M.S. Ramaiah Medical College

Explainable Machine Learning with Optimized Tree-Based Models and Statistical Validation for Data-Driven Wear Prediction of Carburized and Non-Carburized Engineering Steels

Accurate prediction of wear behavior in steel materials is essential for enhancing component durability and optimizing manufacturing processes. This study presents a comparative data-driven framework for wear prediction using Decision Tree (DT), Random Forest (RF), and a Physics-...

The role of pulmonary rehabilitation in improving quality of life among patients with Chronic Obstructive Pulmonary Disease (COPD) in India: a scoping review

Abstract Background Chronic Obstructive Pulmonary Disease (COPD) is a significant public health challenge, particularly in low- and middle-income countries, where it remains underdiagnosed and poorly managed. In India, barriers such as limited awareness, constrained diagnostic ac...

Inpatient outcomes after acute ischemic stroke in patients with leukemia: A retrospective observational cohort study

Abstract: INTRODUCTION: Leukemia is associated with a greater risk of stroke due to increased hypercoagulability and introduction of treatment modalities that increase the risk of thrombosis. METHODS: Using the 2015–2022 National Inpatient Sample database, a retrospective observa...

Evaluation of β-catenin Expression by Immunohistochemistry in Colorectal Adenoma and Carcinoma and its Correlation with Pathological Prognostic Factors.

Background & Objective: Colorectal carcinoma (CRC) is a significant contributor to global morbidity and mortality. Identifying molecular markers for predicting CRC outcomes is crucial. β-Catenin plays a key role in the Wnt signaling pathway and acts as an essential membrane prote...

Upper Thoracic Spinal Cord Transection Without Vertebral Column Injury Following Blunt Trauma

Abstract Spinal cord transection without vertebral injury is exceedingly rare in adults. We report a 63-year-old man who sustained a road traffic accident and presented with ASIA (American Spinal Injury Association) grade A paraplegia. Magnetic resonance imaging (MRI) demonstrate...

Infra-clavicular approach to posterior cord brachial plexus schwannoma

Background: Brachial plexus schwannoma arising from the posterior cord is pretty rare. Approach to these tumors is not standardized. Case Description: A young male presenting with pain radiating along the left shoulder and subtle weakness of left shoulder abduction had a moderate...