Nicha C. Dvornek, Ph.D. - Publications

Affiliations: 
2012 Biomedical Engineering Yale University, New Haven, CT 

19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Li X, Dvornek NC, Zhuang J, Ventola P, Duncan J. Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection. Proceedings of Spie--the International Society For Optical Engineering. 11317. PMID 33082616 DOI: 10.1117/12.2549451  0.52
2020 Li X, Zhou Y, Dvornek NC, Zhang M, Zhuang J, Ventola P, Duncan JS. Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 625-635. PMID 33043324 DOI: 10.1007/978-3-030-59728-3_61  0.52
2020 Zhang F, Dvornek N, Yang J, Chapiro J, Duncan J. Layer Embedding Analysis in Convolutional Neural Networks for Improved Probability Calibration and Classification. Ieee Transactions On Medical Imaging. PMID 32356739 DOI: 10.1109/TMI.2020.2990625  0.52
2019 Zhuang J, Dvornek NC, Li X, Yang J, Duncan JS. Decision Explanation and Feature Importance for Invertible Networks. ... Ieee International Conference On Computer Vision Workshops. Ieee International Conference On Computer Vision. 2019: 4235-4239. PMID 33024924 DOI: 10.1109/iccvw.2019.00521  0.52
2019 Li X, Dvornek NC, Zhou Y, Zhuang J, Ventola P, Duncan JS. Graph Neural Network for Interpreting Task-fMRI Biomarkers. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11768: 485-493. PMID 32984866 DOI: 10.1007/978-3-030-32254-0_54  0.52
2019 Li X, Dvornek NC, Zhou Y, Zhuang J, Ventola P, Duncan JS. Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery. Information Processing in Medical Imaging : Proceedings of the ... Conference. 11492: 718-730. PMID 32982121 DOI: 10.1007/978-3-030-20351-1_56  0.52
2019 Yang J, Dvornek NC, Zhang F, Chapiro J, Lin M, Duncan JS. Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11765: 255-263. PMID 32377643 DOI: 10.1007/978-3-030-32245-8_29  0.52
2019 Zhuang J, Dvornek NC, Li X, Ventola P, Duncan JS. Invertible Network for Classification and Biomarker Selection for ASD. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11766: 700-708. PMID 32274471 DOI: 10.1007/978-3-030-32248-9_78  0.52
2019 Dvornek NC, Li X, Zhuang J, Duncan JS. Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI. Machine Learning in Medical Imaging. Mlmi (Workshop). 11861: 382-390. PMID 32274470 DOI: 10.1007/978-3-030-32692-0_44  0.52
2019 Zhuang J, Dvornek NC, Zhao Q, Li X, Ventola P, Duncan JS. PREDICTION OF TREATMENT OUTCOME FOR AUTISM FROM STRUCTURE OF THE BRAIN BASED ON SURE INDEPENDENCE SCREENING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 404-408. PMID 32256966 DOI: 10.1109/ISBI.2019.8759156  0.52
2018 Zhuang J, Dvornek NC, Li X, Yang D, Ventola P, Duncan JS. PREDICTION OF PIVOTAL RESPONSE TREATMENT OUTCOME WITH TASK FMRI USING RANDOM FOREST AND VARIABLE SELECTION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 97-100. PMID 33014282 DOI: 10.1109/ISBI.2018.8363531  0.52
2018 Zhuang J, Dvornek NC, Li X, Ventola P, Duncan JS. Prediction of severity and treatment outcome for ASD from fMRI. Predictive Intelligence in Medicine First International Workshop, Prime 2018, Held in Conjunction With Miccai 2018, Granada, Spain, September 16, 2018 : Proceedings. Prime (Workshop) (1st : 2018 : Granada, Spain). 11121: 9-17. PMID 32984867 DOI: 10.1007/978-3-030-00320-3_2  0.52
2018 Li X, Dvornek NC, Zhuang J, Ventola P, Duncan JS. Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 206-214. PMID 32984865 DOI: 10.1007/978-3-030-00931-1_24  0.52
2018 Li X, Dvornek NC, Papademetris X, Zhuang J, Staib LH, Ventola P, Duncan JS. 2-CHANNEL CONVOLUTIONAL 3D DEEP NEURAL NETWORK (2CC3D) FOR FMRI ANALYSIS: ASD CLASSIFICATION AND FEATURE LEARNING. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 1252-1255. PMID 32983370 DOI: 10.1109/isbi.2018.8363798  0.52
2018 Dvornek NC, Yang D, Ventola P, Duncan JS. Learning Generalizable Recurrent Neural Networks from Small Task-fMRI Datasets. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11072: 329-337. PMID 30873514 DOI: 10.1007/978-3-030-00931-1_38  0.52
2018 Dvornek NC, Ventola P, Duncan JS. COMBINING PHENOTYPIC AND RESTING-STATE FMRI DATA FOR AUTISM CLASSIFICATION WITH RECURRENT NEURAL NETWORKS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2018: 725-728. PMID 30288208 DOI: 10.1109/ISBI.2018.8363676  0.52
2017 Dvornek NC, Ventola P, Pelphrey KA, Duncan JS. Identifying Autism from Resting-State fMRI Using Long Short-Term Memory Networks. Machine Learning in Medical Imaging. Mlmi (Workshop). 10541: 362-370. PMID 29104967 DOI: 10.1007/978-3-319-67389-9_42  0.52
2016 Yang D, Pelphrey KA, Sukhodolsky DG, Crowley MJ, Dayan E, Dvornek NC, Venkataraman A, Duncan J, Staib L, Ventola P. Brain responses to biological motion predict treatment outcome in young children with autism. Translational Psychiatry. 6: e948. PMID 27845779 DOI: 10.1038/tp.2016.213  0.52
2016 Venkataraman A, Yang DY, Dvornek N, Staib LH, Duncan JS, Pelphrey KA, Ventola P. Pivotal response treatment prompts a functional rewiring of the brain among individuals with autism spectrum disorder. Neuroreport. PMID 27532879 DOI: 10.1097/WNR.0000000000000662  0.52
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