Melanie Ganz

According to our database, Melanie Ganz authored at least 29 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The path toward equal performance in medical machine learning.

Eike Petersen, Sune Hannibal Holm, Melanie Ganz, Aasa Feragen

Patterns, July, 2023

Are demographically invariant models and representations in medical imaging fair?

Eike Petersen, Enzo Ferrante, Melanie Ganz, Aasa Feragen

CoRR, 2023

Why is the winner the best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.

CoRR, 2023

On (assessing) the fairness of risk score models.

Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Why is the Winner the Best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, S. Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Psilocybin modulation of time-varying functional connectivity is associated with plasma psilocin and subjective effects.

Anders S. Olsen, Anders Lykkebo-Valløe, Brice Ozenne, Martin K. Madsen, Dea S. Stenbæk, Sophia Armand, Morten Mørup, Melanie Ganz, Gitte Moos Knudsen, Patrick M. Fisher

NeuroImage, 2022

Open and reproducible neuroimaging: From study inception to publication.

Guiomar Niso, Rotem Botvinik-Nezer, Stefan Appelhoff, Alejandro de la Vega, Oscar Esteban, Joset A. Etzel, Karolina Finc, Melanie Ganz, Remi Gau, Yaroslav O. Halchenko, Peer Herholz, Agah Karakuzu, David B. Keator, Christopher J. Markiewicz, Camille Maumet, Cyril R. Pernet, Franco Pestilli, Nazek Queder, Tina Schmitt, Weronika Sójka, Adina S. Wagner, Kirstie J. Whitaker, Jochem W. Rieger

NeuroImage, 2022

Biomedical image analysis competitions: The state of current participation practice.

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Patrick Godau, Veronika Cheplygina, Michal Kozubek, Sharib Ali, Anubha Gupta, Jan Kybic, J. Alison Noble, Carlos Ortiz-de-Solórzano, Samiksha Pachade, Caroline Petitjean, Daniel Sage, Donglai Wei, Elizabeth Wilden, Deepak Alapatt, Vincent Andrearczyk, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Vivek Singh Bawa, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Jinwook Choi, Olivier Commowick, Marie Daum, Adrien Depeursinge, Reuben Dorent, Jan Egger, Hannah Eichhorn, Sandy Engelhardt, Melanie Ganz, Gabriel Girard, Lasse Hansen, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Hyunjeong Kim, Bennett A. Landman, Hongwei Bran Li, Jianning Li, Jun Ma, Anne L. Martel, et al.

CoRR, 2022

Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer's Disease Detection.

Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABA_A receptors.

Martin Nørgaard, Vincent Beliveau, Melanie Ganz, Claus Svarer, Lars H. Pinborg, Sune Høgild Keller, Peter S. Jensen, Douglas N. Greve, Gitte Moos Knudsen

NeuroImage, 2021

2020

The structure of the serotonin system: A PET imaging study.

Vincent Beliveau, Brice Ozenne, Stephen C. Strother, Douglas N. Greve, Claus Svarer, Gitte Moos Knudsen, Melanie Ganz

NeuroImage, 2020

2019

Optimization of preprocessing strategies in Positron Emission Tomography (PET) neuroimaging: A [¹¹C]DASB PET study.

Martin Nørgaard, Melanie Ganz, Claus Svarer, Vibe G. Frokjaer, Douglas N. Greve, Stephen C. Strother, Gitte Moos Knudsen

NeuroImage, 2019

Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging.

Martin Nørgaard, Brice Ozenne, Claus Svarer, Vibe G. Frokjaer, Martin Schain, Stephen C. Strother, Melanie Ganz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images.

Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz, Vincent Beliveau, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé, José V. Manjón, Vladimir S. Fonov, D. Louis Collins, Sarah H. Ying, Chiadi U. Onyike, Jerry L. Prince

NeuroImage, 2018

The Impact of Preprocessing Pipeline Choice in Univariate and Multivariate Analyses of PET Data.

Martin Nørgaard, Douglas N. Greve, Claus Svarer, Stephen C. Strother, Gitte Moos Knudsen, Melanie Ganz

Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Multi-view Consensus CNN for 3D Facial Landmark Placement.

Rasmus R. Paulsen, Kristine Aavild Juhl, Thilde Marie Haspang, Thomas Folkmann Hansen, Melanie Ganz, Gudmundur Einarsson

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Crowdsourcing for error detection in cortical surface delineations.

Melanie Ganz, Daniel Kondermann, Jonas Andrulis, Gitte Moos Knudsen, Lena Maier-Hein

Int. J. Comput. Assist. Radiol. Surg., 2017

Permutation tests for classification: revisited.

Melanie Ganz, Ender Konukoglu

Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging, 2017

2016

Serotonin 2A receptor agonist binding in the human brain with [¹¹C]Cimbi-36: Test-retest reproducibility and head-to-head comparison with the antagonist [¹⁸F]altanserin.

Anders Ettrup, Claus Svarer, Brenda McMahon, Sofi da Cunha-Bang, Szabolcs Lehel, Kirsten Møller, Agnete Dyssegaard, Melanie Ganz, Vincent Beliveau, Louise Møller, Nic Gillings, Gitte Moos Knudsen

NeuroImage, 2016

2015

Relevant feature set estimation with a knock-out strategy and random forests.

Melanie Ganz, Douglas N. Greve, Bruce Fischl, Ender Konukoglu

NeuroImage, 2015

2014

Approximate False Positive Rate Control in Selection Frequency for Random Forest.

Ender Konukoglu, Melanie Ganz

CoRR, 2014

2013

On Feature Relevance in Image-Based Prediction Models: An Empirical Study.

Ender Konukoglu, Melanie Ganz, Koen Van Leemput, Mert R. Sabuncu

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

An Improved Optimization Method for the Relevance Voxel Machine.

Melanie Ganz, Mert R. Sabuncu, Koen Van Leemput

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

2012

A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs.

Kersten Petersen, Melanie Ganz, Peter Mysling, Mads Nielsen, Lene Lillemark, Alessandro Crimi, Sami S. Brandt

IEEE Trans. Medical Imaging, 2012

Automatic Segmentation of Polyps in Colonoscopic Narrow-Band Imaging Data.

Melanie Ganz, Xiaoyun Yang, Greg G. Slabaugh

IEEE Trans. Biomed. Eng., 2012

Distribution, Size, and Shape of Abdominal Aortic Calcified Deposits and Their Relationship to Mortality in Postmenopausal Women.

Melanie Ganz, Marleen de Bruijne, Erik B. Dam, Paola Pettersen, Morten Asser Karsdal, Claus Christiansen, Mads Nielsen

Int. J. Biomed. Imaging, 2012

2010

Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos.

Melanie Ganz, Mads Nielsen, Sami S. Brandt

Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

MACD: an imaging marker for cardiovascular disease.

Melanie Ganz, Marleen de Bruijne, Mads Nielsen

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

2009

Dense iterative contextual pixel classification using Kriging.

Melanie Ganz, Marco Loog, Sami S. Brandt, Mads Nielsen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009