Search Results for author: Josef Kitler

Found 2 papers, 0 papers with code

SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model

no code implementations23 Nov 2022 Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru

However, the traditional diagnostic tool design methods based on supervised learning are burdened by the need to provide training data annotation, which should be of good quality for better clinical outcomes.

COVID-19 Diagnosis Image Segmentation +3

SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI

no code implementations29 Aug 2022 Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kitler

The availability of large scale data with high quality ground truth labels is a challenge when developing supervised machine learning solutions for healthcare domain.

Self-Supervised Learning

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