Search Results - "Lu, Diyuan"

Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation And Augmentation by Lu, Diyuan, Polomac, Nenad, Gacheva, Iskra, Hattingen, Elke, Triesch, Jochen

“…The application of Deep Learning (DL) for medical diagnosis is often hampered by two problems. First, the amount of training data may be scarce, as it is…”
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Energy efficient path planning of autonomous underwater vehicles for environment modeling by Diyuan Lu, Rongxin Cui, Ping Wang

“…In this paper, we propose a path planning method of autonomous underwater vehicles (AUV) for exploring the uncertain environment, which aims to minimize the…”
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Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy by Lu, Diyuan, Triesch, Jochen

“…Epilepsy is the fourth most common neurological disorder, affecting about 1% of the population at all ages. As many as 60% of people with epilepsy experience…”
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Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation and Augmentation by Lu, Diyuan, Polomac, Nenad, Gacheva, Iskra, Hattingen, Elke, Triesch, Jochen

“…The application of Deep Learning (DL) for medical diagnosis is often hampered by two problems. First, the amount of training data may be scarce, as it is…”
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Multiple Instance Learning for Brain Tumor Detection from Magnetic Resonance Spectroscopy Data by Lu, Diyuan, Kurz, Gerhard, Polomac, Nenad, Gacheva, Iskra, Hattingen, Elke, Triesch, Jochen

“…We apply deep learning (DL) on Magnetic resonance spectroscopy (MRS) data for the task of brain tumor detection. Medical applications often suffer from data…”
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Staging Epileptogenesis with Deep Neural Networks by Lu, Diyuan, Bauer, Sebastian, Neubert, Valentin, Costard, Lara Sophie, Rosenow, Felix, Triesch, Jochen

“…Epilepsy is a common neurological disorder characterized by recurrent seizures accompanied by excessive synchronous brain activity. The process of structural…”
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Towards Early Diagnosis of Epilepsy from EEG Data by Lu, Diyuan, Bauer, Sebastian, Neubert, Valentin, Costard, Lara Sophie, Rosenow, Felix, Triesch, Jochen

“…Epilepsy is one of the most common neurological disorders, affecting about 1% of the population at all ages. Detecting the development of epilepsy, i.e.,…”
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A Deep Residual Neural Network Based Framework for Epileptogenesis Detection in a Rodent Model with Single-Channel EEG Recordings by Lu, Diyuan, Bauer, Sebastian, Neubert, Valentin, Costard, Lara Sophie, Rosenow, Felix, Triesch, Jochen

“…Epilepsy is one of the most common neurological disorders affecting patients across all ages. During the progression of the disease, termed epileptogenesis…”
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