System Design of an Automated Drilling Device for Neurosurgical Applications. - Sriram Marisetty; Pavan Kumar Pothula; Pon Deepika; C. K. Vinay; Vikas Vazhayil; Madhav Rao (ACIRS, 2020)

Autonomous Neuro-Navigation System for Neurosurgical Robotics. - Pon Deepika; Sriram Marisetty; Pavan K; C. K. Vinay; Srikanth T. K; Vikas Vazhayil; Madhav Rao (IEEE SENSORS, 2020)

Surface EMG signal classification for unsupervised musical keyboard learning application. - Sharmila Mani; C. K. Vinay; Pon Deepika; Madhav Rao (IEEE SENSORS, 2020)

Deep Learning based Automated Screening for Intracranial Hemorrhages and GRAD-CAM Visualizations on Non-Contrast Head Computed Tomography Volumes. - Pon Deepika; Prasad Sistla; Ganesh Subramaniam; Madhav Rao (BHI, 2022)

Automated Microsurgical Tool Segmentation and Characterization in Intra-Operative Neurosurgical Videos. - Pon Deepika; Karthik Udupa; Manish Beniwal; Alok Mohan Uppar; Vikas Vazhayil; Madhav Rao (EMBC, 2022)

Introducing SSBD+ Dataset with a Convolutional Pipeline for Detecting Self-Stimulatory Behaviours in Children Using Raw Videos. - Vaibhavi Lokegaonkar; Vijay Jaisankar; Pon Deepika; Madhav Rao; T. K. Srikanth; Sarbani Mallick; Manjit Sodhi (HealthCom, 2023)

Computer Assisted Phase Recognition of Micro-Neurosurgical Intraoperative Videos. - Phani Sriram Vadali; Bhuvan Jayam; Pon Deepika; Madhav Rao; Vikas Vazhayil (CBMS, 2024)

Deep Learning Assisted Anatomical Landmark Segmentation in Endoscopic Third Ventriculostomy Videos. - Pranav Reddy; Madamanchi Prudhvi; Pon Deepika; Vikas Vazhayil; Madhav Rao (DMIP, 2024)

Deep Learning Assisted Phase Recognition in Endoscopic Third Ventriculostomy Procedures. - Agastya Thoppur; Madamanchi Pruritivi; Pon Deepika; Madhav Rao; Vikas Vazhayil (ISBI, 2024)

Automated detection of lacunes in brain MR images using SAM with robust prompts using self-distillation and anatomy-informed priors. - Pon Deepika; Gouri Shanker; Ramanujam Narayanan; Vaanathi Sundaresan (Comput. Biol. Medicine, 2025)