Rüdiger Schmitz

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All published works
Action Title Year Authors
+ Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge 2023 Aneeq Zia
Kiran Bhattacharyya
Xi Liu
Max Berniker
Ziheng Wang
Rogerio Garcia Nespolo
Satoshi Kondo
Satoshi Kasai
Kousuke Hirasawa
Бо Лю
+ Segmenting Medical Instruments in Minimally Invasive Surgeries using AttentionMask 2022 Christian Wilms
Alexander Michael Gerlach
Rüdiger Schmitz
Simone Frintrop
+ Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture 2021 Rüdiger Schmitz
Frederic Madesta
Maximilian Nielsen
Jenny Krause
Stefan Steurer
René Werner
Thomas Rösch
+ PDF Chat Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting 2019 Nils Gessert
Thilo Sentker
Frederic Madesta
Rüdiger Schmitz
Helge Kniep
Ivo M. Baltruschat
René Werner
Alexander Schlaefer
+ Modeling Growth of Tumors and Their Spreading Behavior Using Mathematical Functions 2018 Bertin Hoffmann
Thorsten Frenzel
Rüdiger Schmitz
Udo Schumacher
Gero Wedemann
+ Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting 2018 Nils Gessert
Thilo Sentker
Frederic Madesta
Rüdiger Schmitz
Helge Kniep
Ivo M. Baltruschat
René Werner
Alexander Schlaefer
+ PDF Chat Radiotherapy and chemotherapy change vessel tree geometry and metastatic spread in a small cell lung cancer xenograft mouse tumor model 2017 Thorsten Frenzel
Bertin Hoffmann
Rüdiger Schmitz
Anja Bethge
Udo Schumacher
Gero Wedemann
+ PDF Chat Quantum breathing dynamics of ultracold bosons in one-dimensional harmonic traps: Unraveling the pathway from few- to many-body systems 2013 Rüdiger Schmitz
Sven Krönke
Lushuai Cao
Peter Schmelcher
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat A survey on deep learning in medical image analysis 2017 Geert Litjens
Thijs Kooi
Babak Ehteshami Bejnordi
Arnaud Arindra Adiyoso Setio
Francesco Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
Clara I. Sá‎nchez
3
+ PDF Chat Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC) 2018 Noel Codella
David Gutman
M. Emre Celebi
Brian Helba
Michael A. Marchetti
Stephen W. Dusza
Aadi Kalloo
Konstantinos Liopyris
Nabin K. Mishra
Harald Kittler
2
+ Fractal Characteristics of Tumor Vascular Architecture During Tumor Growth and Regression 1997 Yuval Gazit
James W. Baish
Nina Safabakhsh
Michael Leunig
Laurence T. Baxter
Rakesh K. Jain
2
+ PDF Chat Rethinking the Inception Architecture for Computer Vision 2016 Christian Szegedy
Vincent Vanhoucke
Sergey Ioffe
Jon Shlens
Zbigniew Wojna
2
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
2
+ PDF Chat Aggregated Residual Transformations for Deep Neural Networks 2017 Saining Xie
Ross Girshick
Piotr Dollár
Zhuowen Tu
Kaiming He
2
+ Simulation of metastatic progression using a computer model including chemotherapy and radiation therapy 2015 Anja Bethge
Udo Schumacher
Gero Wedemann
2
+ PDF Chat Squeeze-and-Excitation Networks 2019 Jie Hu
Li Shen
Samuel Albanie
Gang Sun
Enhua Wu
2
+ A Dynamical Model for the Growth and Size Distribution of Multiple Metastatic Tumors 2000 Koichi Iwata
K. Kawasaki
Nanako Shigesada
2
+ PDF Chat The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions 2018 Philipp Tschandl
Cliff Rosendahl
Harald Kittler
2
+ Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation 2016 Konstantinos Kamnitsas
Christian Ledig
Virginia Newcombe
Joanna Simpson
Andrew D. Kane
David Menon
Daniel Rueckert
Ben Glocker
2
+ PDF Chat Are Metastases from Metastases Clinical Relevant? Computer Modelling of Cancer Spread in a Case of Hepatocellular Carcinoma 2012 Anja Bethge
Udo Schumacher
Andreas Wree
Gero Wedemann
2
+ PDF Chat ImageNet Large Scale Visual Recognition Challenge 2015 Olga Russakovsky
Jia Deng
Hao Su
Jonathan Krause
Sanjeev Satheesh
Sean Ma
Zhiheng Huang
Andrej Karpathy
Aditya Khosla
Michael S. Bernstein
2
+ PDF Chat Proof of Bose-Einstein Condensation for Dilute Trapped Gases 2002 Élliott H. Lieb
Robert Seiringer
1
+ PDF Chat Exciting Collective Oscillations in a Trapped 1D Gas 2003 Henning Moritz
Thilo Stöferle
Michael Köhl
Tilman Esslinger
1
+ PDF Chat Classical Mathematical Models for Description and Prediction of Experimental Tumor Growth 2014 Sébastien Benzekry
Clare Lamont
Afshin Beheshti
Amanda Tracz
John M.L. Ebos
Lynn Hlatky
Philip Hahnfeldt
1
+ PDF Chat Rigorous Derivation of the Gross-Pitaevskii Equation 2007 László Erdős
Benjamin Schlein
Horng‐Tzer Yau
1
+ PDF Chat Multiconfigurational time-dependent Hartree method for bosons: Many-body dynamics of bosonic systems 2008 Ofir E. Alon
Alexej I. Streltsov
L. S. Cederbaum
1
+ Combining Gompertzian growth and cell population dynamics 2003 F. Kozusko
Željko Bajzer
1
+ PDF Chat Pinning quantum phase transition for a Luttinger liquid of strongly interacting bosons 2010 Elmar Haller
Russell Hart
Manfred J. Mark
Johann G. Danzl
Lukas Reichsöllner
Mattias Gustavsson
Marcello Dalmonte
Guido Pupillo
Hanns‐Christoph Nägerl
1
+ PDF Chat Quantum breathing mode of trapped bosons and fermions at arbitrary coupling 2009 Szymon Bauch
Karsten Balzer
Christian Henning
M. Bönitz
1
+ PDF Chat Stochastic projected Gross-Pitaevskii equation 2012 S. J. Rooney
P. B. Blakie
A. S. Bradley
1
+ PDF Chat Collective Excitations of a Trapped Bose-Condensed Gas 1996 S. Stringari
1
+ PDF Chat Few-Boson Dynamics in Double Wells: From Single-Atom to Correlated Pair Tunneling 2008 Sascha Zöllner
Hans‐Dieter Meyer
Peter Schmelcher
1
+ PDF Chat Quantum breathing mode of interacting particles in a one-dimensional harmonic trap 2012 Jan Willem Abraham
Karsten Balzer
David Hochstuhl
M. Bönitz
1
+ PDF Chat Controlled excitation and resonant acceleration of ultracold few-boson systems by driven interactions in a harmonic trap 2012 Ioannis Brouzos
Peter Schmelcher
1
+ Parameter Estimation in a Gompertzian Stochastic Model for Tumor Growth 2000 Luigi Ferrante
Stefano Bompadre
L Possati
L. Leone
1
+ Tumor development under angiogenic signaling: a dynamical theory of tumor growth, treatment response, and postvascular dormancy. 1999 Philip Hahnfeldt
Dipak Panigrahy
Judah Folkman
Lynn Hlatky
1
+ PDF Chat A Stochastic and State Space Model for Tumour Growth and Applications 2008 Wai‐Yuan Tan
Weiming Ke
Glenn F. Webb
1
+ Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation 2014 Kyunghyun Cho
Bart van Merriënboer
Çaǧlar Gülçehre
Dzmitry Bahdanau
Fethi Bougares
Holger Schwenk
Yoshua Bengio
1
+ Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning 2016 Hoo-Chang Shin
Holger R. Roth
Mingchen Gao
Le Lü
Ziyue Xu
Isabella Nogues
Jianhua Yao
Daniel J. Mollura
Ronald M. Summers
1
+ TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems 2016 Martı́n Abadi
Ashish Agarwal
Paul Barham
Eugene Brevdo
Zhifeng Chen
Craig Citro
Gregory S. Corrado
Andy Davis
Jay B. Dean
Matthieu Devin
1
+ PDF Chat Identity Mappings in Deep Residual Networks 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
1
+ PDF Chat Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? 2016 Nima Tajbakhsh
Jae Y. Shin
Suryakanth R. Gurudu
R. Todd Hurst
Christopher B. Kendall
Michael B. Gotway
Jianming Liang
1
+ Fully Convolutional Networks for Semantic Segmentation 2016 Evan Shelhamer
Jonathan Long
Trevor Darrell
1
+ Computer Simulation of the Metastatic Progression 2013 Gero Wedemann
Anja Bethge
Volker Haustein
Udo Schumacher
1
+ PDF Chat DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 2017 Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Murphy
Alan Yuille
1
+ Detecting Cancer Metastases on Gigapixel Pathology Images 2017 Yun Liu
Krishna Gadepalli
Mohammad Norouzi
George E. Dahl
Timo Kohlberger
Subhashini Venugopalan
Aleksey S Boyko
Aleksei Timofeev
Philip Q. Nelson
G. Corrado
1
+ RECOD Titans at ISIC Challenge 2017 2017 Afonso Menegola
Julia Tavares
Michel Fornaciali
Lin Tzy Li
Sandra Avila
Eduardo Valle
1
+ PDF Chat Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images 2017 Babak Ehteshami Bejnordi
Guido Zuidhof
Maschenka Balkenhol
Meyke Hermsen
Peter Bult
Bram van Ginneken
Nico Karssemeijer
Geert Litjens
Jeroen van der Laak
1
+ Rethinking Atrous Convolution for Semantic Image Segmentation 2017 Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
1
+ Dual Path Networks 2017 Yunpeng Chen
Jianan Li
Huaxin Xiao
Xiaojie Jin
Shuicheng Yan
Jiashi Feng
1
+ PDF Chat Squeeze-and-Excitation Networks 2018 Jie Hu
Li Shen
Gang Sun
1
+ PDF Chat Radiotherapy and chemotherapy change vessel tree geometry and metastatic spread in a small cell lung cancer xenograft mouse tumor model 2017 Thorsten Frenzel
Bertin Hoffmann
Rüdiger Schmitz
Anja Bethge
Udo Schumacher
Gero Wedemann
1
+ Attention U-Net: Learning Where to Look for the Pancreas 2018 Ozan Oktay
Jo Schlemper
Loïc Le Folgoc
Matthew C. H. Lee
Mattias P. Heinrich‬
Kazunari Misawa
Kensaku Mori
Steven McDonagh
Nils Hammerla
Bernhard Kainz
1
+ Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images 2018 Sachin Mehta
Ezgi Mercan
Jamen Bartlett
Donald Weave
Joann G. Elmore
Linda G. Shapiro
1
+ PDF Chat Multi-resolution Networks for Semantic Segmentation in Whole Slide Images 2018 Feng Gu
Nikolay Burlutskiy
Mats Andersson
Lena Kajland Wilén
1
+ PDF Chat Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard 2019 Wouter Bulten
Péter Bándi
Jeffrey Hoven
Rob van de Loo
Johannes Lotz
Nick Weiss
Jeroen van der Laak
Bram van Ginneken
Christina Hulsbergen‐van de Kaa
Geert Litjens
1
+ BACH: Grand challenge on breast cancer histology images 2019 Guilherme Aresta
Teresa Araújo
Scotty Kwok
Sai Saketh Chennamsetty
Mohammed Safwan
Varghese Alex
Bahram Marami
Marcel Prastawa
Monica S. M. Chan
Michael Donovan
1
+ Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting 2018 Nils Gessert
Thilo Sentker
Frederic Madesta
Rüdiger Schmitz
Helge Kniep
Ivo M. Baltruschat
René Werner
Alexander Schlaefer
1