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List of works by Melanie Ganz

A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs

scientific article published on 3 November 2011

A High-Resolution In Vivo Atlas of the Human Brain's Serotonin System

scientific article (publication date: 4 January 2017)

A sensitivity analysis of preprocessing pipelines: toward a solution for multiverse analyses

scientific article published in January 2025

Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome

scientific article

An Improved Optimization Method for the Relevance Voxel Machine

article published in 2013

Automatic segmentation of polyps in colonoscopic narrow-band imaging data

scientific article

BMD prediction of death is encapsulated by the Morphological Atherosclerosis Calcification Distribution (MACD) index

Bias in context: What to do when complete bias removal is not an option

scientific article published on 30 May 2023

Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter

scientific article

Can the flipped classroom enhance student learning? ⬇️

scientific article published in 2019

Centering inclusivity in the design of online conferences-An OHBM-Open Science perspective

Cerebellar heterogeneity and its impact on PET data quantification of 5-HT receptor radioligands

scientific article

Cerebral serotonin transporter measurements with [11C]DASB: A review on acquisition and preprocessing across 21 PET centres.

scientific article published in January 2018

Changes in Hippocampal Volume, 5-HT4 receptor binding, and Verbal Memory Over the Course of Antidepressant Treatment in Major Depressive Disorder

scientific article published in November 2024

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

scientific article published on 09 August 2018

Crowdsourcing for error detection in cortical surface delineations

scientific article published on 27 June 2016

Deep phenotyping towards precision psychiatry of first-episode depression — the Brain Drugs-Depression cohort

scientific article published on 9 March 2023

Dense iterative contextual pixel classification using Kriging

Different preprocessing strategies lead to different conclusions: A [11C]DASB-PET reproducibility study

scientific article published on 01 October 2019

Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women

scientific article

Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women

scientific article

False positive rates in positron emission tomography (PET) voxelwise analyses

scientific article published on 26 November 2020

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

Generalizability of Treatment Outcome Prediction in Major Depressive Disorder Using Structural MRI: A NeuroPharm Study

scientific article published in October 2022

Growth analysis of individual abdominal atherosclerotic calcified deposits

Growth patterns of abdominal atherosclerotic calcified deposits from lumbar lateral X-rays

scientific article published on 03 March 2010

Guidelines for the content and format of PET brain data in publications and archives: A consensus paper

scientific article published on 16 February 2020

MACD: an imaging marker for cardiovascular disease

Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo

On (assessing) the fairness of risk score models

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

Open and reproducible neuroimaging: from study inception to publication

scientific article published in 2022

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

scientific article published on 01 June 2019

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

Permutation tests for classification: revisited

Pre-intervention test-retest reliability of EEG and ERP over four recording intervals

scientific article published on 22 September 2018

Predicting Treatment Outcome in Major Depressive Disorder Using Serotonin 4 Receptor PET Brain Imaging, Functional MRI, Cognitive-, EEG-Based, and Peripheral Biomarkers: A NeuroPharm Open Label Clinical Trial Protocol ⬇️

scientific article published on 23 July 2020

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

scientific article published on 10 October 2019

Publisher Correction: Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo

scientific article published on 26 July 2024

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

scientific article

Reward processing in major depressive disorder and prediction of treatment response – Neuropharm study

scientific article published in January 2021

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

scientific article

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

The path toward equal performance in medical machine learning

The structure of the serotonin system: A PET imaging study

scientific article published on 07 October 2019

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