AI-Assisted Cervical Cancer Screening

no code implementations • 18 Mar 2024 • Kanchan Poudel, Lisasha Poudel, Prabin Raj Shakya, Atit Poudel, Archana Shrestha, Bishesh Khanal

Most studies proposing AI models retrospectively use a relatively small number of already collected images from specific devices, digital cameras, or smartphones; the challenges and protocol for quality image acquisition during VIA in resource-constrained camp settings, challenges in getting gold standard, data imbalance, etc.

Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography

1 code implementation • 22 Sep 2023 • Rabin Adhikari, Manish Dhakal, Safal Thapaliya, Kanchan Poudel, Prasiddha Bhandari, Bishesh Khanal

However, the lack of readily available data in echocardiography hampers the training of VLSMs.

Segmentation Vision-Language Segmentation

Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models

1 code implementation • 15 Aug 2023 • Kanchan Poudel, Manish Dhakal, Prasiddha Bhandari, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal

Medical image segmentation with deep learning is an important and widely studied topic because segmentation enables quantifying target structure size and shape that can help in disease diagnosis, prognosis, surgery planning, and understanding.

Image Segmentation Medical Image Segmentation +3