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Arxiv|September 5, 2025
The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational PathologyMuhammad Waqas, Rukhmini Bandyopadhyay, Eman Showkatian, et al.
NPJ Precision Oncology|February 4, 2026
The next layer: augmenting foundation models with structure-preserving and attention-guided learning for local patches to global context awareness in computational pathologyMuhammad Waqas, Rukhmini Bandyopadhyay, Eman Showkatian, et al.
Patterns (New York, N.Y.)|August 21, 2023
SwarmDeepSurv: swarm intelligence advances deep survival network for prognostic radiomics signatures in four solid cancersQasem Al-Tashi, Maliazurina B Saad, Ajay Sheshadri, et al.
Nature Machine Intelligence|November 29, 2021
Radiological tumor classification across imaging modality and histologyJia Wu, Chao Li, Michael Gensheimer, et al.
Clinical Cancer Research : an Official Journal of the American Association for Cancer Research|August 29, 2022
A Phase II Randomized Trial of Chemoradiation with or without Metformin in Locally Advanced Cervical CancerKathy Han, Anthony Fyles, Tina Shek, et al.
Physics in Medicine and Biology|December 13, 2023
On dosimetric characteristics of detectors for relative dosimetry in small fields: a multicenter experimental studyBožidar Casar, Ignasi Mendez, Eduard Gershkevitsh, et al.
Research Square|May 27, 2024
Joint multi-omics discriminant analysis with consistent representation learning using PANDAMuhammad Aminu, Lingzhi Hong, Natalie Vokes, et al.
Circulation|June 7, 2012
Proximal cerebral arteries develop myogenic responsiveness in heart failure via tumor necrosis factor-α-dependent activation of sphingosine-1-phosphate signalingJingli Yang, M Hossein Noyan-Ashraf, Anja Meissner, et al.
Research Square|June 3, 2024
CoCo-ST: Comparing and Contrasting Spatial Transcriptomics data sets using graph contrastive learningMuhammad Aminu, Bo Zhu, Natalie Vokes, et al.
Nature Cell Biology|October 13, 2025
CoCo-ST detects global and local biological structures in spatial transcriptomics datasetsMuhammad Aminu, Bo Zhu, Natalie Vokes, et al.
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