output
20132026
most citedDetecting and interpreting myocardial infarction using fully convolutional neural networks

176 citations

Showing 2018Show all

6 papers · 1 filter

cs.CV2018★ 9 cited

Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks

Nils Gessert, Lukas Wittig, Daniel Drömann +3

Histological evaluation of tissue samples is a typical approach to identify colorectal cancer metastases in the peritoneum. For immediate assessment, reliable and real-time in-vivo…

eess.IV2018★ 2 cited

An Analysis by Synthesis Approach for Automatic Vertebral Shape Identification in Clinical QCT

Stefan Reinhold. Timo Damm, Lukas Huber, Reimer Andresen +3

Quantitative computed tomography (QCT) is a widely used tool for osteoporosis diagnosis and monitoring. The assessment of cortical markers like cortical bone mineral density (BMD)…

cs.CV2018★ 122 cited

Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks

Nils Gessert, Matthias Lutz, Markus Heyder +4

Coronary heart disease is a common cause of death despite being preventable. To treat the underlying plaque deposits in the arterial walls, intravascular optical coherence tomograp…

cs.CY2018★ 176 cited

Detecting and interpreting myocardial infarction using fully convolutional neural networks

Nils Strodthoff, Claas Strodthoff

Objective: We aim to provide an algorithm for the detection of myocardial infarction that operates directly on ECG data without any preprocessing and to investigate its decision cr…

cs.CV2018★ 11 cited

Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture

Nils Gessert, Torben Priegnitz, Thore Saathoff +6

Needle insertion is common during minimally invasive interventions such as biopsy or brachytherapy. During soft tissue needle insertion, forces acting at the needle tip cause tissu…

physics.bio-ph2018★ 11 cited

A parametric model for the changes in the complex valued conductivity of a lung during tidal breathing

Sven Nordebo, Mariana Dalarsson, Davood Khodadad +8

Classical homogenization theory based on the Hashin-Shtrikman coated ellipsoids is used to model the changes in the complex valued conductivity (or admittivity) of a lung during ti…