Hugo Botha

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Dimensionality Reduction

Clinical Workflow

Transfer Learning

Top Venues

Publications

Ryota Satoh, Farwa Ali, Hugo Botha, Val J. Lowe, Keith A. Josephs, Jennifer L. Whitwell
F-Flortaucipir tau PET and quantitative susceptibility mapping in progressive supranuclear palsy. NeuroImage 286 (2024)
Daniela A. Wiepert, Rene L. Utianski, Joseph R. Duffy, John L. Stricker, Leland R. Barnard, David T. Jones, Hugo Botha
Exploring transfer learning for pathological speech feature prediction: Impact of layer selection. CoRR (2024)
Leland Barnard, Farwa Ali, Hugo Botha, David T. Jones
SparCA: Sparse Compressed Agglomeration for Feature Extraction and Dimensionality Reduction. CoRR (2023)
Hagen Soltau, Izhak Shafran, Alex Ottenwess, Joseph R. Duffy, Rene L. Utianski, Leland R. Barnard, John L. Stricker, Daniela A. Wiepert, David T. Jones, Hugo Botha
Detecting Speech Abnormalities with a Perceiver-based Sequence Classifier that Leverages a Universal Speech Model. CoRR (2023)
Daniela A. Wiepert, Rene L. Utianski, Joseph R. Duffy, John L. Stricker, Leland Barnard, Keith A. Josephs, Jennifer L. Whitwell, David T. Jones, Hugo Botha
Not All Errors Are Created Equal: Evaluating The Impact of Model and Speaker Factors on ASR Outcomes in Clinical Populations. ASRU (2023)
Hagen Soltau, Izhak Shafran, Alex Ottenwess, Joseph R. Duffy, Rene L. Utianski, Leland R. Barnard, John L. Stricker, Daniela A. Wiepert, David T. Jones, Hugo Botha
Detecting Speech Abnormalities With a Perceiver-Based Sequence Classifier that Leverages a Universal Speech Model. ASRU (2023)
Daniela A. Wiepert, Bradley A. Malin, Joseph R. Duffy, Rene L. Utianski, John L. Stricker, David T. Jones, Hugo Botha
Risk of re-identification for shared clinical speech recordings. CoRR (2022)
Terry M. Therneau, David S. Knopman, Val J. Lowe, Hugo Botha, Jonathan Graff-Radford, David T. Jones, Prashanthi Vemuri, Michelle M. Mielke, Christopher G. Schwarz, Matthew L. Senjem, Jeffrey L. Gunter, Ronald C. Petersen, Clifford R. Jack Jr.
Relationships between β-amyloid and tau in an elderly population: An accelerated failure time modelww. NeuroImage 242 (2021)
Christopher G. Schwarz, Terry M. Therneau, Stephen D. Weigand, Jeffrey L. Gunter, Val J. Lowe, Scott A. Przybelski, Matthew L. Senjem, Hugo Botha, Prashanthi Vemuri, Kejal Kantarci, Bradley F. Boeve, Jennifer L. Whitwell, Keith A. Josephs, Ronald C. Petersen, David S. Knopman, Clifford R. Jack Jr.
Selecting software pipelines for change in flortaucipir SUVR: Balancing repeatability and group separation. NeuroImage 238 (2021)
Petrice M. Cogswell, Heather J. Wiste, Matthew L. Senjem, Jeffrey L. Gunter, Stephen D. Weigand, Christopher G. Schwarz, Arvin Arani, Terry M. Therneau, Val J. Lowe, David S. Knopman, Hugo Botha, Jonathan Graff-Radford, David T. Jones, Kejal Kantarci, Prashanthi Vemuri, Bradley F. Boeve, Michelle M. Mielke, Ronald C. Petersen, Clifford R. Jack Jr.
Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers. NeuroImage 224 (2021)