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Anzahl der Publikationen: 38
Zeitschriftenartikel
Kern, Christoph 
ORCID: https://orcid.org/0000-0001-7363-4299; Kim, Michael P. und Zhou, Angela
(Oktober 2024):
Multi-accurate CATE is robust to unknown covariate shifts.
In: Transactions on Machine Learning Research : TMLR [Forthcoming]
ORCID: https://orcid.org/0000-0001-7363-4299; Kim, Michael P. und Zhou, Angela
(Oktober 2024):
Multi-accurate CATE is robust to unknown covariate shifts.
In: Transactions on Machine Learning Research : TMLR [Forthcoming]
Collins, John und Kern, Christoph ORCID: https://orcid.org/0000-0001-7363-4299
(August 2024):
Longitudinal nonresponse prediction with time series machine learning.
In: Journal of Survey Statistics and Methodology : JSSAM [Forthcoming]
ORCID: https://orcid.org/0000-0001-7363-4299
(August 2024):
Longitudinal nonresponse prediction with time series machine learning.
In: Journal of Survey Statistics and Methodology : JSSAM [Forthcoming]
Fischer-Abaigar, Unai; Kern, Christoph ORCID: https://orcid.org/0000-0001-7363-4299; Barda, Noam und Kreuter, Frauke ORCID: https://orcid.org/0000-0002-7339-2645
(2024):
Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector.
In: Government Information Quarterly, Bd. 41, Nr. 4, 101976: S. 1-22
ORCID: https://orcid.org/0000-0001-7363-4299; Barda, Noam und Kreuter, Frauke ORCID: https://orcid.org/0000-0002-7339-2645
(2024):
Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector.
In: Government Information Quarterly, Bd. 41, Nr. 4, 101976: S. 1-22
Kern, Christoph; Gerdon, Frederic; Bach, Ruben L.; Keusch, Florian und Kreuter, Frauke
(2022):
Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.
In: Patterns, Bd. 3, Nr. 10, 100591
Boudriot, Emanuel; Schworm, Benedikt; Slapakova, Lenka; Hanken, Katharina; Jäger, Iris; Stephan, Marius; Gabriel, Vanessa; Ioannou, Georgios; Melcher, Julian; Hasanaj, Genc; Campana, Mattia; Moussiopoulou, Joanna; Löhrs, Lisa; Hasan, Alkomiet; Falkai, Peter; Pogarell, Oliver; Priglinger, Siegfried; Keeser, Daniel; Kern, Christoph; Wagner, Elias und Raabe, Florian J.
(2022):
Optical coherence tomography reveals retinal thinning in schizophrenia spectrum disorders.
In: European Archives of Psychiatry and Clinical Neuroscience
[PDF, 2MB]
Buhl, Lara; Thurau, Stephan und Kern, Christoph
(2022):
Fluocinolone acetonide 0.19-mg implant for the treatment of noninfectious uveitis with involvement of the posterior segment: a real-world study.
In: Graefes Archive for Clinical and Experimental Ophthalmology, Bd. 261, Nr. 4: S. 1101-1108
[PDF, 792kB]
Gerdon, Frederic; Bach, Ruben L.; Kern, Christoph und Kreuter, Frauke
(2022):
Social impacts of algorithmic decision-making: A research agenda for the social sciences.
In: Big Data & Society, Bd. 9, Nr. 1
Averesch, Nils J. H.; Shunk, Graham K. und Kern, Christoph
(2022):
Cultivation of the Dematiaceous Fungus Cladosporium sphaerospermum Aboard the International Space Station and Effects of Ionizing Radiation.
In: Frontiers in Microbiology, Bd. 13, 877625
Kuppler, Matthias; Kern, Christoph; Bach, Ruben L. und Kreuter, Frauke
(2022):
From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making.
In: Frontiers in Sociology, Bd. 7, 883999
Kim, Michael P.; Kern, Christoph; Goldwasser, Shafi; Kreuter, Frauke und Reingold, Omer
(2022):
Universal adaptability: Target-independent inference that competes with propensity scoring.
In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 119, Nr. 4, e2108097119
Badillo-Goicoechea, Elena; Chang, Ting-Hsuan; Kim, Esther; LaRocca, Sarah; Morris, Katherine; Deng, Xiaoyi; Chiu, Samantha; Bradford, Adrianne; Garcia, Andres; Kern, Christoph; Cobb, Curtiss; Kreuter, Frauke und Stuart, Elizabeth A.
(2021):
Global trends and predictors of face mask usage during the COVID-19 pandemic.
In: Springer Nature Public Health, Bd. 21, Nr. 1, 2099
Kern, Christoph; Koenig, Andre; Fu, Dun Jack; Schworm, Benedikt; Wolf, Armin; Priglinger, Siegfried und Kortuem, Karsten U.
(2021):
Big data simulations for capacity improvement in a general ophthalmology clinic.
In: Graefes Archive for Clinical and Experimental Ophthalmology, Bd. 259, Nr. 5: S. 1289-1296
Freissinger, Sigrid; Vounotrypidis, Efstathios; Stetzer, Eva; Bayer, Iris; Shajari, Mehdi; Kreutzer, Thomas; Keidel, Leonie; Kern, Christoph; Priglinger, Siegfried und Wolf, Armin
(2021):
Visual outcome after rhegmatogenous retinal detachment repair surgery in patients with multifocal vs monofocal intraocular lenses.
In: Journal of Cataract and Refractive Surgery, Bd. 47, Nr. 12: S. 1561-1567
Kern, Christoph; König, André; Fu, Dun Jack; Schworm, Benedikt; Wolf, Armin; Priglinger, Siegfried und Kortüm, Karsten U.
(2021):
Big data simulations for capacity improvement in a general ophthalmology clinic.
In: Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie
[PDF, 818kB]
Kern, Christoph ORCID: https://orcid.org/0000-0002-9699-9255; Schiefelbein, Johannes; Fu, Dun Jack; Schworm, Benedikt; Sim, Dawn; Herold, Tina; Priglinger, Siegfried und Kortuem, Karsten ORCID: https://orcid.org/0000-0001-9442-0708
(2020):
Two Year Visual Acuity and Structural Outcomes in Patients with Diabetic Macular Oedema Treated with Intravitreal Aflibercept - A Retrospective Cohort Study.
In: Clinical Ophthalmology, Bd. 14: S. 533-541
[PDF, 710kB]
ORCID: https://orcid.org/0000-0002-9699-9255; Schiefelbein, Johannes; Fu, Dun Jack; Schworm, Benedikt; Sim, Dawn; Herold, Tina; Priglinger, Siegfried und Kortuem, Karsten ORCID: https://orcid.org/0000-0001-9442-0708
(2020):
Two Year Visual Acuity and Structural Outcomes in Patients with Diabetic Macular Oedema Treated with Intravitreal Aflibercept - A Retrospective Cohort Study.
In: Clinical Ophthalmology, Bd. 14: S. 533-541
[PDF, 710kB]
Schworm, Benedikt; Luft, Nikolaus; Keidel, Leonie F.; Hagenau, Felix; Kern, Christoph; Herold, Tina; Kortüm, Karsten U.; Priglinger, Siegfried G. und Siedlecki, Jakob
(2020):
Response of neovascular central serous chorioretinopathy to an extended upload of anti-VEGF agents.
In: Graefe's Archive for Clinical and Experimental Ophthalmology, Bd. 258: S. 1013-1021
[PDF, 761kB]
Kern, Christoph; Fu, Dun Jack; Kortuem, Karsten; Huemer, Josef; Barker, David; Davis, Alison; Balaskas, Konstantinos; Keane, Pearse A.; McKinnon, Tom und Sim, Dawn A.
(2020):
Implementation of a cloud-based referral platform in ophthalmology: making telemedicine services a reality in eye care.
In: British Journal of Ophthalmology, Bd. 104, Nr. 3: S. 312-317
[PDF, 733kB]
Kern, Christoph; Fu, Dun Jack; Huemer, Josef; Faes, Livia; Wagner, Siegfried K.; Kortuem, Karsten; Patel, Praveen J.; Rajendram, Ranjan; Balaskas, Konstantinos; Hamilton, Robin; Sim, Dawn A. und Keane, Pearse A.
(2020):
An open-source data set of anti-VEGF therapy in diabetic macular oedema patients over 4 years and their visual acuity outcomes.
In: Eye, Bd. 35, Nr. 5: S. 1354-1364
Faes, Livia; Fu, Dun Jack; Huemer, Josef; Kern, Christoph; Wagner, Siegfried K.; Fasolo, Sandro; Hamilton, Robin; Egan, Catherine; Balaskas, Konstantinos; Keane, Pearse A.; Bachmann, Lucas M. und Sim, Dawn A.
(2020):
A virtual-clinic pathway for patients referred from a national diabetes eye screening programme reduces service demands whilst maintaining quality of care.
In: Eye, Bd. 35, Nr. 8: S. 2260-2269
Kern, Christoph; Priglinger, Siegfried und Mackert, Marc J.
(2020):
Trübung der Intraokularlinse nach kombinierter Katarakt- und minimal-invasiver Glaukomchirurgie (MIGS).
In: Ophthalmologe, Bd. 118, Nr. 7: S. 724-727
Kern, Christoph und Kortüm, Karsten
(2020):
Netzhautsprechstunde im Jahr 2030. Ein Ausblick in die Zukunft.
In: Ophthalmologe, Bd. 117, Nr. 10: S. 993-998
Fu, Dun Jack; Keenan, Tiarnan D.; Faes, Livia; Lim, Ernest; Wagner, Siegfried K.; Moraes, Gabriella; Huemer, Josef; Kern, Christoph; Patel, Praveen J.; Balaskas, Konstantinos; Sim, Dawn A.; Bunce, Catey; Stratton, Irene und Keane, Pearse A.
(2020):
Insights From Survival Analyses During 12 Years of Anti-Vascular Endothelial Growth Factor Therapy for Neovascular Age-Related Macular Degeneration.
In: Jama Ophthalmology, Bd. 139, Nr. 1: S. 57-67
Schiefelbein, Johannes; Müller, Michael; Kern, Christoph; Herold, Tina; Liegl, Raffael; Fasler, Katrin; Jeliazkova, Diana; Priglinger, Siegfried und Kortüm, Karsten Ulrich
(2020):
Gender-related differences in patients treated with intravitreal anti-vascular endothelial growth factor medication for diabetic macular oedema.
In: European Journal of Ophthalmology, Bd. 30, Nr. 6: S. 1410-1417
Liu, Xiaoxuan; Faes, Livia; Kale, Aditya U.; Wagner, Siegfried K.; Fu, Dun Jack; Bruynseels, Alice; Mahendiran, Thushika; Moraes, Gabriella; Shamdas, Mohith; Kern, Christoph; Ledsam, Joseph R.; Schmid, Martin K.; Balaskas, Konstantinos; Topol, Eric J.; Bachmann, Lucas M.; Keane, Pearse A. und Denniston, Alastair K.
(2019):
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis.
In: Lancet Digital Health, Bd. 1, Nr. 6, E271-E297
Faes, Livia; Wagner, Siegfried K.; Fu, Dun Jack; Liu, Xiaoxuan; Korot, Edward; Ledsam, Joseph R.; Back, Trevor; Chopra, Reena; Pontikos, Nikolas; Kern, Christoph; Moraes, Gabriella; Schmid, Martin K.; Sim, Dawn; Balaskas, Konstantinos; Bachmann, Lucas M.; Denniston, Alastair K. und Keane, Pearse A.
(2019):
Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study.
In: Lancet Digital Health, Bd. 1, Nr. 5, E232-E242
Weiss, Maximilian; Sim, Dawn A.; Herold, Tina; Schumann, Ricarda G.; Liegl, Raffael; Kern, Christoph; Kreutzer, Thomas; Schiefelbein, Johannes; Rottmann, Miriam; Priglinger, Siegfried und Kortüm, Karsten Ulrich
(Dezember 2018):
Compliance and adherence of patients with diabetic macular edema to intravitreal anti-vascular endothelial growth factor therapy in daily practice.
In: Retina, Bd. 38, Nr. 12: S. 2293-2300
[PDF, 278kB]
Rohm, Markus; Tresp, Volker; Müller, Michael; Kern, Christoph; Manakov, Ilja; Weiss, Maximilian; Sim, Dawn A.; Priglinger, Siegfried; Keane, Pearse A. und Kortüm, Karsten
(2018):
Predicting Visual Acuity by Using Machine Learning in Patients Treated for Neovascular Age-Related Macular Degeneration.
In: Ophthalmology, Bd. 125, Nr. 7: S. 1028-1036
Kortüm, Karsten U.; Müller, Michael; Kern, Christoph; Babenko, Alexander; Mayer, Wolfgang J.; Kampik, Anselm; Kreutzer, Thomas C.; Priglinger, Siegfried und Hirneiss, Christoph
(2017):
Using Electronic Health Records to Build an Ophthalmologic Data Warehouse and Visualize Patients' Data.
In: American Journal of Ophthalmology, Bd. 178: S. 84-93
Mayer, Wolfgang J.; Kreutzer, Thomas; Dirisamer, Martin; Kern, Christoph; Kortüm, Karsten; Vounotrypidis, Efstathios; Priglinger, Siegfried und Kook, Daniel
(2017):
Comparison of visual outcomes, alignment accuracy, and surgical time between 2 methods of corneal marking for toric intraocular lens implantation.
In: Journal of Cataract and Refractive Surgery, Bd. 43, Nr. 10: S. 1281-1286
Kortüm, Karsten U.; Vounotrypidis, Efstathios; Athanasiou, Alexandros; Müller, Michael; Babenko, Alexander; Kern, Christoph; Priglinger, Siegfried und Mayer, Wolfgang J.
(2017):
Differences in corneal clinical findings after standard and accelerated cross-linking in patients with progressive keratoconus.
In: BMC Ophthalmology
17:222
[PDF, 609kB]
Kortüm, Karsten; Kern, Christoph; Meyer, Gerhard; Priglinger, Siegfried und Hirneiss, Christoph
(2017):
Rahmenbedingungen zur Sammlung von "Real-Life"-Daten am Beispiel der Augenklinik der Universität München.
In: Klinische Monatsblätter für Augenheilkunde, Bd. 234, Nr. 12: S. 1477-1482
Kern, Christoph; Kortüm, Karsten; Mueller, Michael; Raabe, Florian; Mayer, Wolfgang Johann; Priglinger, Siegfried und Kreutzer, Thomas Christian
(2016):
Correlation between weather and incidence of selected ophthalmological diagnoses: a database analysis.
In: Clinical Ophthalmology, Bd. 10: S. 1587-1592
[PDF, 1MB]
Kern, Christoph; Bach, Ruben; Mautner, Hannah und Kreuter, Frauke
:
When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes.
In: ACM Journal on Responsible Computing, Bd. 1, Nr. 4, 24
[PDF, 4MB]
Schenk, Patrick Oliver und Kern, Christoph ORCID: https://orcid.org/0000-0001-7363-4299
:
Connecting algorithmic fairness to quality dimensions in machine learning in official statistics and survey production.
In: AStA Wirtschafts- und Sozialstatistisches Archiv, Bd. 18: S. 131-184
[PDF, 973kB]
ORCID: https://orcid.org/0000-0001-7363-4299
:
Connecting algorithmic fairness to quality dimensions in machine learning in official statistics and survey production.
In: AStA Wirtschafts- und Sozialstatistisches Archiv, Bd. 18: S. 131-184
[PDF, 973kB]
Paper
Fischer-Abaigar, Unai; Kern, Christoph ORCID: https://orcid.org/0000-0001-7363-4299 und Kreuter, Frauke
(Juli 2024):
The Missing Link: Allocation Performance in Causal Machine Learning.
ORCID: https://orcid.org/0000-0001-7363-4299 und Kreuter, Frauke
(Juli 2024):
The Missing Link: Allocation Performance in Causal Machine Learning.
F. Junquera, Álvaro und Kern, Christoph ORCID: https://orcid.org/0000-0001-7363-4299
(14. Juni 2024):
From rules to forests: rule-based versus statistical models for jobseeker profiling.
SocArXiv
[PDF, 1MB]
ORCID: https://orcid.org/0000-0001-7363-4299
(14. Juni 2024):
From rules to forests: rule-based versus statistical models for jobseeker profiling.
SocArXiv
[PDF, 1MB]
Kern, Christoph ORCID: https://orcid.org/0000-0001-7363-4299; Kim, Michael und Zhou, Angela
(2024):
Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts.
ORCID: https://orcid.org/0000-0001-7363-4299; Kim, Michael und Zhou, Angela
(2024):
Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts.
Schenk, Patrick Oliver und Kern, Christoph ORCID: https://orcid.org/0000-0001-7363-4299
(2024):
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production.
ORCID: https://orcid.org/0000-0001-7363-4299
(2024):
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production.