Clifton Fuller

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Clifton Fuller

Professor

 https://orcid.org/0000-0002-5264-3994

    • 6767 Bertner Ave, Mitchell Basic Science Research Building

      77030 Houston

      United States

    Calculated based on number of publications stored in Pure and citations from Scopus
    20012024

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    • 2023

      Improving Prediction of Late Symptoms using LSTM and Patient-reported Outcomes for Head and Neck Cancer Patients

      Wang, Y., Dijk, L. V., Mohamed, A. S. R., Naser, M., Fuller, C. D., Zhang, X., Marai, G. E. & Canahuate, G., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 292-300 9 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT

      Andrearczyk, V., Oreiller, V., Abobakr, M., Akhavanallaf, A., Balermpas, P., Boughdad, S., Capriotti, L., Castelli, J., Cheze Le Rest, C., Decazes, P., Correia, R., El-Habashy, D., Elhalawani, H., Fuller, C. D., Jreige, M., Khamis, Y., La Greca, A., Mohamed, A., Naser, M., Prior, J. O., & 11 othersRuan, S., Tanadini-Lang, S., Tankyevych, O., Salimi, Y., Vallières, M., Vera, P., Visvikis, D., Wahid, K., Zaidi, H., Hatt, M. & Depeursinge, A., 2023, Head and Neck Tumor Segmentation and Outcome Prediction - 3rd Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Proceedings. Andrearczyk, V., Oreiller, V., Depeursinge, A. & Hatt, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1-30 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13626 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      14 Scopus citations

    • Why is the Winner the Best?

      Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., De Bruijne, M., Depeursinge, A., & 105 othersDorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, M., Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. S., Speidel, S., Sudre, C. H., Van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., García Faura, A., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A. & Maier-Hein, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 19955-19966 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      6 Scopus citations
    • 2022

      Combining Tumor Segmentation Masks with PET/CT Images and Clinical Data in a Deep Learning Framework for Improved Prognostic Prediction in Head and Neck Squamous Cell Carcinoma

      Wahid, K. A., He, R., Dede, C., Mohamed, A. S. R., Abdelaal, M. A., van Dijk, L. V., Fuller, C. D. & Naser, M. A., 2022, Head and Neck Tumor Segmentation and Outcome Prediction - 2nd Challenge, HECKTOR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Andrearczyk, V., Oreiller, V., Hatt, M. & Depeursinge, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 300-307 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13209 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      7 Scopus citations

    • Head and Neck Cancer Primary Tumor Auto Segmentation Using Model Ensembling of Deep Learning in PET/CT Images

      Naser, M. A., Wahid, K. A., van Dijk, L. V., He, R., Abdelaal, M. A., Dede, C., Mohamed, A. S. R. & Fuller, C. D., 2022, Head and Neck Tumor Segmentation and Outcome Prediction - 2nd Challenge, HECKTOR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Andrearczyk, V., Oreiller, V., Hatt, M. & Depeursinge, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 121-133 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13209 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      11 Scopus citations

    • Progression Free Survival Prediction for Head and Neck Cancer Using Deep Learning Based on Clinical and PET/CT Imaging Data

      Naser, M. A., Wahid, K. A., Mohamed, A. S. R., Abdelaal, M. A., He, R., Dede, C., van Dijk, L. V. & Fuller, C. D., 2022, Head and Neck Tumor Segmentation and Outcome Prediction - 2nd Challenge, HECKTOR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Andrearczyk, V., Oreiller, V., Hatt, M. & Depeursinge, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 287-299 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13209 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      10 Scopus citations
    • 2021

      Identifying Symptom Clusters Through Association Rule Mining

      Biggs, M., Floricel, C., Van Dijk, L., Mohamed, A. S. R., David Fuller, C., Marai, G. E., Zhang, X. & Canahuate, G., 2021, Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings. Tucker, A., Henriques Abreu, P., Cardoso, J., Pereira Rodrigues, P. & Riaño, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 491-496 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12721 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      2 Scopus citations

    • Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes

      Wang, Y., Canahuate, G. M., Van Dijk, L. V., Mohamed, A. S. R., Fuller, C. D., Zhang, X. & Marai, G. E., Jul 14 2021, IDEAS 2021 - 25th International Database Applications and Engineering Symposium. Desai, B. C. (ed.). Association for Computing Machinery, p. 273-279 7 p. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      7 Scopus citations

    • Tumor Segmentation in Patients with Head and Neck Cancers Using Deep Learning Based-on Multi-modality PET/CT Images

      Naser, M. A., van Dijk, L. V., He, R., Wahid, K. A. & Fuller, C. D., 2021, Head and Neck Tumor Segmentation - First Challenge, HECKTOR 2020, Held in Conjunction with MICCAI 2020, Proceedings. Andrearczyk, V., Oreiller, V. & Depeursinge, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-98 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12603 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      15 Scopus citations
    • 2020

      Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology

      Wentzel, A., Canahuate, G., Van Dijk, L. V., Mohamed, A. S. R., Fuller, C. D. & Marai, G. E., Oct 2020, Proceedings - 2020 IEEE Visualization Conference, VIS 2020. Institute of Electrical and Electronics Engineers Inc., p. 281-285 5 p. 9331305. (Proceedings - 2020 IEEE Visualization Conference, VIS 2020).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      4 Scopus citations

    • Simultaneously spatial and temporal higher-order total variations for noise suppression and motion reduction in DCE and IVIM

      He, R., Ding, Y., Mohamed, A. S. R., Ng, S. P., Ger, R. B., Elhalawani, H., Elgohari, B. A., Young, K. H., Hutcheson, K. A., Fuller, C. D. & Lai, S. Y., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 2549625. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      2 Scopus citations
    • 2018

      Quantitative image feature variability amongst CT scanners with a controlled scan protocol

      Ger, R. B., Zhou, S., Chi, P. C. M., Goff, D. L., Zhang, L., Lee, H. J., Fuller, C. D., Howell, R. M., Li, H., Jason Stafford, R., Court, L. E. & MacKin, D. S., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 105751O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      5 Scopus citations
    • 2015

      Generalized Q-space MRI reveals macroscopic patterns of tumor architecture in vivo

      Taylor, E. N., Ding, Y., Lin, L., Aninwene, G. E., Hoffman, M. P., Fuller, C. D. & Gilbert, R. J., Jun 2 2015, 2015 41st Annual Northeast Biomedical Engineering Conference, NEBEC 2015. Institute of Electrical and Electronics Engineers Inc., 7117057. (2015 41st Annual Northeast Biomedical Engineering Conference, NEBEC 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2007

      In vivo quantification of human lung dose response relationship

      O'Delf, W., Wang, P., Liu, H., Fuller, D., Schell, M. C. & Okunieff, P., 2007, Medical Imaging 2007: Physiology, Function, and Structure from Medical Images. PART 1 ed. 65110X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6511, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations

    • Robot-assisted platform for intratumoral delivery (RAPID)

      Yu, Y., Podder, T. K., Zhang, Y. D., Ng, W. S., Misic, V., Fu, L., Sherman, J., Fuller, D., Messing, E. M., Rubens, D. J., Strang, J. G. & Brasacchio, R. A., 2007, IFMBE Proceedings. Kim, S. I. & Suh, T. S. (eds.). 1 ed. Springer Verlag, p. 3060-3064 5 p. (IFMBE Proceedings; vol. 14, no. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2006

      Efficacy of prostate stabilizing techniques during brachytherapy procedure

      Sherman, J., Podder, T. K., Misic, V., Fu, L., Fuller, D., Winey, B., Messing, E. M., Rubens, D. J., Strang, J. G., Brasacchio, R. & Yu, Y., 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 563-566 4 p. 4029538. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      3 Scopus citations

    • In-vivo measurement of surgical needle intervention parameters: A pilot study

      Podder, T. K., Sherman, J., Fuller, D., Messing, E. M., Rubens, D. J., Strang, J. G., Brasacchio, R. A. & Yu, Y., 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 3652-3655 4 p. 4029525. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      21 Scopus citations

    • Needle insertion force estimation model using procedure-specific and patient-specific criteria

      Podder, T. K., Sherman, J., Messing, E. M., Rubens, D. J., Fuller, D., Strang, J. G., Brasacchio, R. A. & Yu, Y., 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 555-558 4 p. 4029529. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      27 Scopus citations

    • Robot-assisted prostate brachytherapy

      Yu, Y., Podder, T., Zhang, Y., Ng, W. S., Misic, V., Sherman, J., Fu, L., Fuller, D., Messing, E., Rubens, D., Strang, J. & Brasacchio, R., 2006, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2006 - 9th International Conference, Proceedings. Springer Verlag, p. 41-49 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4190 LNCS - I).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      32 Scopus citations

    • Semi-automated needling and seed delivery device for prostate brachytherapy

      Zhang, Y. D., Podder, T. K., Ng, W. S., Sherman, J., Misic, V., Fuller, D., Messing, E. M., Rubens, D. J., Strang, J. G., Brasacchio, R. & Yu, Y., 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006. p. 1279-1284 6 p. 4058546. (IEEE International Conference on Intelligent Robots and Systems).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      14 Scopus citations
    • 2005

      Effects of velocity modulation during surgical needle insertion

      Podder, T. K., Clark, D. P., Fuller, D., Sherman, J., Ng, W. S., Liao, L., Rubens, D. J., Strang, J. G., Messing, E. M., Zhang, Y. D. & Yu, Y., 2005, Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. Institute of Electrical and Electronics Engineers Inc., p. 5766-5770 5 p. 1615798. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; vol. 7 VOLS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      59 Scopus citations