National Institute of Technical Teachers’ Training and Research

Protocol for an Anatomy-Constrained Simulation Framework for DXA-Grounded Osteoporosis Screening

Opportunistic osteoporosis screening from conventional radiographs could identify patients who maybenefit from confirmatory dual-energy X-ray absorptiometry (DXA), but development is constrained bylimited paired radiograph-DXA data and under-representation of clinically important...

Experimental evaluation and machine learning-based prediction of bituminous concrete performance using the Marshall method

This study evaluated Bituminous Concrete (BC) mixes using Viscosity-Graded (VG) bitumen (VG10, VG30, VG40) through the Marshall method, analyzing stability, flow, voids, unit weight, and Voids Filled with Bitumen (VFB). A total of 48 specimens were tested, and machine learning mo...