Ghosh, Shantanu

1. Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
   2024/05/20 by Shantanu Ghosh, Ghosh, Shantanu, Clare B. Poynton +5 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
2. Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays
   2022/06/25 by Ke Yu, Shantanu Ghosh, Yu, Ke +7 · 2 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
3. LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers
   2024/07/31 by Shantanu Ghosh, Rayan Syed, Ghosh, Shantanu +8 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering Research
4. DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World Data
   2023/03/07 by Ghosh, Shantanu, Feng, Zheng, Bian, Jiang +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
5. Exploring the Lottery Ticket Hypothesis with Explainability Methods: Insights into Sparse Network Performance
   2023/07/07 by Shantanu Ghosh, Kayhan Batmanghelich, Ghosh, Shantanu +1 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare