Institute of Clinical and Translational Sciences (ICTS)

2024

6D single-fluorogen orientation-localization microscopy for elucidating the architecture of beta-sheet assemblies and biomolecular condensates

Wu, T., Zhou, W., Rudra, J. S., Pappu, R. V. & Lew, M. D., 2024, High-Speed Biomedical Imaging and Spectroscopy IX. Tsia, K. K. & Goda, K. (eds.). SPIE, 1285302. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12853).

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

Advancing Volumetric Breast Density Segmentation: A Deep Learning Approach with Digital Breast Tomosynthesis

Doiphode, N., Ahluwalia, V. S., Mankowski, W. C., Cohen, E. A., Pati, S., Pantalone, L., Bakas, S., Brooks, A., Vachon, C. M., Conant, E. F., Gastounioti, A. & Kontos, D., 2024, 17th International Workshop on Breast Imaging, IWBI 2024. Giger, M. L., Whitney, H. M., Drukker, K. & Li, H. (eds.). SPIE, 131740O. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13174).

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

A RIEMANNIAN-BASED JOINT DESIGN FRAMEWORK OF MIMO RADAR TRANSMIT WAVEFORM AND RECEIVE FILTER VIA INFORMATION THEORY

Li, J., Huang, Y., Wu, Q. & Nehorai, A., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9831-9835 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

1 Scopus citations

Beyond Mammographic Density: A Computational Imaging Approach to Identify Effects of Early Adulthood Adiposity on Breast Parenchymal Tissue Patterns in Premenopausal Women

Gupta, S. D., Getz, K., Lopez, J. H., Bennett, D., Toriola, A. T. & Gastounioti, A., 2024, Medical Imaging 2024: Computer-Aided Diagnosis. Chen, W. & Astley, S. M. (eds.). SPIE, 1292722. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12927).

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

Breast density assessment via deep learning: Head-to-head model comparisons in full-field digital mammograms and synthetic mammograms

Anant, K., Lopez, J. H., Gupta, S. D., Bennett, D. L. & Gastounioti, A., 2024, Medical Imaging 2024: Computer-Aided Diagnosis. Chen, W. & Astley, S. M. (eds.). SPIE, 129270C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12927).

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

Can patient-specific acquisition protocol improve performance on defect detection task in myocardial perfusion SPECT?

Choi, N. R., Rahman, M. A., Yu, Z., Siegel, B. A. & Jha, A. K., 2024, Medical Imaging 2024: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R., Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 129290O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12929).

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

CODEX and H&E Imaging: Cell Type Mapping, Analysis, and Visualization Pipeline

Maragall, J. A., Lucarelli, N., Naglah, A., Border, S., Winfree, S., Laszik, Z., Eadon, M., El-Achkar, T. M., Jain, S. & Sarder, P., 2024, Medical Imaging 2024: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 129330W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12933).

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

Computational Integration of CODEX and Brightfield Histology for Cell Annotation using Deep Learning

Lucarelli, N., Laszik, Z., Winfree, S., El-Achkar, T. M., Eadon, M., Jain, S. & Sarder, P., 2024, Medical Imaging 2024: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 129331F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12933).

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

Contrastive learning: Big Data Foundations and Applications

Tripathi, S. & King, C. R., Jan 4 2024, CODS-COMAD 2024 - Proceedings of 7th Joint International Conference on Data Science and Management of Data. Association for Computing Machinery, p. 493-497 5 p. (ACM International Conference Proceeding Series).

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

Open Access

1 Scopus citations

Deep learning-based ROI detection of AEH and EC on histopathology WSIs for predicting hormonal treatment response

Kahaki, S., Hagemann, I. S., Cha, K. H., Trindade, C., Petrick, N., Kostelecky, N., Borden, L. E., Atwi, D., Fung, K. M. & Chen, W., 2024, Medical Imaging 2024: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 129330S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12933).

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

Design and fabrication of universal resolution targets for microsphere-assisted microscopy

Abbasian, V., Awan, K. M. & Darafsheh, A., 2024, Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXXI. Brown, T. G., Wilson, T. & Waller, L. (eds.). SPIE, 128480D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12848).

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

Differentiating tumor specimens by polarimetric speckle pattern analysis

Abbasian, V., Farzam Rad, V., Shamshiripour, P., Ahmadvand, D. & Darafsheh, A., 2024, Optical Interactions with Tissue and Cells XXXV. Linz, N., Bixler, J. N. & Walsh, A. J. (eds.). SPIE, 1284004. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12840).

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

Drosophila melanogaster heart tube segmentation in optical coherence tomography through an attention LSTM U-Net model

Ouyang, X., Matt, A., Wang, F., Gracheva, E. & Zhou, C., 2024, Diagnostic and Therapeutic Applications of Light in Cardiology 2024. Marcu, L., van Soest, G. & Bourantas, C. (eds.). SPIE, 128190W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12819).

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

Dynamic X-ray Flux Modulation of Inverse-Geometry CT

Shen, L., Windsor, H., Zhou, S., Jiang, H. & Zhang, T., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 1292540. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

Echocardiogram image segmentation and cardiac adipose tissue estimation using spectral analysis and deep learning

Cuellar, J. R., Gillette, L., Dinh, V., Woodard, P., Burri, M. & Klingensmith, J. D., 2024, Medical Imaging 2024: Ultrasonic Imaging and Tomography. Boehm, C. & Bottenus, N. (eds.). SPIE, 129320C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12932).

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

4 Scopus citations

Elastic Scheduling for Harmonic Task Systems

Sudvarg, M., Li, A., Wang, D., Baruah, S., Buhler, J., Gill, C., Zhang, N. & Ekberg, P., 2024, Proceedings - 2024 IEEE 30th Real-Time and Embedded Technology and Applications Symposium, RTAS 2024. Institute of Electrical and Electronics Engineers Inc., p. 334-347 14 p. (Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS).

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

2 Scopus citations

Evaluating and Improvi g the Performance and Racial Fairness of Algori ims for GFR Estimation

Zhang, L., Kim, T., Richter, L. R. & Hripcsak, G., 2024, Proceedings - 2024 IEEE 1st International Conference on Artificial Intelligence for Medicine, Health and Care, AIMHC 2024. Institute of Electrical and Electronics Engineers Inc., p. 251-257 7 p. (Proceedings - 2024 IEEE 1st International Conference on Artificial Intelligence for Medicine, Health and Care, AIMHC 2024).

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

Open Access

Evaluating the performance of a large field-of-view wearable diffuse optical tomography system during motion

DeVore, H. E., Agato, A. S., Hamic, W. T., O’Sullivan, A. C., Hedlund, M. J., Rafferty, S., Svoboda, C. F., Trobaugh, J. W., Eggebrecht, A. T., Richter, E. J. & Culver, J. P., 2024, Neural Imaging and Sensing 2024. Luo, Q., Ding, J. & Fu, L. (eds.). SPIE, 128280B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12828).

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

Fast and Accurate MEG Source Localization using Deep Learning

Wang, H., Feng, S., Zhang, Q., Kim, Y. J., Savukov, I., Yang, L. & Lin, Y., 2024, Medical Imaging 2024: Physics of Medical Imaging. Fahrig, R., Sabol, J. M. & Li, K. (eds.). SPIE, 129254E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12925).

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

HLS Taking Flight: Toward Using High-Level Synthesis Techniques in a Space-Borne Instrument

Sudvarg, M., Zhao, C., Htet, Y., Konst, M., Lang, T., Song, N., Chamberlain, R. D., Buhler, J. & Buckley, J. H., May 7 2024, Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024. Association for Computing Machinery, Inc, p. 115-125 11 p. (Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024).

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

1 Scopus citations

Investigating chemotherapy effects on peripheral nerve elasticity

Cheburkanov, V., Du, J., Berezin, M. Y. & Yakovlev, V. V., 2024, Visualizing and Quantifying Drug Distribution in Tissue VIII. Chan, K. F. & Evans, C. L. (eds.). SPIE, 1282109. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12821).

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

Medical Image Classification Using Self-Supervised Learning-Based Masked Autoencoder

Fan, Z., Wang, Z., Gong, P., Lee, C. U., Tang, S., Zhang, X., Hao, Y., Zhang, Z., Song, P., Chen, S. & Li, H., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129260G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

Modification of Oximeter Ratio to Reduce Pigmentation Bias in Pulse Oximetry

Arefin, M. S., Shmuylovich, L. & Patil, C. A., 2024, Design and Quality for Biomedical Technologies XVII. Vargas, G., Hwang, J. & Pfefer, T. J. (eds.). SPIE, 1283303. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12833).

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

Quantitative phase microscopy by a glass microsphere and plate

Abbasian, V. & Darafsheh, A., 2024, Quantitative Phase Imaging X. Liu, Y. & Park, Y. (eds.). SPIE, 128520E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12852).

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

The Advanced Particle-astrophysics Telescope (APT): Computation in Space

Buckley, J. H., Buhler, J. & Chamberlain, R. D., May 7 2024, Proceedings of the 21st ACM International Conference on Computing Frontiers 2024 Workshops and Special Sessions, CF 2024 Companion. Association for Computing Machinery, Inc, p. 122-127 6 p. (Proceedings of the 21st ACM International Conference on Computing Frontiers 2024 Workshops and Special Sessions, CF 2024 Companion).

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

Transformer-based classifier with feature aggregation for cancer subtype classification on histopathological images

Zhang, C., Fan, Z., Wang, Z., Sun, L., Hao, Y., Zhang, Z., Thorstad, W., Gay, H., Wang, X., Anastasio, M. A. & Li, H., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 1292633. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).

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

Understanding the Technical Implementation of a Clinical Decision Support SmartApp: A Qualitative Analysis

Hobensack, M., Withall, J., Cato, K., Dykes, P., Lowenthal, G., Cho, S., Ivory, C., Yen, P. Y. & Rossetti, S., Jan 25 2024, MEDINFO 2023 - The Future is Accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). IOS Press BV, p. 1382-1383 2 p. (Studies in Health Technology and Informatics; vol. 310).

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

Open Access

2023

1 Milliwatt Pumped Error-Free 38 GBaud Wavelength Conversion with AlGaAs Microresonators of 1 GHz Intrinsic Linewidth

Lu, X., Kim, C., Kong, D., Chen, N., Chen, Y., Oxenlowe, L. K., Yvind, K., Zhang, X., Yang, L., Pu, M. & Xu, J., 2023, 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023. Institute of Electrical and Electronics Engineers Inc., (2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings, ACP/POEM 2023).

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

3D motion tracking using optical coherence tomography based on circular scan patterns

Hao, S., Amaral, M. M. & Zhou, C., 2023, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXVII. Izatt, J. A. & Fujimoto, J. G. (eds.). SPIE, 1236717. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12367).

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

5-HT2A Receptor Agonism Changes Neuronal Network Activity and Disrupts Neurovascular Coupling in Mice

Padawer-Curry, J., Siegel, J. S., McCall, J. G., Nicol, G. E. & Bauer, A. Q., 2023, Optics and the Brain, BRAIN 2023. Optical Society of America, BTu2B.3. (Optics and the Brain, BRAIN 2023).

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

Abdominal CT pancreas segmentation using multi-scale convolution with aggregated transformations

Yang, J., Marcus, D. S. & Sotiras, A., 2023, Medical Imaging 2023: Computer-Aided Diagnosis. Iftekharuddin, K. M. & Chen, W. (eds.). SPIE, 124651R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12465).

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

ADVANCED CONCEPT OF EFFICIENT USE OF TRANSFORMERS LEVERAGING THE DYNAMIC THERMAL RATING TECHNOLOGY

Souvent, A., Rot, M., Gradnik, T., Spec, A., Koprivc, P., Petrovič, N., Omahen, G. & Kosec, G., 2023, 27th International Conference on Electricity Distribution, CIRED 2023. Institution of Engineering and Technology, p. 2586-2590 5 p.

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

A Generalized-Moment Method for Control-Affine Ensemble Systems

Kuan, Y. H., Ning, X. & Li, J. S., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 1654-1659 6 p. (Proceedings of the IEEE Conference on Decision and Control).

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

A Generative-Discriminative Deep Learning Approach to Classify Radiology Reports based on the Presence of Follow Up Recommendations

Xiao, P., Yu, X., Mintz, A., Wang, J., Mokkarala, M., Narra, V. R., Marcus, D. S., Bierhals, A. J. & Sotiras, A., 2023, Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications. Park, B. J. & Yoshida, H. (eds.). SPIE, 124690P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12469).

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

An auxiliary attention-based network for joint classification and localization of breast tumor on ultrasound images

Fan, Z., Gong, P., Zhang, X., Wang, Z., Hao, Y., Song, P., Chen, S. & Li, H., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246406. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

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

2 Scopus citations

An Iterative Approach to Optimal Control Design for Oscillator Networks

Singhal, B., Vu, M., Zeng, S. & Li, J. S., 2023, 2023 American Control Conference, ACC 2023. Institute of Electrical and Electronics Engineers Inc., p. 3466-3471 6 p. (Proceedings of the American Control Conference; vol. 2023-May).

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

1 Scopus citations

A reconfigurable, additively manufactured vibrotactile stimulation device for chronic pain

Adams, J., Demarest, P., Donovan, K., Brunner, P., Burton, H., Haroutounian, S., Leuthardt, E. & Gorlewicz, J., 2023, Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023. American Society of Mechanical Engineers, v001t04a012. (Proceedings of the 2023 Design of Medical Devices Conference, DMD 2023).

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

Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation

Xue, B., Said, A. S., Xu, Z., Liu, H., Shah, N., Yang, H., Payne, P. & Lu, C., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5360-5371 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

3 Scopus citations

A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT

Rahman, A., Yu, Z., Siegel, B. A. & Jha, A. K., 2023, Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 1246719. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12467).

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

4 Scopus citations

Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data

Zhang, X., Landsness, E. C., Culver, J. P., Lee, J.-M. & Anastasio, M. A., 2023, Neural Imaging and Sensing 2023. Luo, Q., Ding, J. & Fu, L. (eds.). SPIE, 123650B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12365).

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

Open Access

1 Scopus citations

A Universal Platform for Exceptional-Point Enhanced Optical Sensing

Mao, W., Fu, Z., Li, Y. & Yang, L., 2023, Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. Optical Society of America, (Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023).

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

Automated Reference Kidney Histomorphometry using a Panoptic Segmentation Neural Network Correlates to Patient Demographics and Creatinine

Ginley, B., Lucarelli, N., Zee, J., Jain, S., Han, S. S., Rodrigues, L., Wong, M. L., Jen, K. Y. & Sarder, P., 2023, Medical Imaging 2023: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 124711R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12471).

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

2 Scopus citations

A Whole Head Ultra-High Density Diffuse Optical Tomography System for Naturalistic and Resting State Functional Human Brain Mapping

Fogarty, M., Rafferty, S. M., O’Sullivan, A. C., Svoboda, C. F., Markow, Z. E., Richter, E. J., George, T., King, K., Wilhelm, D., Tripathy, K., Trobaugh, J. W., Eggebrecht, A. T. & Culver, J. P., 2023, Optics and the Brain, BRAIN 2023. Optical Society of America, BM2B.5. (Optics and the Brain, BRAIN 2023).

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

Cervical Cancer Tumor Delineation for Brachytherapy Using Diffusion Weighted Images

Gach, H. M., Mackey, S. L., Kim, T., Zoberi, J. E., Garcia-Ramirez, J., Grigsby, P. W., Markovina, S. S. & Lin, A., 2023, Advances in Systems Engineering - Proceedings of the 30th International Conference on Systems Engineering, ICSEng 2023. Selvaraj, H., Chmaj, G. & Zydek, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 114-122 9 p. (Lecture Notes in Networks and Systems; vol. 761 LNNS).

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

Characterization of age-related follicle changes in mice ovaries using optical coherence tomography

Amaral, M., Sun, A., Li, Y., Ren, C., Truong, A., Jiao, Z., Wang, P. & Zhou, C., 2023, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXVII. Izatt, J. A. & Fujimoto, J. G. (eds.). SPIE, 123670X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12367).

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

1 Scopus citations

Data-Efficient Inference of Nonlinear Oscillator Networks

Singhal, B., Vu, M., Zeng, S. S. & Li, J. S., Jul 1 2023, IFAC-PapersOnLine. Ishii, H., Ebihara, Y., Imura, J.-I. & Yamakita, M. (eds.). 2 ed. Elsevier B.V., p. 10089-10094 6 p. (IFAC-PapersOnLine; vol. 56, no. 2).

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

Open Access

1 Scopus citations

Deep learning-based end-to-end scan-type classification, pre-processing, and segmentation of clinical neuro-oncology studies

Chakrabarty, S., Abidi, S. A., Mousa, M., Mokkarala, M., Kelsey, M., LaMontagne, P., Sotiras, A. & Marcus, D. S., 2023, Medical Imaging 2023: Imaging Informatics for Healthcare, Research, and Applications. Park, B. J. & Yoshida, H. (eds.). SPIE, 124690N. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12469).

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

Open Access

Deep Learning Driven Light-Based Motor Mapping of Multiple Limb Movements in Mice Reveals Behaviorally Relevant Movements

Khanal, N., Padawer-Curry, J., Schulte, K., Voss, T., Bice, A. R., Lee, J. M. & Bauer, A. Q., 2023, Optics and the Brain, BRAIN 2023. Optical Society of America, BTu1B.5. (Optics and the Brain, BRAIN 2023).

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

Deep-Supervised Adversarial Learning-based Classification For Digital Histologic Images

Wang, Z., Fan, Z., Sun, L., Hao, Y., Gay, H. A., Thorstad, W. L., Wang, X. & Li, H., 2023, Medical Imaging 2023: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 124711V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12471).

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

1 Scopus citations

Detecting Mental Disorders with Wearables: A Large Cohort Study

Dai, R., Kannampallil, T., Kim, S., Thornton, V., Bierut, L. & Lu, C., May 9 2023, Proceedings - 8th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2023. Association for Computing Machinery, p. 39-51 13 p. (ACM International Conference Proceeding Series).

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

Open Access

3 Scopus citations

Institute of Clinical and Translational Sciences (ICTS)

Research output

Search results