H
Henning Müller
Researcher at University of Applied Sciences Western Switzerland
Publications - 564
Citations - 18705
Henning Müller is an academic researcher from University of Applied Sciences Western Switzerland. The author has contributed to research in topics: Image retrieval & Visual Word. The author has an hindex of 61, co-authored 532 publications receiving 15234 citations. Previous affiliations of Henning Müller include École Polytechnique Fédérale de Lausanne & Geneva College.
Papers
More filters
Journal ArticleDOI
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
Alex Zwanenburg,Alex Zwanenburg,Martin Vallières,Mahmoud A. Abdalah,Hugo J.W.L. Aerts,Hugo J.W.L. Aerts,Vincent Andrearczyk,Aditya Apte,Saeed Ashrafinia,Spyridon Bakas,Roelof J. Beukinga,Ronald Boellaard,Marta Bogowicz,Luca Boldrini,Irène Buvat,Gary Cook,Christos Davatzikos,Adrien Depeursinge,Marie-Charlotte Desseroit,Nicola Dinapoli,Cuong V. Dinh,Sebastian Echegaray,Issam El Naqa,Issam El Naqa,Andriy Fedorov,Roberto Gatta,Robert J. Gillies,Vicky Goh,Michael Götz,Matthias Guckenberger,Sung Min Ha,Mathieu Hatt,Fabian Isensee,Philippe Lambin,Stefan Leger,Stefan Leger,Ralph T.H. Leijenaar,Jacopo Lenkowicz,Fiona Lippert,Are Losnegård,Klaus H. Maier-Hein,Olivier Morin,Henning Müller,Sandy Napel,Christophe Nioche,Fanny Orlhac,Sarthak Pati,Elisabeth Pfaehler,Arman Rahmim,Arman Rahmim,Arvind Rao,Jonas Scherer,Muhammad Siddique,Nanna M. Sijtsema,Jairo Socarras Fernandez,Emiliano Spezi,Roel J H M Steenbakkers,Stephanie Tanadini-Lang,Daniela Thorwarth,Esther G.C. Troost,Esther G.C. Troost,Taman Upadhaya,Vincenzo Valentini,Lisanne V. van Dijk,Joost J. M. van Griethuysen,Floris H. P. van Velden,Philip Whybra,Christian Richter,Christian Richter,Steffen Löck,Steffen Löck +70 more
TL;DR: A set of 169 radiomics features was standardized, which enabled verification and calibration of different radiomics software and could be excellently reproduced.
Journal ArticleDOI
A review of content-based image retrieval systems in medical applications—clinical benefits and future directions
TL;DR: The goal is not, in general, to replace text-based retrieval methods as they exist at the moment but to complement them with visual search tools.
Journal ArticleDOI
Performance evaluation in content-based image retrieval: overview and proposals
TL;DR: The advantages and shortcomings of the performance measures currently used in CBIR are discussed and proposals for a standard test suite similar to that used in IR at the annual Text REtrieval Conference (TREC), are presented.
Journal ArticleDOI
Electromyography data for non-invasive naturally-controlled robotic hand prostheses
Manfredo Atzori,Arjan Gijsberts,Claudio Castellini,Barbara Caputo,Anne-Gabrielle Mittaz Hager,Simone Elsig,Giorgio Giatsidis,Franco Bassetto,Henning Müller +8 more
TL;DR: This work aims to close this gap by allowing worldwide research groups to develop and test movement recognition and force control algorithms on a benchmark scientific database, with the final goal of developing non-invasive, naturally controlled, robotic hand prostheses.
Journal ArticleDOI
Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands
TL;DR: The results show that convolutional neural networks with a very simple architecture can produce accurate results comparable to the average classical classification methods, and show that several factors can be fundamental for the analysis of sEMG data.