Matthias Bethge

Affiliations

Centre for Integrative Neuroscience (CIN), University of Tübingen, Tübingen, Germany.
Bernstein Centre for Computational Neuroscience, University of Tübingen, Tübingen, Germany.
Institute for Theoretical Physics, University of Tübingen, Tübingen, Germany.
Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine, Houston, TX, USA.

Publications (39)

The temporal structure of the inner retina at a single glance.

Scientific reports

Avec: Zhijian Zhao , David A Klindt , André Maia Chagas , Klaudia P Szatko , Luke Rogerson , Dario A Protti , Christian Behrens , Deniz Dalkara , Timm Schubert , Matthias Bethge , Katrin Franke , Philipp Berens , Alexander S Ecker , Thomas Euler

Five points to check when comparing visual perception in humans and machines.

Journal of vision

Avec: Christina M Funke , Judy Borowski , Karolina Stosio , Wieland Brendel , Thomas S A Wallis , Matthias Bethge

Meaning maps and saliency models based on deep convolutional neural networks are insensitive to image meaning when predicting human fixations.

Cognition

Avec: Marek A Pedziwiatr , Matthias Kümmerer , Thomas S A Wallis , Matthias Bethge , Christoph Teufel

[Determinants of the Wish for Rehabilitation and the Intention to Apply in Persons with Back Pain].

Die Rehabilitation

Avec: Nadine Schmitt , David Fauser , André Golla , Julia-Marie Zimmer , Matthias Bethge , Wilfried Mau

The Current Practice of Gradual Return to Work in Germany: A Qualitative Study Protocol.

International journal of environmental research and public health

Avec: Inga L Schulz , Ralf Stegmann , Uta Wegewitz , Matthias Bethge

Reduced Requests for Medical Rehabilitation Because of the SARS-CoV-2 Pandemic: A Difference-in-Differences Analysis.

Archives of physical medicine and rehabilitation

Avec: Matthias Bethge , David Fauser , Pia Zollmann , Marco Streibelt

A Mega-Ethnography of Qualitative Meta-Syntheses on Return to Work in People with Chronic Health Conditions.

Die Rehabilitation

Avec: Betje Schwarz , Hannes Banaschak , Rebekka Heyme , Ernst von Kardorff , Nancy Reims , Marco Streibelt , Matthias Bethge

Cognitive-behavioral rehabilitation in patients with cardiovascular diseases: a randomized controlled trial (CBR-CARDIO, DRKS00029295).

BMC cardiovascular disorders

Avec: Matthias Bethge , Friederike Thome-Soós , Luka Marko Rašo , Lisa Weier , Dieter Benninghoven

[Work Participation after Multimodal Rehabilitation due to Cancer: Representative Analyses using Routine Data of the German Pension Insurance].

Die Rehabilitation

Avec: David Fauser , Pia Zollmann , Marco Streibelt , Matthias Bethge

Sequences of vocational rehabilitation services in Germany: a cohort study.

BMC health services research

Avec: Annika Sternberg , David Fauser , Hannes Banaschak , Matthias Bethge

Engineering a Less Artificial Intelligence.

Neuron

Avec: Fabian H Sinz , Xaq Pitkow , Jacob Reimer , Matthias Bethge , Andreas S Tolias

[Potentials of the Third German Socio-Medical Panel of Employees (GSPE-III) for Research in the Field of Migration and Rehabilitation: The Example of Utilization of Rehabilitative Care].

Die Rehabilitation

Avec: Patrick Brzoska , Katja Spanier , Matthias Bethge

Associations between overcommitment, effort-reward imbalance and mental health: findings from a longitudinal study.

International archives of occupational and environmental health

Avec: Dorothea Margarete Hinsch , Katja Spanier , Friedrich Michael Radoschewski , Matthias Bethge

Functional Capacity Evaluation in Different Societal Contexts: Results of a Multicountry Study.

Journal of occupational rehabilitation

Avec: Jone Ansuategui Echeita , Matthias Bethge , Berry J van Holland , Douglas P Gross , Jan Kool , Peter Oesch , Maurizio A Trippolini , Elizabeth Chapman , Andy S K Cheng , Robert Sellars , Megan Spavins , Marco Streibelt , Peter van der Wurff , Michiel F Reneman

Learning divisive normalization in primary visual cortex.

PLoS computational biology

Avec: Max F Burg , Santiago A Cadena , George H Denfield , Edgar Y Walker , Andreas S Tolias , Matthias Bethge , Alexander S Ecker

Self-Reported Prognosis of Employability as an Indicator of Need for Rehabilitation: A Cohort Study in People with Back Pain.

Die Rehabilitation

Avec: David Fauser , Julia-Marie Zimmer , André Golla , Nadine Schmitt , Wilfried Mau , Matthias Bethge

Work-related medical rehabilitation in patients with mental disorders: the protocol of a randomized controlled trial (WMR-P, DRKS00023175).

BMC psychiatry

Avec: Miriam Markus , Nina Gabriel , Markus Bassler , Matthias Bethge

There is no evidence that meaning maps capture semantic information relevant to gaze guidance: Reply to Henderson, Hayes, Peacock, and Rehrig (2021).

Cognition

Avec: Marek A Pedziwiatr , Matthias Kümmerer , Thomas S A Wallis , Matthias Bethge , Christoph Teufel

Self-reported work ability predicts health-related exit and absence from work, work participation, and death: longitudinal findings from a sample of German employees.

International archives of occupational and environmental health

Avec: Matthias Bethge , Katja Spanier , Stefanie Köhn , Anna Schlumbohm

Reproducibility of improvements in patient-reported functional ability following functional capacity evaluation.

BMC musculoskeletal disorders

Avec: Martin Schindl , Harald Zipko , Matthias Bethge

An innovative case management intervention for people at high risk of permanent work disability to improve rehabilitation coverage and coordination of health services: a randomized controlled trial (AktiFAME, DRKS00024648).

BMC health services research

Avec: Lea Remus , Marei Grope , Stella Lemke , Matthias Bethge

[Sensitivity and specificity of the PHQ-9 for identifying suicidality in medical rehabilitation].

Die Rehabilitation

Avec: Annika Sternberg , Matthias Bethge , Jona Ober , Lisa Weier , Dieter Benninghoven

Use of a job exposure matrix to predict the risk of work disability in individuals with back pain: An inception cohort study.

Work (Reading, Mass.)

Avec: David Fauser , Julia-Marie Zimmer , Hannes Banaschak , André Golla , Annika Sternberg , Wilfried Mau , Matthias Bethge

Predicting Visual Fixations.

Annual review of vision science

Avec: Matthias Kümmerer , Matthias Bethge

Contextual factors in persistent severe back pain: A longitudinal analysis among German employees.

European journal of pain (London, England)

Avec: Julia-Marie Zimmer , David Fauser , André Golla , Matthias Bethge , Wilfried Mau

Let's move forward: Image-computable models and a common model evaluation scheme are prerequisites for a scientific understanding of human vision.

The Behavioral and brain sciences

Avec: James J DiCarlo , Daniel L K Yamins , Michael E Ferguson , Evelina Fedorenko , Matthias Bethge , Tyler Bonnen , Martin Schrimpf

Diverse task-driven modeling of macaque V4 reveals functional specialization towards semantic tasks.

PLoS computational biology

Avec: Santiago A Cadena , Konstantin F Willeke , Kelli Restivo , George Denfield , Fabian H Sinz , Matthias Bethge , Andreas S Tolias , Alexander S Ecker

Development and implementation of work-related medical rehabilitation in cancer patients using organizational ethnography and action research methodology.

International journal of occupational medicine and environmental health

Avec: Betje Schwarz , Julian Wienert , Matthias Bethge

[Propensity Score Methods to Estimate Treatment Effects: An Opportunity for Rehabilitation Service Research].

Die Rehabilitation

Avec: David Fauser , Matthias Bethge

Image content is more important than Bouma's Law for scene metamers.

eLife

Avec: Thomas Sa Wallis , Christina M Funke , Alexander S Ecker , Leon A Gatys , Felix A Wichmann , Matthias Bethge

Using DeepLabCut for 3D markerless pose estimation across species and behaviors.

Nature protocols

Avec: Tanmay Nath , Alexander Mathis , An Chi Chen , Amir Patel , Matthias Bethge , Mackenzie Weygandt Mathis

Prognostic accuracy of the SIMBO regarding future return-to-work problems in patients with mental and musculoskeletal disorders.

Disability and rehabilitation

Avec: Marco Streibelt , Matthias Bethge

Work-related medical rehabilitation in patients with cancer-Postrehabilitation results from a cluster-randomized multicenter trial.

Cancer

Avec: David Fauser , Julian Wienert , Thomas Beinert , Jan Schmielau , Irene Biester , Hans-Ulrich Krüger , Angelika Presl , Matthias Bethge

Employability and intention to apply for rehabilitation in people with back pain: A cross-sectional cohort study.

Journal of rehabilitation medicine

Avec: David Fauser , Nadine Schmitt , André Golla , Julia-Marie Zimmer , Wilfried Mau , Matthias Bethge

[How do Persons Perceive Rehabilitation Counseling? A Qualitative Study on Experienced Rehabilitation Counseling Implemented by the Federal German Pension Insurance among Persons with Approved Vocational Rehabilitation].

Die Rehabilitation

Avec: Annika Sternberg , Matthias Bethge

Rehabilitation utilization of non-migrant and migrant persons with back pain: A cohort study using different definitions of migrant background.

EClinicalMedicine

Avec: David Fauser , Hannes Banaschak , Julia-Marie Zimmer , André Golla , Nadine Schmitt , Wilfried Mau , Matthias Bethge

A comprehensive diagnostic service to clarify intervention needs when work participation is at risk: study protocol of a randomized controlled trial (GIBI, DRKS00027577).

BMC health services research

Avec: David Fauser , Saskia Dötsch , Claudia Langer , Vera Kleineke , Claudia Kindel , Matthias Bethge

[Recommendations for a Core Curriculum for Master's Degree Programs in Health Services Research].

Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany))

Avec: Nicole Ernstmann , Silke Kuske , Christine Holmberg , Michel Wensing , Bernd Reuschenbach , Andreas Büscher , Edmund Neugebauer , Ute Karbach , Matthias Bethge , Lena Ansmann , Holger Pfaff

Contrasting action and posture coding with hierarchical deep neural network models of proprioception.

eLife

Avec: Kai J Sandbrink , Pranav Mamidanna , Claudio Michaelis , Matthias Bethge , Mackenzie Weygandt Mathis , Alexander Mathis

Réseau de co-auteurs

David Fauser 12 collaborations

André Golla 6 collaborations

Julia-Marie Zimmer 6 collaborations

Wilfried Mau 6 collaborations

Marco Streibelt 5 collaborations

Alexander S Ecker 4 collaborations

Nadine Schmitt 4 collaborations

Hannes Banaschak 4 collaborations

Annika Sternberg 4 collaborations

Thomas S A Wallis 3 collaborations

Matthias Kümmerer 3 collaborations

Andreas S Tolias 3 collaborations

Katja Spanier 3 collaborations

Christina M Funke 2 collaborations

Marek A Pedziwiatr 2 collaborations

Christoph Teufel 2 collaborations

Pia Zollmann 2 collaborations

Betje Schwarz 2 collaborations

Lisa Weier 2 collaborations

Dieter Benninghoven 2 collaborations

Fabian H Sinz 2 collaborations

Santiago A Cadena 2 collaborations

Julian Wienert 2 collaborations

Alexander Mathis 2 collaborations

Mackenzie Weygandt Mathis 2 collaborations

Zhijian Zhao 1 collaboration

David A Klindt 1 collaboration

André Maia Chagas 1 collaboration

Klaudia P Szatko 1 collaboration

Luke Rogerson 1 collaboration

Dario A Protti 1 collaboration

Christian Behrens 1 collaboration

Deniz Dalkara 1 collaboration

Timm Schubert 1 collaboration

Katrin Franke 1 collaboration

Philipp Berens 1 collaboration

Thomas Euler 1 collaboration

Judy Borowski 1 collaboration

Karolina Stosio 1 collaboration

Wieland Brendel 1 collaboration

Inga L Schulz 1 collaboration

Ralf Stegmann 1 collaboration

Uta Wegewitz 1 collaboration

Rebekka Heyme 1 collaboration

Ernst von Kardorff 1 collaboration

Nancy Reims 1 collaboration

Friederike Thome-Soós 1 collaboration

Luka Marko Rašo 1 collaboration

Xaq Pitkow 1 collaboration

Jacob Reimer 1 collaboration

Patrick Brzoska 1 collaboration

Dorothea Margarete Hinsch 1 collaboration

Friedrich Michael Radoschewski 1 collaboration

Jone Ansuategui Echeita 1 collaboration

Berry J van Holland 1 collaboration

Douglas P Gross 1 collaboration

Jan Kool 1 collaboration

Peter Oesch 1 collaboration

Maurizio A Trippolini 1 collaboration

Elizabeth Chapman 1 collaboration

Andy S K Cheng 1 collaboration

Robert Sellars 1 collaboration

Megan Spavins 1 collaboration

Peter van der Wurff 1 collaboration

Michiel F Reneman 1 collaboration

Max F Burg 1 collaboration

George H Denfield 1 collaboration

Edgar Y Walker 1 collaboration

Miriam Markus 1 collaboration

Nina Gabriel 1 collaboration

Markus Bassler 1 collaboration

Stefanie Köhn 1 collaboration

Anna Schlumbohm 1 collaboration

Martin Schindl 1 collaboration

Harald Zipko 1 collaboration

Lea Remus 1 collaboration

Marei Grope 1 collaboration

Stella Lemke 1 collaboration

Jona Ober 1 collaboration

James J DiCarlo 1 collaboration

Daniel L K Yamins 1 collaboration

Michael E Ferguson 1 collaboration

Evelina Fedorenko 1 collaboration

Tyler Bonnen 1 collaboration

Martin Schrimpf 1 collaboration

Konstantin F Willeke 1 collaboration

Kelli Restivo 1 collaboration

George Denfield 1 collaboration

Thomas Sa Wallis 1 collaboration

Leon A Gatys 1 collaboration

Felix A Wichmann 1 collaboration

Tanmay Nath 1 collaboration

An Chi Chen 1 collaboration

Amir Patel 1 collaboration

Thomas Beinert 1 collaboration

Jan Schmielau 1 collaboration

Irene Biester 1 collaboration

Hans-Ulrich Krüger 1 collaboration

Angelika Presl 1 collaboration

Saskia Dötsch 1 collaboration

Claudia Langer 1 collaboration

Vera Kleineke 1 collaboration

Claudia Kindel 1 collaboration

Nicole Ernstmann 1 collaboration

Silke Kuske 1 collaboration

Christine Holmberg 1 collaboration

Michel Wensing 1 collaboration

Bernd Reuschenbach 1 collaboration

Andreas Büscher 1 collaboration

Edmund Neugebauer 1 collaboration

Ute Karbach 1 collaboration

Lena Ansmann 1 collaboration

Holger Pfaff 1 collaboration

Kai J Sandbrink 1 collaboration

Pranav Mamidanna 1 collaboration

Claudio Michaelis 1 collaboration