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Single-Pass Decision Scores Enable Rapid Classification with Adjustable Thresholds in Medical Multimodal Large Language Models2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access
Patrick Wienholt, Frederik Hauke, Christiane Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
0citations -
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification2021 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access
Ruud van Bakel, Teodor Ivanov Aleksiev, Daniel Daza, Dimitrios Alivanistos, Michael Cochez
1citations -
Hybrid quantum ResNet for car classification and its hyperparameter optimization2023 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Romanovich Perelshtein, +2 more
42citations -
Guided Representation Learning for the Classification of Hematopoietic Cells2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Digital Imaging for Blood Diseases
Philipp Gräbel, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2citations -
Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Digital Imaging for Blood Diseases
Philipp Gräbel, Ina Laube, Martina Margrit Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara M. Klinkhammer, +3 more
0citations -
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access
Marc Aubreville, Zhaoya Pan, Matti Sievert, Jonas Ammeling, Jonathan Ganz, Nicolai Oetter, +3 more
0citations -
Enhancing Precision in Detecting Severe Immune-Related Adverse Events: Comparative Analysis of Large Language Models and International Classification of Disease Codes in Patient Records2024 Journal of Clinical Oncology article Computer Science Machine Learning in Healthcare Open access
Virginia H. Sun, Julius Cornelis Heemelaar, Ibrahim Hadžić, Vineet K. Raghu, Chia‐Yun Wu, Leyre Zubiri, +24 more
35citations -
Blind Signal Recognition Method of STBC Based on Multi-channel Convolutional Neural Network2022 IEEE Vehicular Technology Conference conference-paper Computer Science Wireless Signal Modulation Classification
Yuting Guy, Yu Wangy, Bamidele Adebisiz, Guan Guiy, Haris Gacaninyy, Hikmet Sariy
3citations -
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)
Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more
0citations -
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift2022 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
34citations -
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs2023 Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin-Jonathan Sähn, Peter Isfort, Christiane Katharina Kuhl, +3 more
19citations -
Compute-Efficient Medical Image Classification with Softmax-Free Transformers and Sequence Normalization2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Firas Khader, Omar S. M. El Nahhas, Tianyu Han, Gustav Anton Müller‐Franzes, Sven Nebelung, Jakob Nikolas Kather, +1 more
0citations -
One-press control: a tactile input method for pressure-sensitive computer keyboards2021 arXiv (Cornell University) preprint Computer Science Interactive and Immersive Displays Open access
Staas de Jong, Jeroen Jillissen, Dünya Kirkali, Alwin de Rooij, Hanna Schraffenberger, Arnout Terpstra
0citations -
Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images2023 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
John‐Melle Bokhorst, Irıs D. Nagtegaal, Filippo Fraggetta, Simona Vatrano, Wilma E. Mesker, Michael Vieth, +2 more
60citations