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C

Carsten Eickhoff

Institute for Bioinformatics and Medical Informatics

30H-index
268Paper Count
4.0KCitation Count
Published Papers 24
Publication Date
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Monitoring students’ well-being through journal analysis—study protocol of an explorative approach using natural language processing on typed and transcribed entries to monitor and generate personalized feedback
errFrontiers in Digital Health
IF3.8
err2026-08-30
err0
errOAAI
errNN Nadine N. Schmitt †; MD Michelle D. Schlicher †; AT Andreas Triantafyllopoulos; LS Lennart Seizer; CG Caterina Gawrilow; CE Carsten Eickhoff; BW Björn W. Schuller; JL Johanna Löchner
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Role prompting modulates linguistic style but not clinical decision structure in GPT-5 tumour board simulation
errnpj Digital Medicine
IF15.1
err2026-08-13
err0
errOAAI
errDerna Stifini; Andrea Della Penna; André L. Mihaljevic; Michael Bitzer; Carsten Eickhoff; Ivan Capobianco
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errSave
Exploring Facilitators and Barriers for Personalized Dietary Incentives Among Online Shoppers at Cardiovascular Risk and Key Informants to Inform an Automated Shopping Platform
errJournal of Nutrition Education and Behavior
IF2.3
err2025-12-01
err0
PREAI
errVadiveloo, Maya K.; Tovar, Alison; Elenio, Emily G.; Eickhoff, Carsten; San Soucie, John; Ewing, Sarah Feldstein; Gans, Kim M.; Thorndike, Anne N.
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Clinical Accuracy and Safety Concerns Following GPT-5 Public Demonstration in Cancer Care
errJournal of Medical Systems
IF5.7
err2025-11-29
err0
errOAAI
errIvan Capobianco; Andrea Della Penna; André L. Mihaljevic; Michael Bitzer; Carsten Eickhoff; Derna Stifini
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errSave
What's Going On With Me and How Can I Better Manage My Health? The Potential of GPT-4 to Transform Discharge Letters Into Patient-Centered Letters to Enhance Patient Safety: Prospective, Exploratory Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2025-01-21
err0
errOAAI
errEisinger, Felix; Holderried, Friederike; Mahling, Moritz; Stegemann-Philipps, Christian; Herrmann-Werner, Anne; Nazarenus, Eric; Sonanini, Alessandra; Guthoff, Martina; Eickhoff, Carsten; Holderried, Martin
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Identifying momentary suicidal ideation using machine learning in patients at high-risk for suicide
errJOURNAL OF AFFECTIVE DISORDERS
IF4.9
err2024-11-01
err0
PREAI
errBozzay, M. L.; Hughes, C. D.; Eickhoff, C.; Schatten, H.; Armey, M. F.
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errSave
A Language Model-Powered Simulated Patient With AutomatedFeedback for History Taking:Prospective Study
errmedical education
IF3.2
err2024-08-16
err6
errOAAI
errHolderried, Friederike; Stegemann-Philipps, Christian; Herrmann-Werner, Anne; Festl-Wietek, Teresa; Holderried, Martin; Eickhoff, Carsten; Mahling, Moritz
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errSave
Retrieval Augmented Therapy Suggestion for Molecular Tumor Boards: Algorithmic Development and Validation Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2024-07-16
err0
errOAAI
errBerman, Eliza; Malek, Holly Sundberg; Bitzer, Michael; Malek, Nisar; Eickhoff, Carsten
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errSave
Retrieval-Based Diagnostic Decision Support: Mixed Methods Study
errJMIR MEDICAL INFORMATICS
IF3.8
err2024-06-19
err2
errOAAI
errAbdullahi, Tassallah; Mercurio, Laura; Singh, Ritambhara; Eickhoff, Carsten
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errSave
Learning to Make Rare and Complex Diagnoses With Generative AI Assistance: Qualitative Study of Popular Large Language Models
errmedical education
IF3.2
err2024-02-13
err15
errOAAI
errAbdullahi, Tassallah; Singh, Ritambhara; Eickhoff, Carsten
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errSave
Transcriptional profiles of pulmonary artery endothelial cells in pulmonary hypertension
errSCIENTIFIC REPORTS
IF3.9
err2023-12-18
err7
errOAAI
errSingh, Navneet; Eickhoff, Carsten; Garcia-Agundez, Augusto; Bertone, Paul; Paudel, Sunita S.; Tambe, Dhananjay T.; Litzky, Leslie A.; Cox-Flaherty, Katherine; Klinger, James R.; Monaghan, Sean F.; Mullin, Christopher J.; Pereira, Mandy; Walsh, Thomas; Whittenhall, Mary; Stevens, Troy; Harrington, Elizabeth O.; Ventetuolo, Corey E.
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A feasibility study on AI-controlled closed-loop electrical stimulation implants
errSCIENTIFIC REPORTS
IF3.9
err2023-06-22
err3
errOAAI
errEickhoff, Steffen; Garcia-Agundez, Augusto; Haidar, Daniela; Zaidat, Bashar; Adjei-Mosi, Michael; Li, Peter; Eickhoff, Carsten
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errSave
An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data
errNPJ DIGITAL MEDICINE
IF15.1
err2022-01-14
err21
errOAAI
errKim, Chris K.; Choi, Ji Whae; Jiao, Zhicheng; Wang, Dongcui; Wu, Jing; Yi, Thomas Y.; Halsey, Kasey C.; Eweje, Feyisope; Tran, Thi My Linh; Liu, Chang; Wang, Robin; Sollee, John; Hsieh, Celina; Chang, Ken; Yang, Fang-Xue; Singh, Ritambhara; Ou, Jie-Lin; Huang, Raymond Y.; Feng, Cai; Feldman, Michael D.; Liu, Tao; Gong, Ji Sheng; Lu, Shaolei; Eickhoff, Carsten; Feng, Xue; Kamel, Ihab; Sebro, Ronnie; Atalay, Michael K.; Healey, Terrance; Fan, Yong; Liao, Wei-Hua; Wang, Jianxin; Bai, Harrison X.
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errSave
Weakly supervised pneumonia localization in chest X-rays using generative adversarial networks
errMEDICAL PHYSICS
IF3.2
err2021-10-26
err0
errOAAI
errKeshavamurthy, Krishna Nand; Eickhoff, Carsten; Juluru, Krishna
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errSave
Towards Objective Quantification of Hand Tremors and Bradykinesia Using Contactless Sensors: A Systematic Review
errFRONTIERS IN AGING NEUROSCIENCE
IF4.5
err2021-10-25
err12
errOAAI
errGarcia-Agundez, Augusto; Eickhoff, Carsten
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errSave
CATS: Customizable Abstractive Topic-based Summarization
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2021-10-25
err8
PREAI
errBahrainian, Seyed Ali; Zerveas, George; Crestani, Fabio; Eickhoff, Carsten
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errSave
Machine learning to predict hemorrhage and thrombosis during extracorporeal membrane oxygenation
errCRITICAL CARE
IF9.3
err2020-12-10
err9
errOAAI
errAbbasi, Adeel; Karasu, Yasmin; Li, Cindy; Sodha, Neel R.; Eickhoff, Carsten; Ventetuolo, Corey E.
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Detecting Large Vessel Occlusion at Multiphase CT Angiography by Using a Deep Convolutional Neural Network
errRADIOLOGY
IF15.2
err2020-12-01
err48
PREAI
errStib, Matthew T.; Vasquez, Justin; Dong, Mary P.; Kim, Yun Ho; Subzwari, Sumera S.; Triedman, Harold J.; Wang, Amy; Wang, Hsin-Lei Charlene; Yao, Anthony D.; Jayaraman, Mahesh; Boxerman, Jerrold L.; Eickhoff, Carsten; Cetintemel, Ugur; Baird, Grayson L.; McTaggart, Ryan A.
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Drug-drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2020-10-30
err45
errOAAI
errDai, Yuanfei; Guo, Chenhao; Guo, Wenzhong; Eickhoff, Carsten
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errSave
Deep-learning-based real-time prediction of acute kidney injury outperforms human predictive performance
errNPJ DIGITAL MEDICINE
IF15.1
err2020-10-26
err76
errOAAI
errRank, Nina; Pfahringer, Boris; Kempfert, Joerg; Stamm, Christof; Kuehne, Titus; Schoenrath, Felix; Falk, Volkmar; Eickhoff, Carsten; Meyer, Alexander
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Research Directions

No research directions
Co-authors
Cooperation Journals
V
Volkmar Falk
H-index: 124 · Papers: 1.6K
T
Thomas Hofmann
H-index: 113 · Papers: 1.9K
M
Michael D. Feldman
H-index: 94 · Papers: 478
I
Ihab R. Kamel
H-index: 87 · Papers: 593
王健行 cover
王健行 (Jianxin Wang)
H-index: 85 · Papers: 1.7K
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