Tata Consultancy Services (India)

Efficient latent-vision enabled generative data augmented pipeline for medical image analysis with hybrid deep learning approach

Medical image analysis is an important process involved in diagnosing diseases, but a lack of data, class imbalance, and poor interpretability of deep learning models hamper it. In this study, these problems are overcome by proposing a hybrid generative data-augmented method for...

Clients’ views and experiences of individual placement and support: an employment program for people in treatment for substance use

Background Individual Placement and Support (IPS) was originally developed to help people with serious mental illnesses into competitive employment but has recently shown positive results when delivered to people in treatment for substance use. This paper explores clients’ views...

Artificial Intelligence in the Peer Review of Orthopaedic Manuscripts: Current Applications, Limitations, and Policy Considerations

Peer review ensures the validity and clinical applicability of orthopaedic research. Advances in artificial intelligence (AI) have expanded its role in editorial workflows, including manuscript screening. However, its application in peer review raises ethical, scientific, and pro...