Daragh Heitzman

According to our database, Daragh Heitzman authored at least 8 papers between 2015 and 2022.

Collaborative distances:

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

2022

Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data.

Divya Ramamoorthy, Kristen Severson, Soumya Ghosh, Karen Sachs, Emily G. Baxi, Alyssa N. Coyne, Elizabeth Mosmiller, Lindsey Hayes, Aianna Cerezo, Omar Ahmad, Promit Roy, Steven Zeiler, John W. Krakauer, Jonathan Li, Aneesh Donde, Nhan Huynh, Miriam Adam, Brook T. Wassie, Alexander LeNail, Natasha Leanna Patel-Murray, Yogindra Raghav, Velina Kozareva, Stanislav Tsitkov, Tobias Ehrenberger, Julia A. Kaye, Leandro Lima, Stacia K. Wyman, Edward Vertudes, Naufa Amirani, Krishna Raja, Reuben Thomas, Ryan G. Lim, Ricardo Miramontes, Jie Wu, Vineet Vaibhav, Andrea Matlock, Vidya Venkatraman, Ronald Holewenski, Niveda Sundararaman, Rakhi Pandey, Danica-Mae Manalo, Aaron Frank, Loren Ornelas, Lindsey Panther, Emilda Gomez, Erick Galvez, Daniel Pérez, Imara Meepe, Susan Lei, Louis Pinedo, Chunyan Liu, Ruby Moran, Dhruv Sareen, Barry Landin, Carla Agurto, Guillermo A. Cecchi, Raquel Norel, Sara Thrower, Sarah Luppino, Alanna Farrar, Lindsay Pothier, Hong Yu, Ervin Sinani, Prasha Vigneswaran, Alexander V. Sherman, S. Michelle Farr, Berhan Mandefro, Hannah Trost, Maria G. Banuelos, Veronica Garcia, Michael Workman, Richie Ho, Robert Baloh, Jennifer Roggenbuck, Matthew B. Harms, Carolyn Prina, Sarah Heintzman, Stephen Kolb, Jennifer Stocksdale, Keona Wang, Todd Morgan, Daragh Heitzman, Arish Jamil, Jennifer Jockel-Balsarotti, Elizabeth Karanja, Jesse Markway, Molly McCallum, Tim Miller, Ben Joslin, Deniz Alibazoglu, Senda Ajroud-Driss, Jay C. Beavers, Mary Bellard, Elizabeth Bruce, Nicholas J. Maragakis, Merit E. Cudkowicz, James D. Berry, Terri Thompson, Steven Finkbeiner, Leslie M. Thompson, Jennifer E. Van Eyk, Clive N. Svendsen, Jeffrey D. Rothstein, Jonathan D. Glass, Christina N. Fournier, Alexander Sherman, Christian Lunetta, David Walk, Ghazala Hayat, James Wymer, Kelly Gwathmey, Nicholas Olney, Terry Heiman-Patterson, Ximena Arcila-Londono, Kenneth Faulconer, Ervin Sanani, Alex Berger, Julia Mirochnick, Todd M. Herrington, Kenney Ng, Ernest Fraenkel

Nat. Comput. Sci., 2022

2020

Neural Speech Decoding for Amyotrophic Lateral Sclerosis.

Debadatta Dash, Paul Ferrari, Angel W. Hernandez-Mulero, Daragh Heitzman, Sara G. Austin, Jun Wang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Speech-based Estimation of Bulbar Regression in Amyotrophic Lateral Sclerosis.

Alan Wisler, Kristin Teplansky, Jordan R. Green, Yana Yunusova, Thomas F. Campbell, Daragh Heitzman, Jun Wang

Proceedings of the Eighth Workshop on Speech and Language Processing for Assistive Technologies, 2019

Decoding Speech from Single Trial MEG Signals Using Convolutional Neural Networks and Transfer Learning.

Debadatta Dash, Paul Ferrari, Daragh Heitzman, Jun Wang

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Automatic Early Detection of Amyotrophic Lateral Sclerosis from Intelligible Speech Using Convolutional Neural Networks.

Kwanghoon An, Myung Jong Kim, Kristin Teplansky, Jordan R. Green, Thomas F. Campbell, Yana Yunusova, Daragh Heitzman, Jun Wang

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Towards decoding speech production from single-trial magnetoencephalography (MEG) signals.

Jun Wang, Myung Jong Kim, Angel W. Hernandez-Mulero, Daragh Heitzman, Paul Ferrari

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Towards Automatic Detection of Amyotrophic Lateral Sclerosis from Speech Acoustic and Articulatory Samples.

Jun Wang, Prasanna V. Kothalkar, Beiming Cao, Daragh Heitzman

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Recognizing Dysarthric Speech due to Amyotrophic Lateral Sclerosis with Across-Speaker Articulatory Normalization.

Seongjun Hahm, Daragh Heitzman, Jun Wang

Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, 2015