02.01.2024

©Joachim Wendler - stock-adobe.com

MCML Researchers With 93 Papers in Highly-Ranked Journals

We are happy to announce that MCML researchers are represented in 2024 with 93 papers in highly-ranked journals. Congrats to our researchers!

G. M. Nguegnang • H. Rauhut • U. Terstiege
Convergence of gradient descent for learning linear neural networks.
Advances in Continuous and Discrete Models 2024.23. Jul. 2024. DOI

J. Rudolph • J. Rueckel • J. Döpfert • W. X. Ling • J. Opalka • C. Brem • N. Hesse • M. Ingenerf • V. Koliogiannis • O. Solyanik • B. F. Hoppe • H. Zimmermann • W. Flatz • R. Forbrig • M. Patzig • B.-S. Rauchmann • R. Perneczky • O. Peters • J. Priller • A. Schneider • K. Fliessbach • A. Hermann • J. Wiltfang • F. Jessen • E. Düzel • K. Buerger • S. Teipel • C. Laske • M. Synofzik • A. Spottke • M. Ewers • P. Dechent • J.-D. Haynes • J. Levin • T. Liebig • J. Ricke • M. Ingrisch • S. Stoecklein
Artificial intelligence–based rapid brain volumetry substantially improves differential diagnosis in dementia.
Alzheimer’s and Dementia 16.e70037. Oct. 2024. DOI

B. Bischl • R. Sonabend • L. Kotthoff • M. Lang
Applied Machine Learning Using mlr3 in R.
American Statistician 79.2. Jan. 2024. DOI

S. Dandl • C. Haslinger • T. Hothorn • H. Seibold • E. Sverdrup • S. Wager • A. Zeileis
What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?
Annals of Applied Statistics 18.1. Mar. 2024. DOI

Q. Li • S. Krapf • L. Mou • Y. Shi • X. Zhu
Deep learning-based framework for city-scale rooftop solar potential estimation by considering roof superstructures.
Applied Energy 374.123839. Nov. 2024. DOI

S. Wiegrebe • P. Kopper • R. Sonabend • B. Bischl • A. Bender
Deep learning for survival analysis: a review.
Artificial Intelligence Review 57.65. Feb. 2024. DOI

M. Ali • M. Kuijs • S. Hediyeh-zadeh • T. Treis • K. Hrovatin • G. Palla • A. C. Schaar • F. J. Theis
GraphCompass: spatial metrics for differential analyses of cell organization across conditions.
Bioinformatics 40.Supplement 1. Jul. 2024. DOI

C. Sauer • S. Hoffmann • T. Ullmann • A.-L. Boulesteix
Explaining the optimistic performance evaluation of newly proposed methods: A cross-design validation experiment.
Biometrical Journal 66.1. Jan. 2024. DOI

J. Gertheiss • D. Rügamer • B. X. Liew • S. Greven
Functional Data Analysis: An Introduction and Recent Developments.
Biometrical Journal 66.7. Oct. 2024. DOI GitHub

M. M. Mandl • A. S. Becker-Pennrich • L. C. Hinske • S. Hoffmann • A.-L. Boulesteix
Addressing researcher degrees of freedom through minP adjustment.
BMC Medical Research Methodology 24.152. Jul. 2024. DOI

D. Schalk • R. Rehms • V. S. Hoffmann • B. Bischl • U. Mansmann
Distributed non-disclosive validation of predictive models by a modified ROC-GLM.
BMC Medical Research Methodology 24.190. Aug. 2024. DOI

F. Coens • N. Knops • I. Tieken • S. Vogelaar • A. Bender • J. J. Kim • K. Krupka • L. Pape • A. Raes • B. Tönshoff • A. Prytula • C. Registry
Time-Varying Determinants of Graft Failure in Pediatric Kidney Transplantation in Europe.
Clinical Journal of the American Society of Nephrology 19.3. Mar. 2024. DOI

A. Solderer • S. P. Hicklin • M. Aßenmacher • A. Ender • P. R. Schmidlin
Influence of an allogenic collagen scaffold on implant sites with thin supracrestal tissue height: a randomized clinical trial.
Clinical Oral Investigations 28.313. May. 2024. DOI

A. Kazemi • A. Rasouli-Saravani • M. Gharib • T. Albuquerque • S. Eslami • P. J. Schüffler
A systematic review of machine learning-based tumor-infiltrating lymphocytes analysis in colorectal cancer: Overview of techniques, performance metrics, and clinical outcomes.
Computers in Biology and Medicine 173. May. 2024. DOI

W. H. Hartl • P. Kopper • L. Xu • L. Heller • M. Mironov • R. Wang • A. G. Day • G. Elke • H. Küchenhoff • A. Bender
Relevance of Protein Intake for Weaning in the Mechanically Ventilated Critically Ill: Analysis of a Large International Database.
Critical Care Medicine 50.3. Mar. 2024. DOI

M. Herrmann • D. Kazempour • F. Scheipl • P. Kröger
Enhancing cluster analysis via topological manifold learning.
Data Mining and Knowledge Discovery 38. Apr. 2024. DOI

C. A. Scholbeck • G. Casalicchio • C. Molnar • B. Bischl • C. Heumann
Marginal Effects for Non-Linear Prediction Functions.
Data Mining and Knowledge Discovery 38. Feb. 2024. DOI

C. Molnar • G. König • B. Bischl • G. Casalicchio
Model-agnostic feature importance and effects with dependent features: a conditional subgroup approach.
Data Mining and Knowledge Discovery 38. Sep. 2024. DOI

A. Beyerlein • K. Katz • H. Küchenhoff • W. Hartl
Long-Term Changes in Vaccination Protection Against Severe Courses of COVID-19 by Non-adapted MRNA-Based Vaccines.
Deutsches Ärzteblatt 121.24. Nov. 2024. DOI

M. Maritsch • S. Föll • V. Lehmann • N. Styger • C. Bérubé • M. Kraus • S. Feuerriegel • T. Kowatsch • T. Züger • E. Fleisch • F. Wortmann • C. Stettler
Smartwatches for non-invasive hypoglycaemia detection during cognitive and psychomotor stress.
Diabetes, Obesity and Metabolism 26.3. Mar. 2024. DOI

T. Li • K. Heidler • L. Mou • Á. Ignéczi • X. Zhu • J. L. Bamber
A high-resolution calving front data product for marine-terminating glaciers in Svalbard.
Earth System Science Data 16.2. Feb. 2024. DOI

Y. Li • T. Herold • U. Mansmann • R. Hornung
Does combining numerous data types in multi-omics data improve or hinder performance in survival prediction? Insights from a large-scale benchmark study.
Earth System Science Data 24.244. Sep. 2024. DOI

K. Jeblick • B. Schachtner • J. Dexl • A. Mittermeier • A. T. Stüber • J. Topalis • T. Weber • P. Wesp • B. O. Sabel • J. Ricke • M. Ingrisch
ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports.
European Radiology 34. May. 2024. DOI

B. X. W. Liew • D. Rügamer • A. V. Birn-Jeffery
Neuromechanical stabilisation of the centre of mass during running.
Gait and Posture 108. Feb. 2024. DOI

Y. N. Böck • H. Boche • F. H. P. Fitzek • G. Kutyniok
Computing-Model and Computing-Hardware Selection for ICT Under Societal and Judicial Constraints.
IEEE Access 12. Dec. 2024. DOI

A. Mallol-Ragolta • B. W. Schuller
Coupling Sentiment and Arousal Analysis Towards an Affective Dialogue Manager.
IEEE Access 12. Feb. 2024. DOI

J. Xie • Y. Shi • D. Ni • M. Milling • S. Liu • J. Zhang • K. Qian • B. W. Schuller
Automatic Bird Sound Source Separation Based on Passive Acoustic Devices in Wild Environment.
IEEE Internet of Things Journal 11.9. Jan. 2024. DOI

W. Qiu • Y. Feng • Y. Li • Y. Chang • K. Qian • B. Hu • Y. Yamamoto • B. W. Schuller
Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection.
IEEE Journal of Biomedical and Health Informatics 28.9. Jul. 2024. DOI

F. Fan • Y. Shi • X. Zhu
Land Cover Classification From Sentinel-2 Images With Quantum-Classical Convolutional Neural Networks.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17. Jul. 2024. DOI

N. Saberi • M. H. Shaker • C. R. Duguay • K. A. Scott • E. Hüllermeier
Uncertainty Estimation of Lake Ice Cover Maps From a Random Forest Classifier Using MODIS TOA Reflectance Data.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18. Dec. 2024. DOI

Y. Wang • H. Hernández Hernández • C. M. Albrecht • X. Zhu
Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18. Nov. 2024. DOI

J. Naumann • B. Xu • S. Leutenegger • X. Zuo
NeRF-VO: Real-Time Sparse Visual Odometry With Neural Radiance Fields.
IEEE Robotics and Automation Letters 9.8. Aug. 2024. DOI

Q. Sun • A. Akman • X. Jing • M. Milling • B. W. Schuller
Audio-based Kinship Verification Using Age Domain Conversion.
IEEE Signal Processing Letters 32. Dec. 2024. DOI

M. M. Amin • R. Mao • E. Cambria • B. W. Schuller
A Wide Evaluation of ChatGPT on Affective Computing Tasks.
IEEE Transactions on Affective Computing 15.4. Oct. 2024. DOI

W. Qiu • C. Quan • L. Zhu • Y. Yu • Z. Wang • Y. Ma • M. Sun • Y. Chang • K. Qian • B. Hu • Y. Yamamoto • B. W. Schuller
Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework.
IEEE Transactions on Biomedical Engineering 71.10. May. 2024. DOI

T. Yang • J. Maly • S. Dirksen • G. Caire
Plug-In Channel Estimation With Dithered Quantized Signals in Spatially Non-Stationary Massive MIMO Systems.
IEEE Transactions on Communications 72.1. Jan. 2024. DOI

L. Shen • H. Zhang • C. Zhu • R. Li • K. Qian • W. Meng • F. Tian • B. Hu • B. W. Schuller • Y. Yamamoto
A First Look at Generative Artificial Intelligence Based Music Therapy for Mental Disorders.
IEEE Transactions on Consumer Electronics Early Access. Dec. 2024. DOI

K. Qian • Y. Wang • P. Jung • Y. Shi • X. Zhu
HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion.
IEEE Transactions on Geoscience and Remote Sensing 62. Apr. 2024. DOI

K. Heidler • I. Nitze • G. Grosse • X. Zhu
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic.
IEEE Transactions on Geoscience and Remote Sensing 62. Aug. 2024. DOI

Y. Xie • X. Yuan • X. Zhu • J. Tian
Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models.
IEEE Transactions on Geoscience and Remote Sensing 62. Feb. 2024. DOI

F. Zhang • Y. Shi • Z. Xiong • X. Zhu
Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects.
IEEE Transactions on Geoscience and Remote Sensing 62. Jan. 2024. DOI GitHub

Z. Xiong • S. Chen • Y. Shi • X. Zhu
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation.
IEEE Transactions on Geoscience and Remote Sensing 62. Jul. 2024. DOI GitHub

W. Yu • X. Zhang • S. Das • X. Zhu • P. Ghamisi
MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification.
IEEE Transactions on Geoscience and Remote Sensing 62. Jul. 2024. DOI GitHub

Q. Li • L. Mou • Y. Sun • Y. Hua • Y. Shi • X. Zhu
A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes.
IEEE Transactions on Geoscience and Remote Sensing 62. Mar. 2024. DOI

Z. Yuan • L. Mou • Y. Hua • X. Zhu
RRSIS: Referring Remote Sensing Image Segmentation.
IEEE Transactions on Geoscience and Remote Sensing 62. Mar. 2024. DOI GitHub

Y. Yang • X. Sun • J. Dong • K.-M. Lam • X. Zhu
Attention-ConvNet Network for Ocean-Front Prediction via Remote Sensing SST Images.
IEEE Transactions on Geoscience and Remote Sensing 62. Nov. 2024. DOI GitHub

W. Yu • X. Zhang • R. Gloaguen • X. Zhu • P. Ghamisi
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery.
IEEE Transactions on Geoscience and Remote Sensing 62. Nov. 2024. DOI

Y. Wang • C. M. Albrecht • X. Zhu
Multilabel-Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining.
IEEE Transactions on Geoscience and Remote Sensing 62. Oct. 2024. DOI GitHub

Y. Lee • H. Boche • G. Kutyniok
Computability of Optimizers.
IEEE Transactions on Information Theory 70.4. Apr. 2024. DOI

M. F. Azampour • K. Mach • E. Fatemizadeh • B. Demiray • K. Westenfelder • K. Steiger • M. Eiber • T. Wendler • B. Kainz • N. Navab
Multitask Weakly Supervised Generative Network for MR-US Registration.
IEEE Transactions on Medical Imaging 43.11. Nov. 2024. DOI

L. Kreitner • J. C. Paetzold • N. Rauch • C. Chen • A. M. Hagag • A. E. Fayed • S. Sivaprasad • S. Rausch • J. Weichsel • B. H. Menze • M. Harders • B. Knier • D. Rückert • M. J. Menten
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations.
IEEE Transactions on Medical Imaging 43.6. Jan. 2024. DOI

W. Jiang • M. Windl • B. Tag • Z. Sarsenbayeva • S. Mayer
An Immersive and Interactive VR Dataset to Elicit Emotions.
IEEE Transactions on Visualization and Computer Graphics 30.11. Sep. 2024. DOI

M. Brunner • M. Innerberger • A. Miraçi • D. Praetorius • J. Streitberger • P. Heid
Adaptive FEM with quasi-optimal overall cost for nonsymmetric linear elliptic PDEs.
IMA Journal of Numerical Analysis 44.3. May. 2024. DOI

S. Doda • M. Kahl • K. Ouan • I. Obadic • Y. Wang • H. Taubenböck • X. Zhu
Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data.
International Journal of Applied Earth Observation and Geoinformation 128. Apr. 2024. DOI

S. Heid • J. Hanselle • J. Fürnkranz • E. Hüllermeier
Learning decision catalogues for situated decision making: The case of scoring systems.
International Journal of Approximate Reasoning 171. Aug. 2024. DOI

P. Wesp • B. Schachtner • K. Jeblick • J. Topalis • M. Weber • F. Fischer • R. Penning • J. Ricke • M. Ingrisch • B. O. Sabel
Radiological age assessment based on clavicle ossification in CT: enhanced accuracy through deep learning.
International Journal of Legal Medicine. Jan. 2024. DOI

J. Guo • D. Hong • Z. Liu • X. Zhu
Continent-wide urban tree canopy fine-scale mapping and coverage assessment in South America with high-resolution satellite images.
ISPRS Journal of Photogrammetry and Remote Sensing 212. Jun. 2024. DOI

W. Huang • Y. Shi • Z. Xiong • X. Zhu
Decouple and weight semi-supervised semantic segmentation of remote sensing images.
ISPRS Journal of Photogrammetry and Remote Sensing 212. Jun. 2024. DOI GitHub

F. Xu • Y. • W. Yang • G.-S. Xia • X. Zhu
CloudSeg: A multi-modal learning framework for robust land cover mapping under cloudy conditions.
ISPRS Journal of Photogrammetry and Remote Sensing 214. Aug. 2024. DOI GitHub

Z. Chen • Y. Shi • L. Nan • Z. Xiong • X. Zhu
PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds.
ISPRS Journal of Photogrammetry and Remote Sensing 218.A. Dec. 2024. DOI GitHub

H. Weerts • F. Pfisterer • M. Feurer • K. Eggensperger • E. Bergman • N. Awad • J. Vanschoren • M. Pechenizkiy • B. Bischl • F. Hutter
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML.
Journal of Artificial Intelligence Research 79. Feb. 2024. DOI

B. X. Liew • F. Pfisterer • D. Rügamer • X. Zhai
Strategies to optimise machine learning classification performance when using biomechanical features.
Journal of Biomechanics 165. Mar. 2024. DOI

P. Gijsbers • M. L. P. Bueno • S. Coors • E. LeDell • S. Poirier • J. Thomas • B. Bischl • J. Vanschoren
AMLB: an AutoML Benchmark.
Journal of Machine Learning Research 25.101. Feb. 2024. URL

J. Herbinger • M. N. Wright • T. Nagler • B. Bischl • G. Casalicchio
Decomposing Global Feature Effects Based on Feature Interactions.
Journal of Machine Learning Research 25.381. Dec. 2024. URL

L. Kook • P. F. M. Baumann • O. Dürr • B. Sick • D. Rügamer
Estimating Conditional Distributions with Neural Networks Using R Package deeptrafo.
Journal of Statistical Software 111.10. Dec. 2024. DOI

N. Sturma • M. Drton • D. Leung
Testing many constraints in possibly irregular models using incomplete U-statistics.
Journal of the Royal Statistical Society. Series B (Statistical Methodology) 86.4. Mar. 2024. DOI

F. Ott • L. Heublein • D. Rügamer • B. Bischl • C. Mutschler
Fusing structure from motion and simulation-augmented pose regression from optical flow for challenging indoor environments.
Journal of Visual Communication and Image Representation 103. Aug. 2024. DOI

J. Guo • D. Hong • X. Zhu
High-resolution satellite images reveal the prevalent positive indirect impact of urbanization on urban tree canopy coverage in South America.
Landscape and Urban Planning 247. Apr. 2024. DOI

A. Lohrer • D. Kazempour • M. Hünemörder • P. Kröger
CoMadOut—a robust outlier detection algorithm based on CoMAD.
Machine Learning 113. May. 2024. DOI

F. Bongratz • A.-M. Rickmann • C. Wachinger
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI.
Medical Image Analysis 93. Jan. 2024. DOI

E. Eulig • B. Ommer • M. Kachelrieß
Benchmarking deep learning-based low-dose CT image denoising algorithms.
Medical Physics 51. Sep. 2024. DOI

R. Wicklein • L. Kreitner • A. Wild • L. Aly • D. Rückert • B. Hemmer • T. Korn • M. J. Menten • B. Knier
Retinal small vessel pathology is associated with disease burden in multiple sclerosis.
Multiple Sclerosis Journal 30.7. Jun. 2024. DOI

B. Clarke • E. Holtkamp • H. Öztürk • M. Mück • M. Wahlberg • K. Meyer • F. Munzlinger • F. Brechtmann • F. R. Hölzlwimmer • J. Lindner • Z. Chen • J. Gagneur • O. Stegle
Integration of variant annotations using deep set networks boosts rare variant association testing.
Nature Genetics 56. Sep. 2024. DOI

S. Feuerriegel • D. Frauen • V. Melnychuk • J. Schweisthal • K. Heß • A. Curth • S. Bauer • N. Kilbertus • I. S. Kohane • M. van der Schaar
Causal machine learning for predicting treatment outcomes.
Nature Medicine 30. Apr. 2024. DOI

A. Szałata • K. Hrovatin • S. Becker • A. Tejada-Lapuerta • H. Cui • B. Wang • F. J. Theis
Transformers in single-cell omics: a review and new perspectives.
Nature Methods 21. Aug. 2024. DOI

L. B. Kuemmerle • M. D. Luecken • A. B. Firsova • L. Barros de Andrade e Sousa • L. Straßer • I. I. Mekki • F. Campi • L. Heumos • M. Shulman • V. Beliaeva • S. Hediyeh-Zadeh • A. C. Schaar • K. T. Mahbubani • A. Sountoulidis • T. Balassa • F. Kovacs • P. Horvath • M. Piraud • A. Ertürk • C. Samakovlis • F. J. Theis
Probe set selection for targeted spatial transcriptomics.
Nature Methods 21. Dec. 2024. DOI

A. Gayoso • P. Weiler • M. Lotfollahi • D. Klein • J. Hong • A. Streets • F. J. Theis • N. Yosef
Deep generative modeling of transcriptional dynamics for RNA velocity analysis in single cells.
Nature Methods 21. Jan. 2024. DOI

D. Zhu • Q. Khan • D. Cremers
Multi-vehicle trajectory prediction and control at intersections using state and intention information.
Neurocomputing 574. Jan. 2024. DOI GitHub

H. J. Coyle-Asbil • L. Burk • M. Brandes • B. Brandes • C. Buck • M. N. Wright • L. A. Vallis
Energy Expenditure Prediction in Preschool Children: A Machine Learning Approach Using Accelerometry and External Validation.
Physiological Measurement 45.9. Sep. 2024. DOI

M. M. Mandl • S. Hoffmann • S. Bieringer • A. E. Jacob • M. Kraft • S. Lemster • A.-L. Boulesteix
Raising awareness of uncertain choices in empirical data analysis: A teaching concept toward replicable research practices.
PLOS Computational Biology 20.3. Mar. 2024. DOI

B. S. Siepe • F. Bartoš • T. P. Morris • A.-L. Boulesteix • D. W. Heck • S. Pawel
Simulation Studies for Methodological Research in Psychology: A Standardized Template for Planning, Preregistration, and Reporting.
Psychological Methods Advance online publication. Jan. 2024. DOI

R. Klaar • M. Rabe • A. T. Stüber • S. Hering • S. Corradini • C. Eze • S. Marschner • C. Belka • G. Landry • J. Dinkel • C. Kurz
MRI-based ventilation and perfusion imaging to predict radiation-induced pneumonitis in lung tumor patients at a 0.35T MR-Linac.
Radiotherapy and Oncology. Aug. 2024. DOI

J. Eudaric • H. Kreibich • A. Camero • K. R. Shahi • S. Martinis • X. Zhu
A satellite imagery-driven framework for rapid resource allocation in flood scenarios to enhance loss and damage fund effectiveness.
Scientific Reports 14.19290. Aug. 2024. DOI

J. Senoner • S. Schallmoser • B. Kratzwald • S. Feuerriegel • T. Netland
Explainable AI improves task performance in human–AI collaboration.
Scientific Reports 14.31150. Dec. 2024. DOI

M. Fornasier • T. Klock • K. Riedl
Consensus-Based Optimization Methods Converge Globally.
SIAM Journal on Optimization 34.3. Jul. 2024. DOI

S. Dandl • A. Bender • T. Hothorn
Heterogeneous treatment effect estimation for observational data using model-based forests.
Statistical Methods in Medical Research 33.3. Mar. 2024. DOI

D. Schalk • B. Bischl • D. Rügamer
Privacy-Preserving and Lossless Distributed Estimation of High-Dimensional Generalized Additive Mixed Models.
Statistics and Computing 34.31. Feb. 2024. DOI

Z. S. Dunias • B. Van Calster • D. Timmerman • A.-L. Boulesteix • M. van Smeden
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study.
Statistics in Medicine. Jan. 2024. DOI

A. C. Erdur • D. Rusche • D. Scholz • J. Kiechle • S. Fischer • Ó. Llorián-Salvador • J. A. Buchner • M. Q. Nguyen • L. Etzel • J. Weidner • M.-C. Metz • B. Wiestler • J. A. Schnabel • D. Rückert • S. E. Combs • J. C. Peeken
Deep learning for autosegmentation for radiotherapy treatment planning: State-of-the-art and novel perspectives.
Strahlentherapie und Onkologie 201. Aug. 2024. DOI GitHub

F. Poszler • B. Lange
The impact of intelligent decision-support systems on humans' ethical decision-making: A systematic literature review and an integrated framework.
Technological Forecasting and Social Change 204.123403. Jul. 2024. DOI

G. S. Collins • K. G. M. Moons • P. Dhiman • R. D. Riley • A. L. Beam • B. Van Calster • M. Ghassemi • X. Liu • J. B. Reitsma • M. van Smeden • A.-L. Boulesteix • J. C. Camaradou • L. A. Celi • S. Denaxas • A. K. Denniston • B. Glocker • R. M. Golub • H. Harvey • G. Heinze • M. M. Hoffman • A. P. Kengne • E. Lam • N. Lee • E. W. Loder • L. Maier-Hein • B. A. Mateen • M. D. McCradden • L. Oakden-Rayner • J. Ordish • R. Parnell • S. Rose • K. Singh • L. Wynants • P. Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods.
The BMJ 385.e078378. Apr. 2024. DOI

C. Janke • R. Rubio-Acero • M. Weigert • C. Reinkemeyer • Y. Khazaei • L. Kleinlein • R. Le Gleut • K. Radon • M. Hannes • F. Picasso • A. E. Lucke • M. Plank • I. C. Kotta • I. Paunovic • A. Zhelyazkova • I. Noreña • S. Winter • M. Hoelscher • A. Wieser • H. Küchenhoff • N. Castelletti • o. b. o. t. ORCHESTRA Working Group
Understanding the Omicron Variant Impact in Healthcare Workers: Insights from the Prospective COVID-19 Post-Immunization Serological Cohort in Munich (KoCo-Impf) on Risk Factors for Breakthrough and Reinfections.
Viruses 16.10. Sep. 2024. DOI

Q. Xu • Y. Shi • J. Bamber • C. Ouyang • X. Zhu
Large-scale flood modeling and forecasting with FloodCast.
Water Research 264. Oct. 2024. DOI