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Papers matching “heterogeneous clinical data” 34

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Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications
2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh

29

citations
Translationale Modellierung der Wirksamkeit von Medikamenten in Krebspatienten
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Computational Drug Discovery Methods Open access

Lisa-Katrin Schätzle

0

citations
Machine Learning as a Novel Method to Support Therapeutic Drug Management and Precision Dosing
2021 Clinical Pharmacology & Therapeutics article Computer Science Machine Learning in Healthcare Open access

Teun van Gelder, Alexander A. T. M. M. Vinks

25

citations
Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy
2022 Scientific Reports article Computer Science AI in cancer detection Open access

Lukas Buendgens, Didem Çifçi, Narmin Ghaffari Laleh, Marko van Treeck, Maria Teresa Koenen, Henning Wolfgang Zimmermann, +5 more

11

citations
Temporally coherent cardiac motion tracking from cine MRI: Traditional registration method and modern CNN method
2020 Medical Physics article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

Mengyun Qiao, Yuanyuan Wang, Yi Guo, Lu Huang, Liming Xia, Qian Tao

23

citations
Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms
2020 PLoS ONE article Computer Science Computational Drug Discovery Methods Open access

Nina Kusch, Andreas Schuppert

8

citations
Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

Nina Kusch, Andreas Schuppert

1

citations
Editorial: Spotlight on artificial intelligence in experimental pharmacology and drug discovery
2023 Frontiers in Pharmacology editorial Computer Science Computational Drug Discovery Methods Open access

Verena Schöning, Amit Khurana, Aleksandra M. Karolak

2

citations
Current evidence and future directions on improving the endoscopic recognition of early colorectal carcinoma using artificial intelligence – a scoping review
2024 Endoscopy article Computer Science AI in cancer detection Open access

Ayla Thijssen, R. M. Schreuder, Nikoo Dehghani, Marieke Schor, Peter de With, Fons van der Sommen, +3 more

0

citations