Melanie Ganz

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Magnetic Resonance Images

Permutation Tests

Top Venues

Publications

Brice Ozenne, Martin Norgaard, Cyril R. Pernet, Melanie Ganz
A sensitivity analysis to quantify the impact of neuroimaging preprocessing strategies on subsequent statistical analyses. CoRR (2024)
Eike Petersen, Sune Hannibal Holm, Melanie Ganz, Aasa Feragen
The path toward equal performance in medical machine learning. Patterns 4 (7) (2023)
Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen
On (assessing) the fairness of risk score models. FAccT (2023)
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, M. Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, B. 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, P. Morais, M. A. Naser, B. Oliveira, D. Owen, S. Pang, J. Park, S. Park, S. Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, N. Saeed, Adam Shephard, P. 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
Why is the Winner the Best? CVPR (2023)
Eike Petersen, Enzo Ferrante, Melanie Ganz, Aasa Feragen
Are demographically invariant models and representations in medical imaging fair? CoRR (2023)
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 Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias 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, Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.
Why is the winner the best? CoRR (2023)
Eike Petersen, Melanie Ganz, Sune Hannibal Holm, Aasa Feragen
On (assessing) the fairness of risk score models. CoRR (2023)
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
Open and reproducible neuroimaging: From study inception to publication. NeuroImage 263 (2022)
Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection. CoRR (2022)
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, 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.
Biomedical image analysis competitions: The state of current participation practice. CoRR (2022)
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
Psilocybin modulation of time-varying functional connectivity is associated with plasma psilocin and subjective effects. NeuroImage 264 (2022)
Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz
Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer's Disease Detection. MICCAI (1) (2022)
Martin Nørgaard, Vincent Beliveau, Melanie Ganz, Claus Svarer, Lars H. Pinborg, Sune Høgild Keller, Peter S. Jensen, Douglas N. Greve, Gitte Moos Knudsen
receptors. NeuroImage 232 (2021)
Vincent Beliveau, Brice Ozenne, Stephen C. Strother, Douglas N. Greve, Claus Svarer, Gitte Moos Knudsen, Melanie Ganz
The structure of the serotonin system: A PET imaging study. NeuroImage 205 (2020)
Rasmus R. Paulsen, Kristine Aavild Juhl, Thilde Marie Haspang, Thomas F. Hansen, Melanie Ganz, Gudmundur Einarsson
Multi-view consensus CNN for 3D facial landmark placement. CoRR (2019)
Martin Nørgaard, Melanie Ganz, Claus Svarer, Vibe G. Frokjaer, Douglas N. Greve, Stephen C. Strother, Gitte Moos Knudsen
C]DASB PET study. NeuroImage 199 (2019)
Martin Nørgaard, Brice Ozenne, Claus Svarer, Vibe G. Frokjaer, Martin Schain, Stephen C. Strother, Melanie Ganz
Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging. MICCAI (4) (2019)
Rasmus R. Paulsen, Kristine Aavild Juhl, Thilde Marie Haspang, Thomas F. Hansen, Melanie Ganz, Gudmundur Einarsson
Multi-view Consensus CNN for 3D Facial Landmark Placement. ACCV (1) (2018)
Martin Nørgaard, Douglas N. Greve, Claus Svarer, Stephen C. Strother, Gitte Moos Knudsen, Melanie Ganz
The Impact of Preprocessing Pipeline Choice in Univariate and Multivariate Analyses of PET Data. PRNI (2018)
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
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. NeuroImage 183 (2018)
Melanie Ganz, Ender Konukoglu
Permutation tests for classification: revisited. PRNI (2017)
Melanie Ganz, Daniel Kondermann, Jonas Andrulis, Gitte Moos Knudsen, Lena Maier-Hein
Crowdsourcing for error detection in cortical surface delineations. Int. J. Comput. Assist. Radiol. Surg. 12 (1) (2017)
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
F]altanserin. NeuroImage 130 (2016)
Melanie Ganz, Douglas N. Greve, Bruce Fischl, Ender Konukoglu
Relevant feature set estimation with a knock-out strategy and random forests. NeuroImage 122 (2015)
Ender Konukoglu, Melanie Ganz
Approximate False Positive Rate Control in Selection Frequency for Random Forest. CoRR (2014)
Melanie Ganz, Mert R. Sabuncu, Koen Van Leemput
An Improved Optimization Method for the Relevance Voxel Machine. MLMI (2013)
Ender Konukoglu, Melanie Ganz, Koen Van Leemput, Mert R. Sabuncu
On Feature Relevance in Image-Based Prediction Models: An Empirical Study. MLMI (2013)
Melanie Ganz, Xiaoyun Yang, Greg G. Slabaugh
Automatic Segmentation of Polyps in Colonoscopic Narrow-Band Imaging Data. IEEE Trans. Biomed. Eng. 59 (8) (2012)
Melanie Ganz, Marleen de Bruijne, Erik B. Dam, Paola Pettersen, Morten Asser Karsdal, Claus Christiansen, Mads Nielsen
Distribution, Size, and Shape of Abdominal Aortic Calcified Deposits and Their Relationship to Mortality in Postmenopausal Women. Int. J. Biomed. Imaging 2012 (2012)
Kersten Petersen, Melanie Ganz, Peter Mysling, Mads Nielsen, Lene Lillemark, Alessandro Crimi, Sami S. Brandt
A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs. IEEE Trans. Medical Imaging 31 (3) (2012)
Melanie Ganz, Marleen de Bruijne, Mads Nielsen
MACD: an imaging marker for cardiovascular disease. Medical Imaging: Computer-Aided Diagnosis (2010)
Melanie Ganz, Mads Nielsen, Sami S. Brandt
Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos. MLMI (2010)
Melanie Ganz, Marco Loog, Sami S. Brandt, Mads Nielsen
Dense iterative contextual pixel classification using Kriging. CVPR Workshops (2009)