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Leveraging Auxiliary Classification for Rib Fracture Segmentation
Harini G., Aiman Farooq, Deepak Mishra
Thoracic trauma often results in rib fractures, which demand swift and accurate diagnosis for effective treatment. However, detecting these fractures on rib CT scans poses consider…
RibCageImp: A Deep Learning Framework for 3D Ribcage Implant Generation
Gyanendra Chaubey, Aiman Farooq, Azad Singh +1
The recovery of damaged or resected ribcage structures requires precise, custom-designed implants to restore the integrity and functionality of the thoracic cavity. Traditional imp…
Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion
Aiman Farooq, Utkarsh Sharma, Deepak Mishra
Accurate survival prediction in head and neck cancer (HNC) is essential for guiding clinical decision-making and optimizing treatment strategies. Traditional models, such as Cox pr…
Survival Prediction in Lung Cancer through Multi-Modal Representation Learning
Aiman Farooq, Deepak Mishra, Santanu Chaudhury
Survival prediction is a crucial task associated with cancer diagnosis and treatment planning. This paper presents a novel approach to survival prediction by harnessing comprehensi…
Translating Imaging to Genomics: Leveraging Transformers for Predictive Modeling
Aiman Farooq, Deepak Mishra, Santanu Chaudhury
In this study, we present a novel approach for predicting genomic information from medical imaging modalities using a transformer-based model. We aim to bridge the gap between imag…