Alexander S. Baras

13 papers A* 1A 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-driven 3D Spatial Transcriptomics.
CoRR
Cristina Almagro-Pérez, Andrew H. Song, Luca L. Weishaupt, Ahrong Kim, Guillaume Jaume, Drew F. K. Williamson, Konstantin Hemker, Ming Y. Lu, Kritika Singh, Bowen Chen, Long Phi Le, Alexander S. Baras, Sizun Jiang, Ali Bashashati, Jonathan T. C. Liu, Faisal Mahmood
2025 A conf
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification.
WACV
Tawsifur Rahman, Alexander S. Baras, Rama Chellappa
2024 J jnl
Computational methods and biomarker discovery strategies for spatial proteomics: a review in immuno-oncology.
Briefings Bioinform.
Haoyang Mi, Shamilene Sivagnanam, Won Jin Ho, Shuming Zhang, Daniel R. Bergman, Atul Deshpande, Alexander S. Baras, Elizabeth M. Jaffee, Lisa M. Coussens, Elana J. Fertig, Aleksander S. Popel
2024 A* conf
Multimodal Prototyping for cancer survival prediction.
ICML
Andrew H. Song, Richard J. Chen, Guillaume Jaume, Anurag J. Vaidya, Alexander S. Baras, Faisal Mahmood
2024 J jnl
Multimodal Prototyping for cancer survival prediction.
CoRR
Andrew H. Song, Richard J. Chen, Guillaume Jaume, Anurag J. Vaidya, Alexander S. Baras, Faisal Mahmood
2023 J jnl
Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples.
CoRR
Andrew H. Song, Mane Williams, Drew F. K. Williamson, Guillaume Jaume, Andrew Zhang, Bowen Chen, Robert Serafin, Jonathan T. C. Liu, Alexander S. Baras, Anil V. Parwani, Faisal Mahmood
2020 J jnl
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images.
IEEE Trans. Medical Imaging
Faisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
2020 — conf
Weakly Supervised Prostate Tma Classification Via Graph Convolutional Networks.
ISBI
Jingwen Wang, Richard J. Chen, Ming Y. Lu, Alexander S. Baras, Faisal Mahmood
2019 — conf
Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data.
Digital Pathology
Faisal Mahmood, Richard Chen, Daniel Borders, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
2019 J jnl
Weakly Supervised Prostate TMA Classification via Graph Convolutional Networks.
CoRR
Jingwen Wang, Richard J. Chen, Ming Y. Lu, Alexander S. Baras, Faisal Mahmood
2018 J jnl
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images.
CoRR
Faisal Mahmood, Daniel Borders, Richard Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr
2018 J jnl
miRge 2.0 for comprehensive analysis of microRNA sequencing data.
BMC Bioinform.
Yin Lu, Alexander S. Baras, Marc K. Halushka
2016 J jnl
A benchmark for microRNA quantification algorithms using the OpenArray platform.
BMC Bioinform.
Matthew N. McCall, Alexander S. Baras, Alexander Crits-Christoph, Roxann Ingersoll, Melissa A. McAlexander, Kenneth W. Witwer, Marc K. Halushka