Publications

2026

1. ISBI 2026

   

   Obscuration to Clarity: Bone Suppression for Enhanced Localization in Pneumothorax Segmentation of Chest Radiographs

   Ananya Shukla^*, Amog Rao^*, Siddharth S., and Rina Bao

   In 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI), Apr 2026 🎤 Oral Presentation 🎤

   DOI Bib PDF Slides

   @inproceedings{shukla2026obscuration,
     author = {Shukla, Ananya and Rao, Amog and S., Siddharth and Bao, Rina},
     booktitle = {2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)},
     title = {Obscuration to Clarity: Bone Suppression for Enhanced Localization in Pneumothorax Segmentation of Chest Radiographs},
     year = {2026},
     month = apr,
     volume = {},
     number = {},
     pages = {1-4},
     keywords = {Bones;Modeling;Printing;Architecture;Computer architecture;Dies;Pixel;Training;Location awareness;Lungs;Bone Suppression;Pneumothorax;Boundary Aware Segmentation;Computer-Aided Diagnosis},
     doi = {10.1109/ISBI61048.2026.11515350},
   }

2. arXiv

   

   AwareLLM: A Proactive Multimodal Ecosystem for Personalized Human-AI Collaboration to Enhance Productivity

   Amog Rao^*, Utkarsh Agarwal^*, Amol Harsh, and Siddharth Siddharth

   Apr 2026

   DOI Bib PDF

   @misc{rao2026awarellmproactivemultimodalecosystem,
     title = {AwareLLM: A Proactive Multimodal Ecosystem for Personalized Human-AI Collaboration to Enhance Productivity},
     author = {Rao, Amog and Agarwal, Utkarsh and Harsh, Amol and Siddharth, Siddharth},
     year = {2026},
     eprint = {2605.09625},
     archiveprefix = {arXiv},
     primaryclass = {cs.HC},
     url = {https://arxiv.org/abs/2605.09625},
     doi = {10.48550/arXiv.2605.09625}
   }

2025

1. MICCAI 2025

   

   Spatial Prior-Guided Boundary and Region-Aware 2D Lesion Segmentation in Neonatal Hypoxic Ischemic Encephalopathy

   Amog Rao^*, Ananya Shukla^*, Jia Bhargava, Yangming Ou, and Rina Bao

   In proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, Sep 2025

   DOI Bib PDF Code Poster Website

   @inproceedings{RaoAmo_Spatial_MICCAI2025,
     author = {Rao, Amog and Shukla, Ananya and Bhargava, Jia and Ou, Yangming and Bao, Rina},
     title = { { Spatial Prior-Guided Boundary and Region-Aware 2D Lesion Segmentation in Neonatal Hypoxic Ischemic Encephalopathy } },
     booktitle = {proceedings of Medical Image Computing and Computer Assisted Intervention -- MICCAI 2025},
     year = {2025},
     publisher = {Springer Nature Switzerland},
     volume = {LNCS 15963},
     month = sep,
     page = {520 -- 530},
     doi = {10.1007/978-3-032-04965-0_49},
   }