Dmitry Isaev

According to our database, Dmitry Isaev authored at least 6 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scalp surface estimation and head registration using sparse sampling and 3D statistical models.

Oded Schlesinger, Raj Kundu, Dmitry Isaev, Jessica Y. Choi, Stefan M. Goetz, Dennis A. Turner, Guillermo Sapiro, Angel V. Peterchev, J. Matías Di Martino

Comput. Biol. Medicine, 2024

2023

Use of Machine Learning and Computer Vision Methods for Building Behavioral and Electrophysiological Biomarkers for Brain Disorders.

Dmitry Isaev

PhD thesis, 2023

2021

Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers.

William E. Carson IV, Dmitry Yu. Isaev, Samantha Major, Guillermo Sapiro, Geraldine Dawson, David E. Carlson

CoRR, 2021

2020

Attention-Based Network for Weak Labels in Neonatal Seizure Detection.

Dmitry Yu. Isaev, Dmitry Tchapyjnikov, C. Michael Cotten, David Tanaka, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, David E. Carlson

Proceedings of the Machine Learning for Healthcare Conference, 2020

2018

Deep Learning for Quality Control of Subcortical Brain 3D Shape Models.

Dmitry Petrov, Boris A. Gutman, Egor Kuznetsov, Christopher R. K. Ching, Kathryn I. Alpert, Artemis Zavaliangos-Petropulu, Dmitry Isaev, Jessica A. Turner, Theo G. M. van Erp, Lei Wang, Lianne Schmaal, Dick J. Veltman, Paul M. Thompson

Proceedings of the Shape in Medical Imaging, 2018

2017

Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging.

Dmitry Petrov, Boris A. Gutman, Shih-Hua (Julie) Yu, Kathryn I. Alpert, Artemis Zavaliangos-Petropulu, Dmitry Isaev, Jessica A. Turner, Theo G. M. van Erp, Lei Wang, Lianne Schmaal, Dick J. Veltman, Paul M. Thompson

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017