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C

Christin Seifert

philipps university marburg

28H-index
256Paper Count
3.4KCitation Count
Published Papers 18
Publication Date
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Explainable Bayesian Optimization
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF0
err2026-01-01
err1
errOAAI
errChakraborty, Tanmay; Wirth, Christian; Seifert, Christin
errShare
errSave
An XAI-Based Analysis of Shortcut Learning in Neural Networks
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errPhuong Quynh Le; Schloetterer, Joerg; Seifert, Christin
errShare
errSave
Comparative Explanations: Explanation Guided Decision Making for Human-in-the-Loop Preference Selection
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errChakraborty, Tanmay; Wirth, Christian; Seifert, Christin
errShare
errSave
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT IV
IF0
err2026-01-01
err0
errOAAI
errNguyen, Van Bach; Seifert, Christin; Schlotterer, Jorg
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errSave
Explanation Format does not Matter; but Explanations do - An Eggsbert study on explaining Bayesian Optimization tasks
errInformation Systems Frontiers
IF8.3
err2025-12-26
err0
PREAI
errTanmay Chakraborty; Marion Koelle; Jörg Schlötterer; Nadine Schlicker; Christian Wirth; Christin Seifert
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errSave
Breast cancer prediction using mammography exams for real hospital settings
errComputers in Biology and Medicine
IF6.3
err2025-10-04
err0
errOAAI
errShreyasi Pathak; Jörg Schlötterer; Jeroen Geerdink; Jeroen Veltman; Maurice van Keulen; Nicola Strisciuglio; Christin Seifert
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errSave
Machine Learning-Based Prediction of 1-Year Survival Using Subjective and Objective Parameters in Patients With Cancer
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2024-08-01
err0
PREAI
errComino, Maria Rosa Salvador; Youssef, Paul; Heinzelmann, Anna; Bernhardt, Florian; Seifert, Christin; Tewes, Mitra
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errSave
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI
errACM COMPUTING SURVEYS
IF28
err2023-07-13
err109
errOAAI
errNauta, Meike; Trienes, Jan; Pathak, Shreyasi; Nguyen, Elisa; Peters, Michelle; Schmitt, Yasmin; Schloetterer, Joerg; Van Keulen, Maurice; Seifert, Christin
errShare
errSave
Explainable AI in medical imaging: An overview for clinical practitioners-Beyond saliency-based XAI approaches
errEUROPEAN JOURNAL OF RADIOLOGY
IF3.3
err2023-05-01
err41
errOAAI
errBorys, Katarzyna; Schmitt, Yasmin Alyssa; Nauta, Meike; Seifert, Christin; Kraemer, Nicole; Friedrich, Christoph M.; Nensa, Felix
errShare
errSave
Explainable AI in medical imaging: An overview for clinical practitioners-Saliency-based XAI approaches
errEUROPEAN JOURNAL OF RADIOLOGY
IF3.3
err2023-05-01
err37
errOAAI
errBorys, Katarzyna; Schmitt, Yasmin Alyssa; Nauta, Meike; Seifert, Christin; Kraemer, Nicole; Friedrich, Christoph M.; Nensa, Felix
errShare
errSave
Accurate and Reliable Classification of Unstructured Reports on Their Diagnostic Goal Using BERT Models
errDIAGNOSTICS
IF3.3
err2023-03-27
err5
errOAAI
errRietberg, Max Tigo; Nguyen, Van Bach; Geerdink, Jeroen; Vijlbrief, Onno; Seifert, Christin
errShare
errSave
Diagnosis of Inflammatory Bowel Disease and Colorectal Cancer through Multi-View Stacked Generalization Applied on Gut Microbiome Data
errDIAGNOSTICS
IF3.3
err2022-10-17
err2
errOAAI
errImangaliyev, Sultan; Schloetterer, Joerg; Meyer, Folker; Seifert, Christin
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errSave
Radiology report generation for proximal femur fractures using deep classification and language generation models
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2022-06-01
err5
errOAAI
errPaalvast, Olivier; Nauta, Meike; Koelle, Marion; Geerdink, Jeroen; Vijlbrief, Onno; Hegeman, Johannes H.; Seifert, Christin
errShare
errSave
Uncovering and Correcting Shortcut Learning in Machine Learning Models for Skin Cancer Diagnosis
errDIAGNOSTICS
IF3.3
err2021-12-24
err38
errOAAI
errNauta, Meike; Walsh, Ricky; Dubowski, Adam; Seifert, Christin
errShare
errSave
STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2021-04-01
err35
errOAAI
errPathak, Shreyasi; Lu, Changqing; Nagaraj, Sunil Belur; van Putten, Michel; Seifert, Christin
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errSave
Comparing three machine learning approaches to design a risk assessment tool for future fractures: predicting a subsequent major osteoporotic fracture in fracture patients with osteopenia and osteoporosis
errOSTEOPOROSIS INTERNATIONAL
IF5.4
err2021-01-07
err30
PREAI
errde Vries, B. C. S.; Hegeman, J. H.; Nijmeijer, W.; Geerdink, J.; Seifert, C.; Groothuis-Oudshoorn, C. G. M.
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errSave
Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2020-11-01
err11
errOAAI
errPathak, Shreyasi; van Rossen, Jorit; Vijlbrief, Onno; Geerdink, Jeroen; Seifert, Christin; van Keulen, Maurice
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errSave
Too new or too complex? Why consumers' aesthetic sensitivity matters in apparel design evaluation
errJOURNAL OF FASHION MARKETING AND MANAGEMENT
IF3.3
err2017-05-08
err16
PREAI
errSeifert, Christin; Chattaraman, Veena
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Folker Meyer
H-index: 67 · Papers: 200
M
Michel J. A. M. van Putten
H-index: 58 · Papers: 422
N
Nicole C. Krämer
H-index: 56 · Papers: 431
F
Felix Nensa
H-index: 39 · Papers: 311
C
Christoph M. Friedrich
H-index: 32 · Papers: 239
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