Roshan Swaroop
Software Engineer, AI Researcher, and Computer Science graduate from Stanford
Summary
Work
Education
Projects
Writing
Eyes on the prize: harnessing computer vision for automated detection of traumatic rib and clavicle fractures in chest radiographs
April 1, 2024This paper focuses on utilizing computer vision techniques for the automated detection of traumatic rib and clavicle fractures in chest radiographs to enhance diagnostic accuracy.
Detection, Classification, and Segmentation of Rib Fractures From CT Data Using Deep Learning Models: A Review of Literature and Pooled Analysis
March 1, 2023A research paper focused on leveraging deep learning models for the detection, classification, and segmentation of rib fractures from CT data, critical for clinical decision-making.
Multimodal Patient Evaluation for Depression and Anxiety (AudiFace)
January 1, 2023An academic paper from Stanford University's Department of Computer Science. This work extends the AudiBERT model to include temporal facial features for multimodal deep learning in depression screening.
Comparing the Performance of YOLOv5 and Faster R-CNN for Transfer Learning in the ICU
January 1, 2022A Stanford CS231N project that compares the performance of two prominent object detection models, YOLOv5 and Faster R-CNN, when applied to transfer learning in an Intensive Care Unit (ICU) context.