Pamela Ventola

发表

Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence Screening

Juntang Zhuang, Nicha C. Dvornek, Qingyu Zhao, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results

Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, 2020, Medical Image Anal..

Autonomously detecting interaction with an affective robot to explore connection to developmental ability

Brian Scassellati, Pamela Ventola, Quan Wang, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Improving social skills in children with ASD using a long-term, in-home social robot

Brian Scassellati, Pamela Ventola, Laura Boccanfuso, 2018, Science Robotics.

Identifying Autism from Resting-State fMRI Using Long Short-Term Memory Networks

Nicha C. Dvornek, Pamela Ventola, James S. Duncan, 2017, MLMI@MICCAI.

2-Channel convolutional 3D deep neural network (2CC3D) for fMRI analysis: ASD classification and feature learning

Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

Juntang Zhuang, Pamela Ventola, Dustin Scheinost, 2020, bioRxiv.

Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging pdf

Nicha C. Dvornek, Pamela Ventola, James S. Duncan, 2018, ArXiv.

Invertible Network for Classification and Biomarker Selection for ASD

Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, 2019, MICCAI.

Selection of Eye-Tracking Stimuli for Prediction by Sparsely Grouped Input Variables for Neural Networks: towards Biomarker Refinement for Autism

Pamela Ventola, Beibin Li, Linda Shapiro, 2020, ETRA.

Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection

Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, 2019, Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging.

Prediction of Pivotal response treatment outcome with task fMRI using random forest and variable selection

Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Combining phenotypic and resting-state fMRI data for autism classification with recurrent neural networks

Nicha C. Dvornek, Pamela Ventola, James S. Duncan, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Estimating Reproducible Functional Networks Associated with Task Dynamics Using Unsupervised LSTMS

Nicha C. Dvornek, Pamela Ventola, James S. Duncan, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Prediction of Severity and Treatment Outcome for ASD from fMRI

Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, 2018, PRIME@MICCAI.

Graph Neural Network for Interpreting Task-fMRI Biomarkers

Yuan Zhou, Juntang Zhuang, Nicha C. Dvornek, 2019, MICCAI.

Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery

Yuan Zhou, Juntang Zhuang, Nicha C. Dvornek, 2019, IPMI.

Sparsely Grouped Input Variables for Neural Networks pdf

Pamela Ventola, Beibin Li, Frederick Shic, 2019, ArXiv.

A Facial Affect Analysis System for Autism Spectrum Disorder

Pamela Ventola, Linda G. Shapiro, Sachin Mehta, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI

Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, 2018, MICCAI.

Learning Generalizable Recurrent Neural Networks from Small Task-fMRI Datasets

Nicha C. Dvornek, Pamela Ventola, James S. Duncan, 2018, MICCAI.

Learning Oculomotor Behaviors from Scanpath

Pamela Ventola, Adham Atyabi, Frederick Shic, 2021, ICMI.

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

Juntang Zhuang, Nicha C. Dvornek, Pamela Ventola, 2021, Medical Image Anal..

Multiple-shooting adjoint method for whole-brain dynamic causal modeling

Sekhar Tatikonda, Juntang Zhuang, Pamela Ventola, 2021, IPMI.

Improvements in Social and Adaptive Functioning Following Short-Duration PRT Program: A Clinical Replication

Pamela Ventola, Kevin A. Pelphrey, Fred Volkmar, 2014, Journal of Autism and Developmental Disorders.