Papers matching “deep learning prediction” 118
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From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage2024 arXiv (Cornell University) preprint Medicine Intracerebral and Subarachnoid Hemorrhage Research Open access
Olivia N Murray, Hamied A. Haroon, Paul Ryu, Hiren C. Patel, George Harston, Marieke J.H. Wermer, +6 more
0citations -
Self-supervised deep learning for pan-cancer mutation prediction from histopathology2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Marko van Treeck, Tobias Paul Seraphin, Katherine Jane Hewitt, +5 more
10citations -
GraphComm: A Graph-based Deep Learning Method to Predict Cell-Cell Communication in single-cell RNAseq data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Emily So, Sikander Hayat, Sisira Kadambat Nair, Bo Wang, Benjamin Haibe‐Kains
13citations -
Rheumatoid Arthritis Classification and Prediction by Consistency-Based Deep Learning Using Extremity MRI Scans2023 SSRN Electronic Journal preprint Medicine Rheumatoid Arthritis Research and Therapies Open access
Yanli Li, Tahereh Hassanzadeh, Denis P. Shamonin, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
0citations -
Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study
Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Tobias Seibel, Didem Çifçi, Marko van Treeck, +9 more
12citations -
Validation of the Incremental Prognostic Value of Deceased Donation Pre-implantation Kidney Transplant Biopsies through Comprehensive Lesion Quantification with Deep Learning
Ziyang Li, Giorgio Buzzanca, Danny van der Helm, Soufian Meziyerh, Ian P.J. Alwayn, Dorottya K. de Vries, +3 more
0citations -
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, +8 more
20citations -
Deep Learning Predicts Survival Across Squamous Tumor Entities From H&E Stains: Insights from Head and Neck, Esophagus, Lung and Cervical Cancer2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Verena Bitto, Xiaofeng Jiang, Michael A. Baumann, Jakob Nikolas Kather, Ina Kurth
1citations -
MRI-based and metabolomics-based age scores act synergetically for mortality prediction shown by multi-cohort federated learning2024 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Pedro Mateus, Swier J.F. Garst, Jing Yu, Davy Cats, Mahlet Birhanu, Marian Beekman, +15 more
0citations -
DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Marko van Treeck, Didem Çifçi, Narmin Ghaffari Laleh, Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Katherine Jane Hewitt, +9 more
13citations