Carlo Maley

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Carlo Maley

Professor

Calculated based on number of publications stored in Pure and citations from Scopus
1993 …2025

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  • 2024

    Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification

    Hnatyshyn, R., Hong, J., Maciejewski, R., Norby, C. & Maley, C. C., May 11 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 727. (Conference on Human Factors in Computing Systems - Proceedings).

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

    Open Access
  • 2022

    Automated Dcis Identification From Multiplex Immunohistochemistry Using Generative Adversarial Networks

    Sobhani, F., Hamidinekoo, A., Hall, A. H., King, L., Marks, J. R., Maley, C., Horlings, H. M., Shelley Hwang, E. & Yuan, Y., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

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

  • DCIS AI-TIL: Ductal Carcinoma In Situ Tumour Infiltrating Lymphocyte Scoring Using Artificial Intelligence

    Hagos, Y. B., Sobhani, F., Castillo, S. P., Hall, A. H., AbdulJabbar, K., Salgado, R., Harmon, B., Gallagher, K., Kilgore, M., King, L. M., Marks, J. R., Maley, C., Horlings, H. M., West, R., Hwang, E. S. & Yuan, Y., 2022, Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - 1st MICCAI Workshop, AIIIMA 2022, and 1st MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Proceedings. Kakileti, S. T., Manjunath, G., Gabrani, M., Rosen-Zvi, M., Braman, N., Schwartz, R. G., Frangi, A. F., Chung, P.-C., Weight, C. & Jagadish, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 164-175 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13602 LNCS).

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

    3 Scopus citations
  • 2021

    Wisdom of the crowd for early detection in barrett's esophagus

    Law, J., Paulson, T. G., Sanchez, C. A., Galipeau, P. C., Jansen, M., Stachler, M. D., Maley, C. C. & Yuan, Y., Apr 13 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 531-535 5 p. 9433763. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    2 Scopus citations
  • 2020

    A multitask deep learning method in simultaneously predicting occult invasive disease in ductal carcinoma in-situ and segmenting microcalcifications in mammography

    Hou, R., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C. C., Hwang, E. S. & Lo, J. Y., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 1131405. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

    2 Scopus citations
  • 2019

    A Dynamical Biomolecular Neural Network

    Moorman, A., Samaniego, C. C., Maley, C. & Weiss, R., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1797-1802 6 p. 9030122. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

    20 Scopus citations

  • Malignant microcalcification clusters detection using unsupervised deep autoencoders

    Hou, R., Ren, Y., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L., Maley, C. C., Shelley Hwang, E. & Lo, J. Y., 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109502Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

    1 Scopus citations
  • 2018

    Improving classification with forced labeling of other related classes: Application to prediction of upstaged ductal carcinoma in situ using mammographic features

    Hou, R., Shi, B., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C., Shelley Hwang, E. & Lo, J. Y., 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 105750R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

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

    1 Scopus citations

  • Learning better deep features for the prediction of occult invasive disease in ductal carcinoma in situ through transfer learning

    Shi, B., Hou, R., Mazurowski, M. A., Grimm, L. J., Ren, Y., Marks, J. R., King, L. M., Maley, C., Hwang, E. S. & Lo, J. Y., 2018, Medical Imaging 2018: Computer-Aided Diagnosis. Mori, K. & Petrick, N. (eds.). SPIE, 105752R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10575).

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

    4 Scopus citations
  • 2017

    Can upstaging of ductal carcinoma in situ be predicted at biopsy by histologic and mammographic features?

    Shi, B., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C., Hwang, E. S. & Lo, J. Y., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 101342X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

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

  • Prediction of occult invasive disease in ductal carcinoma in situ using computer-extracted mammographic features

    Shi, B., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C., Hwang, E. S. & Lo, J. Y., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Petrick, N. A. & Armato, S. G. (eds.). SPIE, 101341I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10134).

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

    3 Scopus citations
  • 1995

    The coevolution of mutation rates

    Maley, C., 1995, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 929. p. 219-233 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 929).

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

    1 Scopus citations