Computer Vision for Drug Discovery Where Are We and What is Beyond?
Bridging Morphology and Molecular Signatures: Multi-Task Deep Learning for Multi-Omics Prediction from Histopathology-
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[bibtex]@InProceedings{Ahangar_2025_CVPR, author = {Ahangar, Fatemeh Dashti and Yuan, Jiann-Shiun}, title = {Bridging Morphology and Molecular Signatures: Multi-Task Deep Learning for Multi-Omics Prediction from Histopathology}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4333-4341} }
Revolutionizing Drug Discovery: Integrating Spatial Transcriptomics with Advanced Computer Vision Techniques-
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[bibtex]@InProceedings{Li_2025_CVPR, author = {Li, Zichao and Qiu, Shiqing and Ke, Zong}, title = {Revolutionizing Drug Discovery: Integrating Spatial Transcriptomics with Advanced Computer Vision Techniques}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4291-4297} }
Bridging Self-Supervision and Mechanism of Action Discovery in Morphological Profiling-
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[bibtex]@InProceedings{Husain_2025_CVPR, author = {Husain, Syed Sameed and Bober, Jan and Irizar, Amaia and Bober, Miroslaw}, title = {Bridging Self-Supervision and Mechanism of Action Discovery in Morphological Profiling}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4317-4324} }
Segment AnyNeuron-
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[bibtex]@InProceedings{Razzaq_2025_CVPR, author = {Razzaq, Taha and Qazi, Ahmed Rashid and Iqbal, Asim}, title = {Segment AnyNeuron}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4325-4332} }
Drug Discovery Agent: An Automated Vision Detection System for Drug-Cell Interactions-
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[bibtex]@InProceedings{Bazgir_2025_CVPR, author = {Bazgir, Adib and Zhang, Yuwen}, title = {Drug Discovery Agent: An Automated Vision Detection System for Drug-Cell Interactions}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4308-4316} }
Towards exploring continual learning for toxicologic pathology in pharmaceutical drug discovery-
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[bibtex]@InProceedings{Patra_2025_CVPR, author = {Patra, Arijit and Wu, Jinge and Wu, Honghan and Thakur, Anshul}, title = {Towards exploring continual learning for toxicologic pathology in pharmaceutical drug discovery}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4298-4307} }
HCS-DFC: A Diffusion Classifier for Mode of Action Prediction Using Morphological Profiles-
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[bibtex]@InProceedings{Kosciukiewicz_2025_CVPR, author = {Ko\'sciukiewicz, Jakub and Rymarczyk, Dawid and Zieli\'nski, Bartosz}, title = {HCS-DFC: A Diffusion Classifier for Mode of Action Prediction Using Morphological Profiles}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4285-4290} }
CellRep: A Multichannel Image Representation Learning Model-
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[bibtex]@InProceedings{Phillips_2025_CVPR, author = {Phillips, Lawrence and Donovan-Maiye, Rory}, title = {CellRep: A Multichannel Image Representation Learning Model}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4342-4348} }
LNTransformer: Lung Nodule Transformer for Sparse CT Segmentation-
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[bibtex]@InProceedings{Ramezani_2025_CVPR, author = {Ramezani, Hooman and Vedrines, Charlotte and Aleman, Dionne and Letourneau, Daniel}, title = {LNTransformer: Lung Nodule Transformer for Sparse CT Segmentation}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {4277-4284} }