Helal 32 25 0 30 Sep 2020
Will we ever have Conscious Machines? P. Krauss Andreas Maier 38 30 0 31 Mar 2020
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks F. Hatamian Nishant Ravikumar Sulaiman Vesal Felix P. Kemeth M. Struck Andreas Maier 24 32 0 07 Feb 2020
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks Sara Hosseinzadeh Kassani P. H. Kassani M. Wesolowski Kevin A. Schneider Ralph Deters OOD 55 106 0 26 Sep 2019
Learning with Known Operators reduces Maximum Training Error Bounds Andreas Maier Christopher Syben Bernhard Stimpel Tobias Würfl M. Hoffmann Frank Schebesch Weilin Fu L. Mill L. Kling S. Christiansen 30 108 0 03 Jul 2019
PYRO-NN: Python Reconstruction Operators in Neural Networks Christopher Syben Markus Michen Bernhard Stimpel Stephan Seitz Stefan B. Ploner Andreas Maier AI4CE 22 59 0 30 Apr 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 26 585 0 05 Mar 2019
A Guided Spatial Transformer Network for Histology Cell Differentiation Marc Aubreville Maximilian Krappmann C. Bertram R. Klopfleisch Andreas Maier MedIm 30 10 0 26 Jul 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 352 10,639 0 19 Feb 2017