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Analysis of the Influence of Image Processing, Feature Selection, and Decision Tree Classification on Noise Separation of Electric Vehicle Powertrains2022 SAE International journal of vehicle dynamics, stability, and NVH article Engineering Vehicle Noise and Vibration Control
Katja Fröhlingsdorf, Manuel Dreßen, Stefan Pischinger, Christoph Steffens, Stefan Heuer
10citations -
Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study2020 Journal of Medical Internet Research article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Jochen Sven Utikal, Achim Hekler, Axel Hauschild, Elke Sattler, Wiebke Sondermann, +14 more
91citations -
Automation of hemocompatibility analysis using image segmentation and supervised classification2020 Engineering Applications of Artificial Intelligence article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johanna C. Clauser, Judith Maas, Jutta Arens, Thomas Schmitz‐Rode, Ulrich Steinseifer, Benjamin Berkels
12citations -
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams2023 IFAC-PapersOnLine article Engineering Additive Manufacturing Materials and Processes Open access
Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more
5citations -
Multi-modality multi-scale cardiovascular disease subtypes classification using Raman image and medical history2023 Expert Systems with Applications article Biochemistry, Genetics and Molecular Biology Spectroscopy Techniques in Biomedical and Chemical Research Open access
Bo Yu, Hechang Chen, Chengyou Jia, Hongren Zhou, Lele Cong, Xiankai Li, +2 more
21citations -
Machine learning assisted classification of staphylococcal biofilm maturity2025 Biofilm article Biochemistry, Genetics and Molecular Biology Bacterial biofilms and quorum sensing Open access
Sven C. J. van Dun, Ana Santos Silva-Herdade, Ana Salomé Veiga, Miguel A. R. B. Castanho, Peter H. Nibbering, Bart G. C. W. Pijls, +2 more
3citations -
EQUSUM: Endometriosis QUality and grading instrument for SUrgical performance: proof of concept study for automatic digital registration and classification scoring for r-ASRM, EFI and Enzian
Jeroen Metzemaekers, Pascal Haazebroek, M. J. G. H. Smeets, Mathijs D. Blikkendaal, Andries R. H. Twijnstra, G. David Adamson, +2 more
30citations -
A benchmark for neural network robustness in skin cancer classification2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Justin Gabriel Schlager, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +22 more
65citations -
MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access
Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
3citations -
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning2023 ACS Nanoscience Au article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
André Colliard-Granero, Jenia Jitsev, Michael Hermann Eikerling, Kourosh Malek, Mohammad J. Eslamibidgoli
12citations -
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring
Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more
59citations -
Particulate impurities in cell-based medicinal products traced by flow imaging microscopy combined with deep learning for image analysis2020 Cytotherapy article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Adam Grabarek, Enes Senel, Tim Menzen, Karin H. Hoogendoorn, Karin Pike‐Overzet, Andrea Hawe, +1 more
24citations