Research output per year
Research output per year
- 1 - 50 out of 500 results
Search results
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2024
Overcoming health disparities in precision medicine
De La Vega, F. M., Barnes, K. C., Fox, K., Ioannidis, A., Kenny, E., Mathias, R. A. & Pasaniuc, B., 2024, In: Pacific Symposium on Biocomputing. 2024, p. 322-326 5 p.Research output: Contribution to journal › Conference article › peer-review
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2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
Goldblum, M., Souri, H., Ni, R., Shu, M., Prabhu, V., Somepalli, G., Chattopadhyay, P., Ibrahim, M., Bardes, A., Hoffman, J., Chellappa, R., Wilson, A. G. & Goldstein, T., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
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Board 238: Collaborative Research: AGEP FC-PAM: Project ELEVATE (Equity-focused Launch to Empower and Value AGEP Faculty to Thrive in Engineering)
Allen, A. M., Saporu, D., Riedo, E., Anna, S. L., DeAngelo, L., Douglas, A., Felciai, N. F., Khan, N., Kovacevic, J., Marks, S. J., Sanders, W. H., Schlesinger, T. E., Wang, Y., Rohde, J. A., Díaz, C. & Zounlomè, N. O. O., Jun 25 2023, In: ASEE Annual Conference and Exposition, Conference Proceedings.Research output: Contribution to journal › Conference article › peer-review
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Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization
Fazlyab, M., Entesari, T., Roy, A. & Chellappa, R., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
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Continuous-Time Decision Transformer for Healthcare Applications
Zhang, Z., Mei, H. & Xu, Y., 2023, In: Proceedings of Machine Learning Research. 206, p. 6245-6262 18 p.Research output: Contribution to journal › Conference article › peer-review
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Creating and Communicating Effective Safety Protocols in Healthcare
Militello, L. G., Perry, S., Roth, E. M., Gurses, A. P., Stewart, M. & Misasi, P., 2023, In: Proceedings of the Human Factors and Ergonomics Society. 67, 1, p. 639-643 5 p.Research output: Contribution to journal › Conference article › peer-review
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Data Augmentations for Improved (Large) Language Model Generalization
Feder, A., Wald, Y., Shi, C., Saria, S. & Blei, D., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
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Development of Radioprotective Bio-Coatings via Metal-Doping of Melanin Nanoparticles
Waghmode, A., Casadevall, A. & Cordero, R. J. B., 2023, In: Proceedings of the International Astronautical Congress, IAC. 2023-OctoberResearch output: Contribution to journal › Conference article › peer-review
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Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora?
Favaro, A., Cao, T., Thebaud, T., Villalba, J., Butala, A., Dehak, N. & Moro-Velázquez, L., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 2388-2392 5 p.Research output: Contribution to journal › Conference article › peer-review
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DRIMET: Deep Registration for 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue
Bian, Z., Xing, F., Yu, J., Shao, M., Liu, Y., Carass, A., Zhuo, J., Woo, J. & Prince, J. L., 2023, In: Proceedings of Machine Learning Research. 227, p. 134-150 17 p.Research output: Contribution to journal › Conference article › peer-review
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FHIR-Ontop-OMOP: Querying OMOP clinical databases as FHIR-compliant Clinical Knowledge Graphs
Xiao, G., Pfaff, E., Prud'Hommeaux, E., Booth, D., Sharma, D. K., Huo, N., Yu, Y., Zong, N., Ruddy, K. J., Chute, C. G. & Jiang, G., 2023, In: CEUR Workshop Proceedings. 3415, p. 165-166 2 p.Research output: Contribution to journal › Conference article › peer-review
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How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control
Teneggi, J., Tivnan, M., Stayman, J. W. & Sulam, J., 2023, In: Proceedings of Machine Learning Research. 202, p. 33940-33960 21 p.Research output: Contribution to journal › Conference article › peer-review
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Motor control similarity between speakers saying “a souk” using inverse atlas tongue modeling
Maity, U., Xing, F., Prince, J., Stone, M., Georges, E. F., Woo, J. & Fels, S., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 4189-4193 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Multilingual Labels for FoodOn
Thornton, K., Seals-Nutt, K. & Matsuzaki, M., 2023, In: CEUR Workshop Proceedings. 3637Research output: Contribution to journal › Conference article › peer-review
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Polarity Is All You Need to Learn and Transfer Faster
Wang, Q., Powell, M. A., Bridgeford, E. W., Geisa, A. & Vogelstein, J. T., 2023, In: Proceedings of Machine Learning Research. 202, p. 36264-36284 21 p.Research output: Contribution to journal › Conference article › peer-review
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PROSPECTIVE LEARNING: PRINCIPLED EXTRAPOLATION TO THE FUTURE
De Silva, A., Ramesh, R., Ungar, L., Shuler, M. H., Cowan, N. J., Platt, M., Li, C., Isik, L., Roh, S. E., Charles, A., Venkataraman, A., Caffo, B., How, J. J., Kebschull, J. M., Krakauer, J. W., Bichuch, M., Kinfu, K. A., Yezerets, E., Jayaraman, D. & Shin, J. M. & 22 others, , 2023, In: Proceedings of Machine Learning Research. 232, p. 347-357 11 p.Research output: Contribution to journal › Conference article › peer-review
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Risk for Poor Post-Operative Quality of Life Among Wearable Use Subgroups in an All of Us Research Cohort
Soley, N., Song, S., Flaks-Manov, N. & Taylor, C. O., 2023, In: Pacific Symposium on Biocomputing. 2023, p. 31-42 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Session Introduction: Overcoming health disparities in precision medicine
Barnes, K. C., De La Vega, F. M., Bustamante, C. D., Gignoux, C. R., Kenny, E., Mathias, R. A. & Pasaniuc, B., 2023, In: Pacific Symposium on Biocomputing. 2023, p. 181-185 5 p.Research output: Contribution to journal › Conference article › peer-review
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The Value of Out-of-Distribution Data
De Silva, A., Ramesh, R., Priebe, C. E., Chaudhari, P. & Vogelstein, J. T., 2023, In: Proceedings of Machine Learning Research. 202, p. 7366-7389 24 p.Research output: Contribution to journal › Conference article › peer-review
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Utilization of TXA in ASD patients with potential contraindications for TXA does not lead to increased thromboembolic complications: critical information for surgical and anesthesia teams
International Spine Study Group, Sep 2023, In: Spine Journal. 23, 9, p. S163Research output: Contribution to journal › Conference article › peer-review
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2022
Bioluminescence tomography system for in vivo irradiation guidance
Deng, Z., Xu, X., Iordachita, I., Dehghani, H., Zhang, B., Wong, J. W. & Wang, K. K. H., 2022, In: Optics InfoBase Conference Papers. OTu2D.3.Research output: Contribution to journal › Conference article › peer-review
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Deep learning-assisted 3D virtual staining for the study of adipogenesis
Kim, J. H., Liu, Z. & Barman, I., 2022, In: Optics InfoBase Conference Papers. JTu7B.3.Research output: Contribution to journal › Conference article › peer-review
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Effect of Light Source Motion on Photoacoustic Image Quality and Safety
Arroyo, J., Graham, M. T., Gonzalez, E. A., Zhao, L. & Lediju Bell, M. A., 2022, In: Optics InfoBase Conference Papers. JW5B.44.Research output: Contribution to journal › Conference article › peer-review
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Enriching Unsupervised User Embedding via Medical Concepts
Huang, X., Dernoncourt, F. & Dredze, M., 2022, In: Proceedings of Machine Learning Research. 174, p. 63-78 16 p.Research output: Contribution to journal › Conference article › peer-review
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Implementing a New FHIR RDF Specification for Semantic Clinical Data Using a JSONLD- based Approach
Sharma, D. K., Prud'Hommeaux, E., Booth, D., Peterson, K. J., Stone, D. J., Solbrig, H., Xiao, G., Pfaff, E. & Jiang, G., 2022, In: CEUR Workshop Proceedings. 3127, p. 82-86 5 p.Research output: Contribution to journal › Conference article › peer-review
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Matching Food Items with FoodOn Identifiers in a Knowledge Base
Thornton, K., Seals-Nutt, K. & Matsuzaki, M., 2022, In: CEUR Workshop Proceedings. 3249Research output: Contribution to journal › Conference article › peer-review
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MiCS: Near-linear Scaling for Training Gigantic Model on Public
Zhang, Z., Zheng, S., Wang, Y., Chiu, J., Karypis, G., Chilimbi, T., Li, M. & Jin, X., 2022, In: Proceedings of the VLDB Endowment. 16, 1, p. 37-50 14 p.Research output: Contribution to journal › Conference article › peer-review
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Photoacoustic Image Formation and Surgical Guidance with Machine Learning
Lediju Bell, M. A., 2022, In: Optics InfoBase Conference Papers. FW7A.1.Research output: Contribution to journal › Conference article › peer-review
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Protection against space radiation with the use of fungi - multipurpose use of mushrooms
Gulacsi, E., Stupar, D. I. & Cordero, R., 2022, In: Proceedings of the International Astronautical Congress, IAC. 2022-SeptemberResearch output: Contribution to journal › Conference article › peer-review
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Semiparametric Causal Sufficient Dimension Reduction of Multidimensional Treatments
Nabi, R., McNutt, T. & Shpitser, I., 2022, In: Proceedings of Machine Learning Research. 180, p. 1445-1455 11 p.Research output: Contribution to journal › Conference article › peer-review
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SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG
Craley, J., Johnson, E., Jouny, C., Hsu, D., Ahmed, R. & Venkataraman, A., 2022, In: Proceedings of Machine Learning Research. 172, p. 261-281 21 p.Research output: Contribution to journal › Conference article › peer-review
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Ultra-sensitive single pixel bioluminescence tomography for in vivo cell tracking
Tong, Z., Deng, Z. & Wang, K. K. H., 2022, In: Optics InfoBase Conference Papers. JTu3A.45.Research output: Contribution to journal › Conference article › peer-review
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2021
3D histology of tissue using vibrating microtome block-face imaging and MUSE microscopy (3D MUSE)
Fereidouni, F., Wood, L., Kiemen, A., Abraham, T., Wu, P. H., Wirtz, D. & Levenson, R., 2021, In: Optics InfoBase Conference Papers. NW3C.4.Research output: Contribution to journal › Conference article › peer-review
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A beamformer-independent method to predict photoacoustic visual servoing system failure from a single image frame
Gonzalez, E. A., Assis, F., Chrispin, J. & Bell, M. A. L., 2021, In: IEEE International Ultrasonics Symposium, IUS.Research output: Contribution to journal › Conference article › peer-review
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A mesoscopic oblique plane microscopy (OPM) platform for centimeter scale volumetric imaging
Shao, W., Kilic, K., Yin, W., Wirak, G., Qin, X., Feng, H., Boas, D., Gabel, C. V. & Yi, J., 2021, In: Optics InfoBase Conference Papers. BM3B.1.Research output: Contribution to journal › Conference article › peer-review
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A method to estimate the spatial coherence of photoacoustic channel data without access to channel data
Kempski, K. M., Gubbi, M. R. & Bell, M. A. L., 2021, In: IEEE International Ultrasonics Symposium, IUS.Research output: Contribution to journal › Conference article › peer-review
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Applications of koopman mode analysis to neural networks
Mohr, R., Fonoberova, M., Manojlović, I., Andrejčuk, A., Drmač, Z., Kevrekidis, Y. & Mezić, I., 2021, In: CEUR Workshop Proceedings. 2964, 182.Research output: Contribution to journal › Conference article › peer-review
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Evaluating Model Robustness and Stability to Dataset Shift
Subbaswamy, A., Adams, R. & Saria, S., 2021, In: Proceedings of Machine Learning Research. 130, p. 2611-2619 9 p.Research output: Contribution to journal › Conference article › peer-review
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Extending CohereNet to Retain Physical Features when Classifying Benign or Malignant Breast Masses
Wiacek, A., Dehak, N. & Lediju Bell, M. A., 2021, In: IEEE International Ultrasonics Symposium, IUS.Research output: Contribution to journal › Conference article › peer-review
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Guiding Multi-Step Rearrangement Tasks with Natural Language Instructions
Stengel-Eskin, E., Hundt, A., He, Z., Murali, A., Gopalan, N., Gombolay, M. & Hager, G., 2021, In: Proceedings of Machine Learning Research. 164, p. 1486-1501 16 p.Research output: Contribution to journal › Conference article › peer-review
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High-throughput retinal oxygen mapping by phosphorescence scanning laser ophthalmoscopy
Guan, Z., Zhang, Z., Vinogradov, S. & Yi, J., 2021, In: Optics InfoBase Conference Papers. OM1E.5.Research output: Contribution to journal › Conference article › peer-review
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Human-Centered Design and Research in Deprescribing
Holden, R. J., Hill, J. R., Campbell, N. L., Xiao, Y., Gurses, A. P., Chen, H. Y. W. & Chui, M. A., 2021, In: Proceedings of the Human Factors and Ergonomics Society. 65, 1, p. 398-402 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Introducing wikifcd: Many food composition tables in a single knowledge base
Thornton, K., Seals-Nutt, K. & Matsuzaki, M., 2021, In: CEUR Workshop Proceedings. 2969Research output: Contribution to journal › Conference article › peer-review
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Iterative Fluence Compensation and Spectral Unmixing for Spectroscopic Photoacoustic Imaging
Wu, Y., Kang, J., Lesniak, W. G., Pomper, M. G. & Boctor, E. M., 2021, In: IEEE International Ultrasonics Symposium, IUS.Research output: Contribution to journal › Conference article › peer-review
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Minimally-invasive lensless computational microendoscopy leveraging modal decomposition
Metais, S., Li, J., Shin, J., MacFarlane, N., Alemohammad, M., Harraz, M., Foster, A. C. & Foster, M. A., 2021, In: Optics InfoBase Conference Papers. SW2D.6.Research output: Contribution to journal › Conference article › peer-review
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Partial Identifiability in Discrete Data With Measurement Error
Finkelstein, N., Adams, R., Saria, S. & Shpitser, I., 2021, In: Proceedings of Machine Learning Research. 161, p. 1798-1808 11 p.Research output: Contribution to journal › Conference article › peer-review
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Path Signature Area-Based Causal Discovery in Coupled Time Series
Glad, W. & Woolf, T., 2021, In: Proceedings of Machine Learning Research. 160, p. 21-38 18 p.Research output: Contribution to journal › Conference article › peer-review
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Photoacoustic Necrotic Region Mapping for Radiofrequency Ablation Guidance
Gao, S., Ashikaga, H., Mansi, T., Halperin, H. R. & Zhang, H. K., 2021, In: IEEE International Ultrasonics Symposium, IUS.Research output: Contribution to journal › Conference article › peer-review
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Quantifying the impact of breast density on the lag-one coherence of hypoechoic masses
Wiacek, A., Oluyemi, E., Myers, K., Ambinder, E. & Bell, M. A. L., 2021, In: IEEE International Ultrasonics Symposium, IUS.Research output: Contribution to journal › Conference article › peer-review
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Simultaneous diffuse optical and bioluminescence tomography to improve source localization
Bentley, A., Xu, X., Deng, Z., Rowe, J. E., Wang, K. K. H. & Dehghani, H., 2021, In: Optics InfoBase Conference Papers. EM3C.6.Research output: Contribution to journal › Conference article › peer-review