Vince Daniel Calhoun

Assistant Professor

1993 …2020

Research output per year

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Research Output

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Conference contribution
2020

Causal brain network in schizophrenia by a two-step Bayesian network analysis

Zhang, A., Zhang, G., Calhoun, V. D. & Wang, Y. P., Jan 1 2020, Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications. Chen, P-H. & Deserno, T. M. (eds.). SPIE, 1131817. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11318).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Imaging epigenetics study of schizophrenia with structure-enforced collaborative regression

Bai, Y., Lian, I., Zhang, X., Liu, A., Calhoun, V. D. & Wang, Y. P., Jan 1 2020, Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications. Chen, P-H. & Deserno, T. M. (eds.). SPIE, 113180F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11318).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

ADHD classification within and cross cohort using an ensembled feature selection framework

Yao, D., Sun, H., Guo, X., Calhoun, V. D., Sun, L. & Sui, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1265-1269 5 p. 8759533. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

C-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data

Jia, C., Akhonda, M. A. B. S., Long, Q., Calhoun, V. D., Waldstein, S. & Adali, T., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692878. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classification as a criterion to select model order for dynamic functional connectivity states in rest-fMRI data

Saha, D. K., Abrol, A., Damaraju, E., Rashid, B., Plis, S. M. & Calhoun, V. D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1602-1605 4 p. 8759146. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks

Qiu, Y., Lin, Q. H., Kuang, L. D., Zhao, W. D., Gong, X. F., Cong, F. & Calhoun, V. D., Jan 1 2019, Advances in Neural Networks – ISNN 2019 - 16th International Symposium on Neural Networks, ISNN 2019, Proceedings. Tang, H., Wang, Z. & Lu, H. (eds.). Springer Verlag, p. 540-547 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11555 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Disjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data

Akhonda, M. A. B. S., Long, Q., Bhinge, S., Calhoun, V. D. & Adali, T., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8693045. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Extraction of co-expressed discriminative features of schizophrenia in imaging epigenetics framework

Bai, Y., Pascal, Z., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improved estimation of dynamic connectivity from resting-state fMRI data

Cai, B., Stephen, J. M., Wilson, T. W., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Joint Gaussian copula model for mixed data with application to imaging epigenetics study of schizophrenia

Zhang, A., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and Applications. Bak, P. R. & Chen, P-H. (eds.). SPIE, 109540R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10954).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multimodal Data Fusion of Deep Learning and Dynamic Functional Connectivity Features to Predict Alzheimer's Disease Progression

Abrol, A., Fu, Z., Du, Y. & Calhoun, V. D., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4409-4413 5 p. 8856500. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multimodal neuroimaging patterns associated with social responsiveness impairment in autism: A replication study

Li, T., Fu, Z., Liu, X., Qi, S., Calhoun, V. D. & Sui, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 409-413 5 p. 8759460. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phase fMRI reveals sparser function connectivity than magnitude fMRI

Chen, Z. & Calhoun, V., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prediction of progression to Alzheimer's disease with deep infomax

Fedorov, A., Hjelm, R. D., Abrol, A., Fu, Z., Du, Y., Plis, S. & Calhoun, V. D., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834630. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sample Augmentation for Classification of Schizophrenia Patients and Healthy Controls Using ICA of fMRI Data and Convolutional Neural Networks

Niu, Y. W., Lin, Q. H., Qiu, Y., Kuang, L. D. & Calhoun, V. D., Dec 2019, 10th International Conference on Intelligent Control and Information Processing, ICICIP 2019. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. 9012169. (10th International Conference on Intelligent Control and Information Processing, ICICIP 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Selection of Efficient Clustering Index to Estimate the Number of Dynamic Brain States from Functional Network Connectivity

Vergara, V. M., Abrol, A., Espinoza, F. A. & Calhoun, V. D., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 632-635 4 p. 8856284. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sparse infomax based on hoyer projection and its application to simulated structural MRI and SNP data

Duan, K., Silva, R. F., Chen, J., Lin, D., Calhoun, V. D. & Liu, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 418-421 4 p. 8759599. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultra-high-order ICA: An exploration of highly resolved data-driven representation of intrinsic connectivity networks (sparse ICNs)

Iraji, A., Faghiri, A., Lewis, N., Fu, Z., Deramus, T., Qi, S., Rachakonda, S., Du, Y. & Calhoun, V., Jan 1 2019, Wavelets and Sparsity XVIII. Van De Ville, D., Van De Ville, D., Papadakis, M. & Lu, Y. M. (eds.). SPIE, 111380I. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11138).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using gradient as a new metric for dynamic connectivity estimation from resting fMRI data

Faghiri, A., Stephen, J. M., Wang, Y. P., Wilson, T. W. & Calhoun, V. D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1805-1808 4 p. 8759523. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Weak Mutual Information between Functional Domains in Schizophrenia

Salman, M. S., Vergara, V. M., Damaraju, E. & Calhoun, V. D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1362-1366 5 p. 8645233. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

A hybrid correlation analysis with application to imaging genetics

Hu, W., Fang, J., Calhoun, V. D. & Wang, Y. P., Jan 1 2018, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579. 1057905

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain functional mapping and network connectivity of reconstructed magnetic susceptibility data

Chen, Z. & Calhoun, V. D., Jan 1 2018, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE, Vol. 10578. 1057803

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain language: Uncovering functional connectivity codes

Vergara, V. M. & Calhoun, V. D., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1309-1312 4 p. 8335565

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to EEG and Fmri Data

Akhonda, M. A. B. S., Levin-Schwartz, Y., Bhinge, S., Calhoun, V. D. & Adali, T., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 2311-2315 5 p. 8462031

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detection of differentially developed functional connectivity patterns in adolescents based on tensor discriminative analysis

Fang, J., Stephen, J., Wilson, T., Calhoun, V. D. & Wang, Y. P., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 10-14 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discriminating ADHD from Healthy Controls Using a Novel Feature Selection Method Based on Relative Importance and Ensemble Learning

Yao, D., Guo, X., Zhao, Q., Liu, L., Cao, Q., Wang, Y., Calhoun, V. D., Sun, L. & Sui, J., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 4632-4635 4 p. 8513155

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic Whole Brain Polarity Regimes Strongly Distinguish Controls from Schizophrenia Patients

Miller, R. L. & Calhoun, V. D., Jul 31 2018, 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018. Institute of Electrical and Electronics Engineers Inc., 8423965

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy

Nielsen, S. F. V., Levin-Schwartz, Y., Vidaurre, D., Adali, T., Calhoun, V. D., Madsen, K. H., Hansen, L. K. & Morup, M., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 2566-2570 5 p. 8462310

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring different impaired speed of genetic-related brain function and structures in schizophrenic progress using multimodal analysis∗

Luo, N., Tian, L., Calhoun, V. D., Chen, J., Lin, D., Vergara, V. M., Rao, S., Zhang, F. & Sui, J., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 4126-4129 4 p. 8513313

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph Modularity and Randomness Measures: A Comparative Study

Vergara, V. M., Yu, Q. & Calhoun, V. D., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 33-36 4 p. 8470322

Research output: Chapter in Book/Report/Conference proceedingConference contribution

High dimensional latent Gaussian copula model for mixed data in imaging genetics

Zhang, A., Fang, J., Calhoun, V. D. & Wang, Y. P., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 105-109 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

In-between and cross-frequency dependence-based summarization of resting-state fMRI data

Yaesoubi, M., Silva, R. F. & Calhoun, V. D., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 93-96 4 p. 8470314

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Integration of network topological features and graph Fourier transform for fMRI data analysis

Wang, J., Calhoun, V. D., Stephen, J. M., Wilson, T. W. & Wang, Y. P., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 92-96 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

IVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data

Bhinge, S., Calhoun, V. D. & Adali, T., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 965-969 5 p. 8461947

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-modal brain connectivity study using deep collaborative learning

Hu, W., Cai, B., Calhoun, V. D. & Wang, Y. P., Jan 1 2018, Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities - 2nd International Workshop, GRAIL 2018 and 1st International Workshop, Beyond MIC 2018 Held in Conjunction with MICCAI 2018, Proceedings. Stoyanov, D., Sotiras, A., Papiez, B., Dalca, A. V., Martel, A., Parisot, S., Ferrante, E., Maier-Hein, L., Sabuncu, M. R., Shen, L. & Taylor, Z. (eds.). Springer Verlag, p. 66-73 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11044 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers

Acar, E., Levin-Schwartz, Y., Calhoun, V. D. & Adali, T., Oct 23 2017, 25th European Signal Processing Conference, EUSIPCO 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 643-647 5 p. 8081286

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive windowing and windowless approaches to estimate dynamic functional brain connectivity

Yaesoubi, M. & Calhoun, V. D., 2017, Wavelets and Sparsity XVII. SPIE, Vol. 10394. 1039411

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A deep-learning approach to translate between brain structure and functional connectivity

Calhoun, V. D., Amin, M. F., Hjelm, D., Damaraju, E. & Plis, S. M., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6155-6159 5 p. 7953339

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A graph theoretical approach for performance comparison of ICA for fMRI analysis

Long, Q., Bhinge, S., Levin-Schwartz, Y., Calhoun, V. D. & Adali, T., May 10 2017, 2017 51st Annual Conference on Information Sciences and Systems, CISS 2017. Institute of Electrical and Electronics Engineers Inc., 7926108

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparison of functional network connectivity and granger causality for resting state fMRI data

Zhang, C., Lin, Q. H., Zhang, C. Y., Hao, Y. G., Gong, X. F., Cong, F. & Calhoun, V. D., 2017, Advances in Neural Networks - ISNN 2017 - 14th International Symposium, ISNN 2017, Proceedings. Springer Verlag, Vol. 10262 LNCS. p. 559-566 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10262 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cooperative learning: Decentralized data neural network

Lewis, N., Plis, S. & Calhoun, V., Jun 30 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 324-331 8 p. 7965872

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decentralized independent vector analysis

Wojtalewicz, N. P., Silva, R. F., Calhoun, V. D., Sarwate, A. D. & Plis, S. M., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 826-830 5 p. 7952271

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diagnosing schizophrenia by integrating genomic and imaging data through network fusion

Deng, S. P., Lin, D., Calhoun, V. D. & Wang, Y. P., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1307-1313 7 p. 7822707

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discriminating bipolar disorder from major depression based on kernel SVM using functional independent components

Gao, S., Osuch, E. A., Wammes, M., Theberge, J., Jiang, T. Z., Calhoun, V. D. & Sui, J., Dec 5 2017, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation method

Yan, W., Plis, S., Calhoun, V. D., Liu, S., Jiang, R., Jiang, T. Z. & Sui, J., Dec 5 2017, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

End-to-end learning of brain tissue segmentation from imperfect labeling

Fedorov, A., Johnson, J., Damaraju, E., Ozerin, A., Calhoun, V. D. & Plis, S., Jun 30 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 3785-3792 8 p. 7966333

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Enforcing co-expression in multimodal regression framework

Zille, P., Calhoun, V. D. & Wang, Y. P., Jan 1 2017, PACIFIC SYMPOSIUM ON BIOCOMPUTING 2017. 212679 ed. World Scientific Publishing Co. Pte. Ltd., p. 105-116 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Flexible large-scale fMRI analysis: A survey

Kim, S. J., Calhoun, V. D. & Adali, T., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6319-6323 5 p. 7953372

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fused estimation of sparse connectivity patterns from rest fMRI

Zille, P., Calhoun, V. D., Stephen, J. M., Wilson, T. W. & Wang, Y. P., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6160-6164 5 p. 7953340

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Group information guided ICA shows more sensitivity to group differences than dual-regression

Salman, M. S., Du, Y., Damaraju, E., Lin, Q. & Calhoun, V. D., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 362-365 4 p. 7950538

Research output: Chapter in Book/Report/Conference proceedingConference contribution