Dense iterative contextual pixel classification using Kriging. - Melanie Ganz; Marco Loog; Sami S. Brandt; Mads Nielsen (CVPR Workshops, 2009)

MACD: an imaging marker for cardiovascular disease. - Melanie Ganz; Marleen de Bruijne; Mads Nielsen (Computer-Aided Diagnosis, 2010)

Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos. - Melanie Ganz; Mads Nielsen; Sami S. Brandt (MLMI, 2010)

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)

Automatic Segmentation of Polyps in Colonoscopic Narrow-Band Imaging Data. - Melanie Ganz; Xiaoyun Yang; Greg G. Slabaugh (IEEE Trans. Biomed. Eng., 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)

An Improved Optimization Method for the Relevance Voxel Machine. - Melanie Ganz; Mert R. Sabuncu; Koen Van Leemput (MLMI, 2013)

On Feature Relevance in Image-Based Prediction Models: An Empirical Study. - Ender Konukoglu; Melanie Ganz; Koen Van Leemput; Mert R. Sabuncu (MLMI, 2013)

Approximate False Positive Rate Control in Selection Frequency for Random Forest. - Ender Konukoglu; Melanie Ganz (CoRR, 2014)

Relevant feature set estimation with a knock-out strategy and random forests. - Melanie Ganz; Douglas N. Greve; Bruce Fischl; Ender Konukoglu (NeuroImage, 2015)

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)

Permutation tests for classification: revisited. - Melanie Ganz; Ender Konukoglu (PRNI, 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)

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 (ACCV (1), 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 (PRNI, 2018)

Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. - Aaron Carass; Jennifer L. Cuzzocreo; Shuo Han 001; Carlos R. Hernandez-Castillo; Paul E. Rasser; Melanie Ganz; Vincent Beliveau; Jose Dolz; Ismail Ben Ayed; Christian Desrosiers; Benjamin Thyreau; José E. Romero; et al. (NeuroImage, 2018)

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 (MICCAI (4), 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)

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)

A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA 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)

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 (MICCAI (1), 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 001; Sharib Ali; Anubha Gupta; Jan Kybic; et al. (CoRR, 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; Rémi Gau; Yaroslav O. Halchenko; Peer Herholz; Agah Karakuzu; et al. (NeuroImage, 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)

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; et al. (CVPR, 2023)

On (assessing) the fairness of risk score models. - Eike Petersen; Melanie Ganz; Sune Hannibal Holm; Aasa Feragen (FAccT, 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; et al. (CoRR, 2023)

Are demographically invariant models and representations in medical imaging fair? - Eike Petersen; Enzo Ferrante; Melanie Ganz; Aasa Feragen (CoRR, 2023)

The path toward equal performance in medical machine learning. - Eike Petersen; Sune Hannibal Holm; Melanie Ganz; Aasa Feragen (Patterns, 2023)

bids-specification. - Aaron Oliver-Taylor; Adam Li; Adam G. Thomas; Adeen Flinker; Adina S. Wagner; Agah Karakuzu; Aki Nikolaidis; Alberto Lazari; Alejandro de la Vega; Alessio Giacomel; Alexander Rockhill; Alexander Jones; et al. (Zenodo, 2023)

NeuroMark PET: Replicable positron emission tomography ICA templates for florbetapir and florbetaben radioligands. - Cyrus Eierud; Zening Fu; Helen Petropoulos; Anastasia Bohsali; Armin Iraji; Melanie Ganz; Cyril R. Pernet; Vince D. Calhoun (EMBC, 2024)

A sensitivity analysis to quantify the impact of neuroimaging preprocessing strategies on subsequent statistical analyses. - Brice Ozenne; Martin Nørgaard; Cyril R. Pernet; Melanie Ganz (CoRR, 2024)

Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language. - Vincent Beliveau; Helene Kaas; Martin Prener; Claes N. Ladefoged; Desmond Elliott; Gitte Moos Knudsen; Lars H. Pinborg; Melanie Ganz (CoRR, 2024)

PET2BIDS: a library for converting Positron Emission Tomography data to BIDS. - Anthony Galassi; Martin Nørgaard; Adam G. Thomas; Gabriel Gonzalez-Escamilla; Claus Svarer; Chris Rorden; Granville J. Matheson; Gitte Moos Knudsen; Robert B. Innis; Melanie Ganz; Cyrus Eierud; Murat Bilgel; et al. (J. Open Source Softw., 2024)

The Brain Imaging Data Structure (BIDS) Specification. - Aaron Oliver-Taylor; Adam Li; Adam G. Thomas; Adeen Flinker; Adina S. Wagner; Agah Karakuzu; Aki Nikolaidis; Alberto Lazari; Alejandro de la Vega; Alessio Giacomel; Alexander Rockhill; Alexander Jones; et al. (Zenodo, 2024)

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. - Amelia Jiménez-Sánchez; Natalia Rozalia Avlona; Sarah de Boer; Víctor M. Campello; Aasa Feragen; Enzo Ferrante; Melanie Ganz; Judy Wawira Gichoya; Camila González; Steff Groefsema; Alessa Hering; Adam Hulman; et al. (FAccT, 2025)

HQColon: A Hybrid Interactive Machine Learning Pipeline for High Quality Colon Labeling and Segmentation. - Martina Finocchiaro; Ronja Stern; Abraham George Smith; Jens Petersen; Kenny Erleben; Melanie Ganz (CoRR, 2025)