Search Results - "Müller, Henning"

Comparison of six electromyography acquisition setups on hand movement classification tasks by Pizzolato, Stefano, Tagliapietra, Luca, Cognolato, Matteo, Reggiani, Monica, Müller, Henning, Atzori, Manfredo

“…Hand prostheses controlled by surface electromyography are promising due to the non-invasive approach and the control capabilities offered by machine learning…”
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Characterization of a Benchmark Database for Myoelectric Movement Classification by Atzori, Manfredo, Gijsberts, Arjan, Kuzborskij, Ilja, Elsig, Simone, Mittaz Hager, Anne-Gabrielle, Deriaz, Olivier, Castellini, Claudio, Muller, Henning, Caputo, Barbara

“…In this paper, we characterize the Ninapro database and its use as a benchmark for hand prosthesis evaluation. The database is a publicly available resource…”
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Electromyography data for non-invasive naturally-controlled robotic hand prostheses by Atzori, Manfredo, Gijsberts, Arjan, Castellini, Claudio, Caputo, Barbara, Hager, Anne-Gabrielle Mittaz, Elsig, Simone, Giatsidis, Giorgio, Bassetto, Franco, Müller, Henning

“…Recent advances in rehabilitation robotics suggest that it may be possible for hand-amputated subjects to recover at least a significant part of the lost hand…”
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The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping by Zwanenburg, Alex, Vallières, Martin, Abdalah, Mahmoud A, Aerts, Hugo J W L, Andrearczyk, Vincent, Apte, Aditya, Ashrafinia, Saeed, Bakas, Spyridon, Beukinga, Roelof J, Boellaard, Ronald, Bogowicz, Marta, Boldrini, Luca, Buvat, Irène, Cook, Gary J R, Davatzikos, Christos, Depeursinge, Adrien, Desseroit, Marie-Charlotte, Dinapoli, Nicola, Dinh, Cuong Viet, Echegaray, Sebastian, El Naqa, Issam, Fedorov, Andriy Y, Gatta, Roberto, Gillies, Robert J, Goh, Vicky, Götz, Michael, Guckenberger, Matthias, Ha, Sung Min, Hatt, Mathieu, Isensee, Fabian, Lambin, Philippe, Leger, Stefan, Leijenaar, Ralph T H, Lenkowicz, Jacopo, Lippert, Fiona, Losnegård, Are, Maier-Hein, Klaus H, Morin, Olivier, Müller, Henning, Napel, Sandy, Nioche, Christophe, Orlhac, Fanny, Pati, Sarthak, Pfaehler, Elisabeth A G, Rahmim, Arman, Rao, Arvind U K, Scherer, Jonas, Siddique, Muhammad Musib, Sijtsema, Nanna M, Socarras Fernandez, Jairo, Spezi, Emiliano, Steenbakkers, Roel J H M, Tanadini-Lang, Stephanie, Thorwarth, Daniela, Troost, Esther G C, Upadhaya, Taman, Valentini, Vincenzo, van Dijk, Lisanne V, van Griethuysen, Joost, van Velden, Floris H P, Whybra, Philip, Richter, Christian, Löck, Steffen

“…Background Radiomic features may quantify characteristics present in medical imaging. However, the lack of standardized definitions and validated reference…”
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Control Capabilities of Myoelectric Robotic Prostheses by Hand Amputees: A Scientific Research and Market Overview by Atzori, Manfredo, Müller, Henning

“…Hand amputation can dramatically affect the capabilities of a person. Cortical reorganization occurs in the brain, but the motor and somatosensorial cortex can…”
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Assessing radiomics feature stability with simulated CT acquisitions by Flouris, Kyriakos, Jimenez-del-Toro, Oscar, Aberle, Christoph, Bach, Michael, Schaer, Roger, Obmann, Markus M., Stieltjes, Bram, Müller, Henning, Depeursinge, Adrien, Konukoglu, Ender

“…Medical imaging quantitative features had once disputable usefulness in clinical studies. Nowadays, advancements in analysis techniques, for instance through…”
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Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities by Depeursinge, Adrien, Foncubierta-Rodriguez, Antonio, Van De Ville, Dimitri, Müller, Henning

“…[Display omitted] •A systematic literature survey on 3D texture analysis in biomedical imaging is proposed.•The taxonomy of 3D texture analysis is formally…”
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Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session Data by Pale, Una, Atzori, Manfredo, Müller, Henning, Scano, Alessandro

“…Muscle synergy analysis is an approach to understand the neurophysiological mechanisms behind the hypothesized ability of the Central Nervous System (CNS) to…”
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CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII by Kocak, Burak, Baessler, Bettina, Bakas, Spyridon, Cuocolo, Renato, Fedorov, Andrey, Maier-Hein, Lena, Mercaldo, Nathaniel, Müller, Henning, Orlhac, Fanny, Pinto dos Santos, Daniel, Stanzione, Arnaldo, Ugga, Lorenzo, Zwanenburg, Alex

“…Even though radiomics can hold great potential for supporting clinical decision-making, its current use is mostly limited to academic research, without…”
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BIAS: Transparent reporting of biomedical image analysis challenges by Maier-Hein, Lena, Reinke, Annika, Kozubek, Michal, Martel, Anne L., Arbel, Tal, Eisenmann, Matthias, Hanbury, Allan, Jannin, Pierre, Müller, Henning, Onogur, Sinan, Saez-Rodriguez, Julio, van Ginneken, Bram, Kopp-Schneider, Annette, Landman, Bennett A.

“…•First guideline for reporting biomedical image analysis challenges.•Includes checklist for authors and reviewers. The BIAS statement aims to improve the…”
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Why rankings of biomedical image analysis competitions should be interpreted with care by Maier-Hein, Lena, Eisenmann, Matthias, Reinke, Annika, Onogur, Sinan, Stankovic, Marko, Scholz, Patrick, Arbel, Tal, Bogunovic, Hrvoje, Bradley, Andrew P., Carass, Aaron, Feldmann, Carolin, Frangi, Alejandro F., Full, Peter M., van Ginneken, Bram, Hanbury, Allan, Honauer, Katrin, Kozubek, Michal, Landman, Bennett A., März, Keno, Maier, Oskar, Maier-Hein, Klaus, Menze, Bjoern H., Müller, Henning, Neher, Peter F., Niessen, Wiro, Rajpoot, Nasir, Sharp, Gregory C., Sirinukunwattana, Korsuk, Speidel, Stefanie, Stock, Christian, Stoyanov, Danail, Taha, Abdel Aziz, van der Sommen, Fons, Wang, Ching-Wei, Weber, Marc-André, Zheng, Guoyan, Jannin, Pierre, Kopp-Schneider, Annette

“…International challenges have become the standard for validation of biomedical image analysis methods. Given their scientific impact, it is surprising that a…”
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Head-mounted eye gaze tracking devices: An overview of modern devices and recent advances by Cognolato, Matteo, Atzori, Manfredo, Müller, Henning

“…An increasing number of wearable devices performing eye gaze tracking have been released in recent years. Such devices can lead to unprecedented opportunities…”
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Repeatability of grasp recognition for robotic hand prosthesis control based on sEMG data by Palermo, Francesca, Cognolato, Matteo, Gijsberts, Arjan, Muller, Henning, Caputo, Barbara, Atzori, Manfredo

“…Control methods based on sEMG obtained promising results for hand prosthetics. Control system robustness is still often inadequate and does not allow the…”
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Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness by Cherezov, Dmitry, Goldgof, Dmitry, Hall, Lawrence, Gillies, Robert, Schabath, Matthew, Müller, Henning, Depeursinge, Adrien

“…We propose an approach for characterizing structural heterogeneity of lung cancer nodules using Computed Tomography Texture Analysis (CTTA). Measures of…”
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A quantitative taxonomy of human hand grasps by Stival, Francesca, Michieletto, Stefano, Cognolato, Matteo, Pagello, Enrico, Müller, Henning, Atzori, Manfredo

“…A proper modeling of human grasping and of hand movements is fundamental for robotics, prosthetics, physiology and rehabilitation. The taxonomies of hand…”
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A large calibrated database of hand movements and grasps kinematics by Jarque-Bou, Néstor J., Atzori, Manfredo, Müller, Henning

“…Modelling hand kinematics is a challenging problem, crucial for several domains including robotics, 3D modelling, rehabilitation medicine and neuroscience…”
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Kinematic synergies of hand grasps: a comprehensive study on a large publicly available dataset by Jarque-Bou, Néstor J, Scano, Alessandro, Atzori, Manfredo, Müller, Henning

“…Hand grasp patterns require complex coordination. The reduction of the kinematic dimensionality is a key process to study the patterns underlying hand usage…”
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Questioning Domain Adaptation in Myoelectric Hand Prostheses Control: An Inter- and Intra-Subject Study by Marano, Giulio, Brambilla, Cristina, Mira, Robert Mihai, Scano, Alessandro, Müller, Henning, Atzori, Manfredo

“…One major challenge limiting the use of dexterous robotic hand prostheses controlled via electromyography and pattern recognition relates to the important…”
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Lattice Boltzmann method for antiplane shear deformation: non-lattice-conforming boundary conditions by Schlüter, Alexander, Müller, Henning, Müller, Ralf

“…In this work, two different approaches to treat boundary conditions in a lattice Boltzmann method (LBM) for the wave equation are presented. We interpret the…”
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Staining Invariant Features for Improving Generalization of Deep Convolutional Neural Networks in Computational Pathology by Otálora, Sebastian, Atzori, Manfredo, Andrearczyk, Vincent, Khan, Amjad, Müller, Henning

“…One of the main obstacles for the implementation of deep convolutional neural networks (DCNNs) in the clinical pathology workflow is their low capability to…”
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