2022
Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment
Jiequan Zhang, Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith Sullivan, Robert Paul, Victor Valcour, Kilian Pohl
Analysis of medical images2022
2021
Contradictory Bayesian Optimization to Quantify Motion Artifact in MRI
Anastasia Butskova, Rain Juhl, Dzenan Zukic, Aashish Chaudhary, Kilian M. Pohl, Qingyu Zhao
Workshop on Predictive Intelligence in Medicine (PRIME)2021
AGQA: a reference for spatio-temporal compositional reasoning
Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala
Conference on Computer Vision and Pattern Recognition (CVPR)2021
Approximate data removal from machine learning models
Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, James Zou
International Conference on Artificial Intelligence and Statistics (AISTATS)2021
Association of excessive alcohol consumption with deviant development of fibrous pathways in frontal brain systems in adolescents
Qingyu Zhao, Edith V. Sullivan, Nicolas Honnorat, Ehsan Adeli, Simon Podhajsky, Michael D. De Bellis, James Voyvodic, Kate B. Nooner, Fiona C. Baker, Ian M. Colrain, Susan F. Tapert, Sandra A. Brown , Wesley K. Thompson, Bonnie J. Nagel, Duncan B. Clark, Adolf Pfefferbaum, Kilian M Pohl
JAMA Psychiatry2021
Go beyond salience maps: train deep models to interpret deep models
Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao
Information processing in medical imaging, Lecture notes in computer science2021
Iterative text-based editing of talking heads using neural retargeting
Xinwei Yao, Ohad Fried, Kayvon Fatahalian, Maneesh Agrawala
ACM transactions on the charts, 2021
Longitudinal correlation analysis for decoding multimodal brain development
Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
Medical Imaging and Computer Assisted Intervention (MICCAI)2021
Longitudinal pooling and consistency regularization to model disease progression from MRIs
Jiahong Ouyang, Qingyu Zhao, Edith V Sullivan, Adolf Pfefferbaum, Susan F Tapert, Ehsan Adeli, Kilian M Pohl
IEEE Journal of Biomedical and Health Informatics2021
Longitudinal self-supervised learning
Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl
Analysis of medical images2021
Metadata normalization
Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli
Conference on Computer Vision and Pattern Recognition (CVPR)2021
Representation disentanglement for multimodal MRI analysis
Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk
Information processing in medical imaging, Lecture notes in computer science2021
Depression risk tripled during COVID-19 pandemic among emerging adults followed over past 8 years
Elisabet Alzueta, Simon Podhajsky, Qingyu Zhao, Susan Tapert, Wesley Thompson, Massimiliano de Zambotti, Dilara Yuksel, Orsolya Kiss, Rena Wang, Laila Volpe, Devin Prouty, Ian Colrain, Duncan Clark, David Goldston, Kate Nooner, Michael De Bellis, Sandra Brown, Bonnie Nagel, Adolf Pfefferbaum, Edith Sullivan, Fiona Baker, Kilian Pohl
Psychological medicine2021
Serverless Cloud SAT Resolution
Alex Ozdemir, Haoze Wu, Clark Barrett
Formal methods in computer-aided design (FMCAD)2021
Longitudinal self-supervised neighborhood integration
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M Pohl
Medical Imaging and Computer Assisted Intervention (MICCAI)2021
Spatio-temporal convolution of the graph for resting-state fMRI analysis
Soham Gadgil, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Ehsan Adeli, Kilian M. Pohl
Medical Imaging and Computer Assisted Intervention (MICCAI)2021
Towards Facilitating Empathetic Conversations in Online Support for Mental Health: A Reinforcement Learning Approach
Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff
Web conference2021
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2020
Assessing the Accuracy of Automatic Speech Recognition for Psychotherapy
Adam Miner, Albert Haque, Jason Fries, Scott Fleming, Denise Wilfley, Terence Wilson, Arnold Milstein, Dan Jurafsky, Bruce Arnow, Stewart Agras, Fei-Fei Li, Nigam Shah
Nature Digital Medicine2020
Chatbots in the fight against the COVID-19 pandemic
Adam Miner, Liliana Laranjo, Baki Kocaballi
Nature Digital Medicine2020
Deep parametric mixtures to model the functional connectome
Nicolas Honnorat, Adolf Pfefferbaum, Edith Sullivan, Kilian Pohl
Workshop on Predictive Intelligence in Medicine (PRIME)2020
Examiners review: how medical death investigators describe suicidal, homicidal, and accidental deaths.
Adam Miner, David Markowitz, Brian Peterson, Benjamin Weston
Health Communication2020
Retouch Cropped Diffusion MRI Using Deep Generative Models
Rafi Ayub, Qingyu Zhao, MJ Meloy, Edith Sullivan, Adolf Pfefferbaum, Ehsan Adeli, Kilian Pohl
Workshop on Predictive Intelligence in Medicine (PRIME)2020
Parallelization techniques for verifying neural networks
Haoze Wu, Alex Ozdemir, Aleksandar Zeljić, Kyle Julian, Ahmed Irfan, Divya Gopinath, Sadjad Fouladi, Guy Katz, Corina Pasareanu, Clark Barrett
Formal Methods in Computer Aided Design (FMCAD), 2020
Representation training with statistical independence to mitigate bias
Ehsan Adeli1, Qingyu Zhao1, Adolf Pfefferbaum1, Edith Sullivan, Fei-Fei Li, Juan Carlos Niebles, Kilian Pohl1
IEEE/CVF Conference on Applications of Computer Vision (WACV)2020
Train confusing-free deep learning models for medical applications
Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
Nature2020
Vid2Player: controllable video sprites that behave and appear like professional tennis players
Haitian Zhang, Cristobal Sciutto, Maneesh Agrawala, Kayvon Fatahlian
ACM transactions on charts2020
Vision-based estimation of MDS-UPDRS gait scores for the assessment of motor severity in Parkinson’s disease
Mandy Lu, Kathleen Poston, Adolf Pfefferbaum, Edith Sullivan, Fei-Fei Li, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli
Medical Imaging and Computer Assisted Intervention (MICCAI)2020
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2019
Key Considerations for Integrating Conversational AI into Psychotherapy
Adam Miner, Nigam Shah, Kim Bullock, Bruce Arnow, Jeremy Bailenson, Jeff Hancock
Frontiers in psychiatry2019
Making AI Forget You: Deleting Data in Machine Learning
Antonio Ginart, Melody Guan, Gregory Valiant, James Zou
International Conference on Machine Learning (ICML)2019
When Command Sets Don’t Match Clinician Workflow: Assessing Practice Patterns in the Electronic Health Record
Ron C. Li, Jason K. Wang, Christopher Sharp, Jonathan H. Chen
BMJ Quality and Safety2019
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