No photo of TAO TAN

TAO TAN

Associate Professor

Calculated based on number of publications stored in Pure and citations from Scopus
20112024

Research activity per year

Filter
Conference contribution

Search results

  • 2024

    A Hybrid Supervised Fusion Deep Learning Framework for Microscope Multi-Focus Images

    Yang, Q., Chen, H., Jiang, M., Wang, M., Zhang, J., Sun, Y. & Tan, T., 2024, Advances in Computer Graphics - 40th Computer Graphics International Conference, CGI 2023, Proceedings. Sheng, B., Bi, L., Kim, J., Magnenat-Thalmann, N. & Thalmann, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 210-221 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14498 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image

    Jiang, M., You, C., Wang, M., Zhang, H., Gao, Z., Wu, D. & Tan, T., 2024, Advances in Computer Graphics - 40th Computer Graphics International Conference, CGI 2023, Proceedings. Sheng, B., Bi, L., Kim, J., Magnenat-Thalmann, N. & Thalmann, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-308 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14495).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • IvyGPT: InteractiVe Chinese Pathway Language Model in Medical Domain

    Wang, R., Duan, Y., Lam, C. T., Chen, J., Xu, J., Chen, H., Liu, X., Pang, P. C. I. & Tan, T., 2024, Artificial Intelligence - Third CAAI International Conference, CICAI 2023, Revised Selected Papers. Fang, L., Pei, J., Zhai, G. & Wang, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 378-382 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14474 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2023

    Accelerated Search for KNN-Based Ceramics with Large Piezoelectric Constants Using Machine Learning Methods

    Hu, H., Yang, J., Yan, K., Tan, T. & Wu, D., 2023, IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis

    Han, L., Zhang, T., Huang, Y., Dou, H., Wang, X., Gao, Y., Lu, C., Tan, T. & Mann, R., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 45-55 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14229 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Citation (Scopus)
  • DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms Using Self-adversarial Learning

    Wang, X., Tan, T., Gao, Y., Han, L., Zhang, T., Lu, C., Beets-Tan, R., Su, R. & Mann, R., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 57-67 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Few-Shot Image Semantic Segmentation based on Contextual Information Encoding Strategy

    Chen, H., Zhou, X., Nie, X., Tong, T. & Tan, T., 2023, Proceedings - 2023 Asia Conference on Advanced Robotics, Automation, and Control Engineering, ARACE 2023. Institute of Electrical and Electronics Engineers Inc., p. 41-48 8 p. (Proceedings - 2023 Asia Conference on Advanced Robotics, Automation, and Control Engineering, ARACE 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Improved YOLOX Framework for Automatic Large Intracranial Artery Stenosis Detection in Digital Subtraction Angiography Images

    Xu, W., Yang, H., Tan, T., Liu, W., Gao, F., Deng, Y., Pan, X. & Su, R., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2326-2331 6 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement

    Dong, Y., Liu, X., Gao, Y., Zhou, X., Tan, T. & Zhai, G., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 1088-1097 10 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation

    Tan, T. & Dong, Q., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 21307-21316 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-Based Hierarchical Fusion Network with Attention Mechanism

    Zhang, T., Han, L., D’Angelo, A., Wang, X., Gao, Y., Lu, C., Teuwen, J., Beets-Tan, R., Tan, T. & Mann, R., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 79-88 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction Based on Semi-supervised Contrastive Learning

    Han, L., Huang, Y., Tan, T. & Mann, R., 2023, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Revised Selected Papers. Bakas, S., Baid, U., Baheti, B., Crimi, A., Malec, S., Pytlarz, M., Zenk, M. & Dorent, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 49-58 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14092 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2022

    Autonomous Learning Rate Optimization for Deep Learning

    Dong, X., Tan, T., Potter, M., Tsai, Y. C., Kumar, G., Saripalli, V. R. & Trafalis, T., 2022, Learning and Intelligent Optimization - 16th International Conference, LION 16 2022, Revised Selected Papers. Simos, D. E., Rasskazova, V. A., Archetti, F., Kotsireas, I. S. & Pardalos, P. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 292-305 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13621 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • EfficientNet-YOLOv5: Improved YOLOv5 Based on EfficientNet Backbone for Object Detection on Marine Microalgae

    Wang, R., Li, Y., Duan, Y. & Tan, T., 2022, 6th IEEE International Conference on Universal Village, UV 2022. Institute of Electrical and Electronics Engineers Inc., (6th IEEE International Conference on Universal Village, UV 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Research on inertial navigation component measurement and control system

    Xu, Y., Tan, T. & Ma, C., 2022, Proceedings - 2022 18th International Conference on Computational Intelligence and Security, CIS 2022. Institute of Electrical and Electronics Engineers Inc., p. 428-431 4 p. (Proceedings - 2022 18th International Conference on Computational Intelligence and Security, CIS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • RGA-Unet: An improved U-net segmentation model based on residual grouped convolution and convolutional block attention module for brain tumor MRI image segmentation

    Xun, S., Zhang, Y., Duan, S., Chen, H., Wang, M., Chen, J. & Tan, T., 21 Oct 2022, CSSE 2022 - 2022 5th International Conference on Computer Science and Software Engineering: Conference Proceedings. Association for Computing Machinery, p. 319-324 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Towards Idea Mining: Problem-Solution Phrase Extraction from Text

    Liu, H., Brailsford, T., Goulding, J., Maul, T., Tan, T. & Chaudhuri, D., 2022, Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Proceedings. Chen, W., Yao, L., Cai, T., Pan, S., Shen, T. & Li, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13726 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    Deep-learning-based segmentation of organs-at-risk in the head for MR-assisted radiation therapy planning

    Ruskó, L., Capala, M. E., Czipczer, V., Kolozsvári, B., Deák-Karancsi, B., Czabány, R., Gyalai, B., Tan, T., Végváry, Z., Borzasi, E., Együd, Z., Kószó, R., Paczona, V., Fodor, E., Bobb, C., Cozzini, C., Kaushik, S., Darázs, B., Verduijn, G. M., Pearson, R., & 6 othersMaxwell, R., McCallum, H., Hernandez Tamames, J. A., Hideghéty, K., Petit, S. F. & Wiesinger, F., 2021, BIOIMAGING 2021 - 8th International Conference on Bioimaging; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021. Douplik, A., Fred, A. & Gamboa, H. (eds.). SciTePress, p. 31-43 13 p. (BIOIMAGING 2021 - 8th International Conference on Bioimaging; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • Pristine Annotations-Based Multi-modal Trained Artificial Intelligence Solution to Triage Chest X-Ray for COVID-19

    Tan, T., Das, B., Soni, R., Fejes, M., Ranjan, S., Szabo, D. A., Melapudi, V., Shriram, K. S., Agrawal, U., Rusko, L., Herczeg, Z., Darazs, B., Tegzes, P., Ferenczi, L., Mullick, R. & Avinash, G., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-334 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12907 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Citation (Scopus)
  • 2020

    Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs

    Sun, Y., Kommers, D., Tan, T., Wang, W., Long, X., Shan, C., Van Pul, C., Aarts, R. M., Andriessen, P. & De With, P. H. N., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113144B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2019

    A dual stream network for tumor detection in hyperspectral images

    Weijtmans, P. J. C., Shan, C., Tan, T., Brouwer De Koning, S. G. & Ruers, T. J. M., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1256-1259 4 p. 8759566. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    23 Citations (Scopus)
  • Automatic and Continuous Discomfort Detection for Premature Infants in a NICU Using Video-Based Motion Analysis

    Sun, Y., Kommers, D., Wang, W., Joshi, R., Shan, C., Tan, T., Aarts, R. M., Van Pul, C., Andriessen, P. & De With, P. H. N., 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. 5995-5999 5 p. 8857597. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    20 Citations (Scopus)
  • Cancer detection in mass spectrometry imaging data by recurrent neural networks

    Zanjani, F. G., Panteli, A., Zinger, S., Sommen, F. V. D., Tan, T., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., De Bruin, D. M. & De With, P. H. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 674-678 5 p. 8759571. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Citations (Scopus)
  • Local to global learning: Gradually adding classes for training deep neural networks

    Cheng, H., Lian, D., Deng, B., Gao, S., Tan, T. & Geng, Y., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 4743-4751 9 p. 8953203. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Citations (Scopus)
  • Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss

    Yang, H., Shan, C., Tan, T., Kolen, A. F. & de With, P. H. N., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 263-271 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11768 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    12 Citations (Scopus)
  • 2018

    An improved U-net architecture for simultaneous arteriole and venule segmentation in fundus image

    Xu, X., Tan, T. & Xu, F., 2018, Medical Image Understanding and Analysis - 22nd Conference, Proceedings. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Springer Verlag, p. 333-340 8 p. (Communications in Computer and Information Science; vol. 894).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    18 Citations (Scopus)
  • 2016

    Automated linking of suspicious findings between automated 3D breast ultrasound volumes

    Gubern-Mérida, A., Tan, T., Van Zelst, J., Mann, R. M. & Karssemeijer, N., 2016, Medical Imaging 2016: Computer-Aided Diagnosis. Tourassi, G. D. & Armato, S. G. (eds.). SPIE, 97850N. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9785).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Novel morphological features for non-mass-like breast lesion classification on DCE-MRI

    Razavi, M., Wang, L., Tan, T., Karssemeijer, N., Linsen, L., Frese, U., Hahn, H. K. & Zachmann, G., 2016, Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Wang, L., Suk, H-I., Shi, Y., Adeli, E. & Wang, Q. (eds.). Springer Verlag, p. 305-312 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • 2014

    Automatic nipple detection on 3D images of an automated breast ultrasound system (ABUS)

    Moghaddam, M. J., Tan, T., Karssemeijer, N. & Platel, B., 2014, Medical Imaging 2014: Image Processing. SPIE, 903405. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9034).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Chest-wall segmentation in automated 3D breast ultrasound images using thoracic volume classification

    Tan, T., Van Zelst, J., Zhang, W., Mann, R. M., Platel, B. & Karssemeijer, N., 2014, Medical Imaging 2014: Computer-Aided Diagnosis. SPIE, 90351Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9035).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • 2013

    Finding lesion correspondences in different views of automated 3D breast ultrasound

    Tan, T., Platel, B., Hicks, M., Mann, R. M. & Karssemeijer, N., 2013, Medical Imaging 2013: Computer-Aided Diagnosis. 86701N. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8670).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • 2012

    Detection of breast cancer in automated 3D breast ultrasound

    Tan, T., Platel, B., Mus, R. & Karssemeijer, N., 2012, Medical Imaging 2012: Computer-Aided Diagnosis. 831505. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8315).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • 2011

    Classification of breast lesions in automated 3D breast ultrasound

    Tan, T., Huisman, H., Platel, B., Grivegnee, A., Mus, R. & Karssemeijer, N., 2011, Medical Imaging 2011: Computer-Aided Diagnosis. 79630X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7963).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Citations (Scopus)
Your message has successfully been sent.
Your message was not sent due to an error.