Prateek Prasanna

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Publications (65)

• PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology
  WACV 2026 DOI: 10.48550/ARXIV.2510.03455
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• Anatomy-DT: A Cross-Diffusion Digital Twin for Anatomical Evolution
  Moinak Bhattacharya, Gagandeep Singh, Prateek Prasanna
  2025 DOI: 10.48550/ARXIV.2509.25280
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• BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis
  2025 DOI: 10.48550/ARXIV.2504.04532
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• ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer
  2025 DOI: 10.48550/ARXIV.2505.23675
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• SoC-DT: Standard-of-Care Aligned Digital Twins for Patient-Specific Tumor Dynamics
  Moinak Bhattacharya, Singh, Gagandeep, Prateek Prasanna
  2025 DOI: 10.48550/ARXIV.2510.03287
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• Learned representation-guided diffusion models for large-image generation
  CVPR 2024 DOI: 10.48550/ARXIV.2312.07330
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• RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency
  2024 DOI: 10.48550/ARXIV.2411.15076
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• SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology
  CVPR 2024 DOI: 10.48550/ARXIV.2312.15010
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• Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation
  ICCV 2023 DOI: 10.1109/iccv51070.2023.01958
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• Self Pre-Training with Masked Autoencoders for Medical Image Classification and Segmentation
  2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023 DOI: 10.1109/isbi53787.2023.10230477
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• Topology-Aware Uncertainty for Image Segmentation
  Advances in Neural Information Processing Systems 2023
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• Federated learning enables big data for rare cancer boundary detection
  Sarthak Pati, Ujjwal Baid, Brandon Edwards +97 more
  Nature Communications 2022 DOI: 10.1038/s41467-022-33407-5
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• GazeRadar: A Gaze and Radiomics-Guided Disease Localization Framework
  MICCAI 2022 DOI: 10.1007/978-3-031-16437-8_66
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• RadioTransformer: A Cascaded Global-Focal Transformer for Visual Attention–Guided Disease Classification
  ECCV 2022 DOI: 10.1007/978-3-031-19803-8_40
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• Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations
  CVPR 2022 DOI: 10.48550/ARXIV.2203.01933
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• Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study
  Joseph Bae, Saarthak Kapse, Gagandeep Singh +10 more
  Diagnostics 2021 DOI: 10.3390/diagnostics11101812
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• A Novel Nodule Edge Sharpness Radiomic Biomarker Improves Performance of Lung-RADS for Distinguishing Adenocarcinomas from Granulomas on Non-Contrast CT Scans
  Mehdi Alilou, Prateek Prasanna, Kaustav Bera +8 more
  Cancers 2021 DOI: 10.3390/cancers13112781
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• Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers
  Medical Image Analysis 2021 DOI: 10.1016/j.media.2020.101903
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• Normal anterior-posterior diameters of the spinal cord and spinal canal in healthy term newborns on sonography
  Gagandeep Singh, Alan True, Christopher Lui +4 more
  Pediatric Radiology 2021 DOI: 10.1007/s00247-020-04879-8
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• Sexually dimorphic radiogenomic models identify distinct imaging and biological pathways that are prognostic of overall survival in glioblastoma
  Niha G. Beig, Salendra Singh, Kaustav Bera +12 more
  Neuro-oncology 2021 DOI: 10.1093/neuonc/noaa231
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