Non-invasive detection and classification of skin cancer from visual and cross-sectional images. - Nikhil J. Dhinagar; Mehmet Celenk (ISABEL, 2011)

Cancerous Lesion Detection from Nevoscope Skin Surface Images via Parametric Color Clustering. - Nikhil J. Dhinagar; Ivan Glasgo; Mehmet Celenk; Mehmet Ali Akinlar (CCPR, 2012)

Analysis of regularity in skin pigmentation and vascularity by an optimized feature space for early cancer classification. - Nikhil J. Dhinagar; Mehmet Celenk (BMEI, 2014)

Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption. - Dimitris Stripelis; Hamza Saleem; Tanmay Ghai; Nikhil J. Dhinagar; Umang Gupta; Chrysovalantis Anastasiou; Greg Ver Steeg; Srivatsan Ravi; Muhammad Naveed 001; Paul M. Thompson; José Luis Ambite (CoRR, 2021)

Lifestyle Factors That Promote Brain Structural Resilience in Individuals with Genetic Risk Factors for Dementia. - Elizabeth Haddad; Shayan Javid; Nikhil J. Dhinagar; Alyssa H. Zhu; Pradeep Lam; Iyad Ba Gari; Arpana Gupta; Paul M. Thompson; Talia M. Nir; Neda Jahanshad (MLCN@MICCAI, 2022)

Towards Sparsified Federated Neuroimaging Models via Weight Pruning. - Dimitris Stripelis; Umang Gupta; Nikhil J. Dhinagar; Greg Ver Steeg; Paul M. Thompson; José Luis Ambite (DeCaF/FAIR@MICCAI, 2022)

Secure Federated Learning for Neuroimaging. - Dimitris Stripelis; Umang Gupta; Hamza Saleem; Nikhil J. Dhinagar; Tanmay Ghai; Rafael Sanchez; Chrysovalantis Anastasiou; Armaghan Asghar; Greg Ver Steeg; Srivatsan Ravi; Muhammad Naveed 001; Paul M. Thompson; et al. (CoRR, 2022)

Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI. - Nikhil J. Dhinagar; Vignesh Santhalingam; Katherine E. Lawrence; Emily Laltoo; Paul M. Thompson (EMBC, 2023)

Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection. - Nikhil J. Dhinagar; Sophia I. Thomopoulos; Emily Laltoo; Paul M. Thompson (EMBC, 2023)

Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study. - Leila Nabulsi; Bramsh Qamar Chandio; Nikhil J. Dhinagar; Emily Laltoo; Genevieve McPhilemy; Fiona M. Martyn; Brian Hallahan; Colm McDonald; Paul M. Thompson; Dara M. Cannon (EMBC, 2023)

Evaluating Fiber Orientation Dispersion Measures Computed From Single-Shell Diffusion MRI. - Julio E. Villalon-Reina; Talia M. Nir; Elnaz Nourollahimoghadam; Nikhil J. Dhinagar; Neda Jahanshad; Paul M. Thompson; Rafael Neto Henriques (EMBC, 2023)

Curriculum Based Multi-Task Learning for Parkinson's Disease Detection. - Nikhil J. Dhinagar; Conor Owens-Walton; Emily Laltoo; Christina P. Boyle; Yao-Liang Chen; Philip A. Cook; Corey McMillan; Chih-Chien Tsai; Jiun-Jie Wang; Yih-Ru Wu; Ysbrand D. van der Werf; Paul M. Thompson (ISBI, 2023)

Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models. - Umang Gupta; Tamoghna Chattopadhyay; Nikhil J. Dhinagar; Paul M. Thompson; Greg Ver Steeg (ISBI, 2023)

Unsupervised harmonization of brain MRI using 3D CycleGANs and its effect on brain age prediction. - Dheeraj Komandur; Umang Gupta; Tamoghna Chattopadhyay; Nikhil J. Dhinagar; Sophia I. Thomopoulos; Jiu-Chiuan Chen; Dan Beavers; Greg Ver Steeg; Paul M. Thompson (SIPAIM, 2023)

Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models. - Umang Gupta; Tamoghna Chattopadhyay; Nikhil J. Dhinagar; Paul M. Thompson; Greg Ver Steeg; Alzheimer's Disease Neuroimaging Initiative (CoRR, 2023)

Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis. - Nikhil J. Dhinagar; Amit Singh; Saket Ozarkar; Ketaki Buwa; Sophia I. Thomopoulos; Conor Owens-Walton; Emily Laltoo; Yao-Liang Chen; Philip A. Cook; Corey McMillan; Chih-Chien Tsai; Jiun-Jie Wang; et al. (CoRR, 2023)

Counterfactual MRI Generation with Denoising Diffusion Models for Interpretable Alzheimer's Disease Effect Detection. - Nikhil J. Dhinagar; Sophia I. Thomopoulos; Emily Laltoo; Paul M. Thompson (EMBC, 2024)

A federated learning architecture for secure and private neuroimaging analysis. - Dimitris Stripelis; Umang Gupta; Hamza Saleem; Nikhil J. Dhinagar; Tanmay Ghai; Chrysovalantis Anastasiou; Rafael Sanchez; Greg Ver Steeg; Srivatsan Ravi; Muhammad Naveed 001; Paul M. Thompson; José Luis Ambite (Patterns, 2024)