Muyinatu Bell

Research output

Research output per year 2008 2017 2018 2019 2020 2021 2022 2023 2024

• 95 Conference contribution
• 58 Article
• 9 Conference article
• 6 Review article
• 2 More
  • 1 Comment/debate
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2023

  Application of CohereNet to Photoacoustic Data for Non-Invasive, In Vivo, Subcutaneous Imaging

  Timaná, J., Fernandes, G. S. P., Pavan, T. Z. & Bell, M. A. L., 2023, IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS).

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

  • time lag 100%
  • education 83%
  • clutter 44%
  • beamforming 40%
  • central processing units 34%

• Comparison of Flexible Array with Laparoscopic Transducer for Photoacoustic-Guided Surgery

  Zhang, J., Wiacek, A., Feng, Z., Ding, K. & Lediju Bell, M. A., 2023, Photons Plus Ultrasound: Imaging and Sensing 2023. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1237910. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12379).

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

  • Photoacoustic effect 100%
  • surgery 72%
  • Transducers 65%
  • Surgery 64%
  • transducers 51%

• Computational Modeling Towards Focused Ultrasound Therapy for Spinal Cord Injury: Visualization of Beam Propagation through Patient-Specific Anatomy

  Kumar, A., Tsehay, Y., Gonzalez, E., Kerensky, M. J., Lediju Bell, M. A., Theodore, N., Thakor, N. V. & Manbachi, A., 2023, Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 1246615. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12466).

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

  • spinal cord injuries 100%
  • anatomy 65%
  • Cord 64%
  • Spinal Cord Injuries 50%
  • therapy 50%

• In Silico Demonstrations of the Impact of Wavelength and Skin Tone on Photoacoustic Breast Imaging

  Fernandes, G. S. P., Pavan, T. Z. & Bell, M. A. L., 2023, IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS).

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

  • clutter 100%
  • breast 79%
  • wavelengths 35%
  • melanin 17%
  • systems engineering 13%

• Real-time coherence imaging of suspicious breast masses recommended for aspiration or biopsy

  Sharma, A., Gonzalez, E. A., Ambinder, E., Myers, K., Oluyemi, E. & Bell, M. A. L., 2023, IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS).

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

  • breast 100%
  • time lag 63%
  • vacuum 59%
  • cysts 55%
  • scanners 35%

• Real-time Element Position Tracking of Flexible Array Transducer for Ultrasound Beamforming

  China, D., Feng, Z., Hooshangnejad, H., Sforza, D., Vagdargi, P., Bell, M. A. L., Uneri, A. & Ding, K., 2023, Medical Imaging 2023: Ultrasonic Imaging and Tomography. Boehm, C. & Bottenus, N. (eds.). SPIE, 124700A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12470).

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

  • beamforming 100%
  • Transducers 86%
  • Beamforming 82%
  • Marker 74%
  • Ultrasonics 71%

• Theoretical basis and experimental validation of harmonic coherence-based ultrasound imaging for breast mass diagnosis

  Kokumo, K., Sharma, A., Myers, K., Ambinder, E., Oluyemi, E. & Lediju Bell, M. A., 2023, Medical Imaging 2023: Physics of Medical Imaging. Yu, L., Fahrig, R. & Sabol, J. M. (eds.). SPIE, 124630J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12463).

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

  • breast 100%
  • Ultrasonics 80%
  • Ultrasonography 73%
  • Imaging techniques 72%
  • Breast 72%
• 2022

  A Flexible Array Transducer for Photoacoustic-Guided Surgery

  Zhang, J., Wiacek, A., Gonzalez, E., Feng, Z., Ding, K. & Lediju Bell, M. A., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • surgery 100%
  • transducers 71%
  • ground truth 25%
  • depth measurement 24%
  • viability 19%

• Applications of Ultrasound Image Formation in the Deep Learning Age

  Lediju Bell, M. A., 2022, Emerging Topics in Artificial Intelligence, ETAI 2022. Volpe, G., Pereira, J. B., Brunner, D. & Ozcan, A. (eds.). SPIE, 1220403. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12204).

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

  • Ultrasound Image 100%
  • Ultrasound 79%
  • Beamforming 66%
  • learning 59%
  • Learning 50%

• Binary and Random Inputs to Rapidly Identify Overfitting of Deep Neural Networks Trained to Output Ultrasound Images

  Zhang, J., Wiacek, A. & Bell, M. A. L., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • output 100%
  • ground truth 41%
  • beamforming 33%
  • learning 30%
  • random noise 30%

• COVID-19 feature detection with deep neural networks trained on simulated lung ultrasound B-mode images

  Zhao, L., Fong, T. C. & Bell, M. A. L., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • lungs 100%
  • education 72%
  • consolidation 41%
  • marking 37%
  • ground truth 26%

• Design and optimization of simulated light delivery systems for photoacoustic assessment of peripheral nerve injury

  Graham, M. T., Von Guionneau, N., Tuffaha, S. & Lediju Bell, M. A., 2022, Photons Plus Ultrasound: Imaging and Sensing 2022. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1196012. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11960).

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

  • Photoacoustic effect 100%
  • Peripheral Nerve Injuries 80%
  • nerves 72%
  • Monte Carlo Method 67%
  • delivery 60%

• Distinguishing fluid and solid breast masses with fundamental and harmonic amplitude- and coherence-based ultrasound beamforming

  Sharma, A., Wiacek, A., Oluyemi, E., Myers, K., Ambinder, E. & Bell, M. A. L., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • beamforming 100%
  • breast 89%
  • harmonics 58%
  • fluids 49%
  • clutter 33%

• Impact of skin pigmentation on photoacoustic imaging using linear array transducer: a pilot in vivo study

  Fernandes, G. S. P., Uliana, J. H., Bachmann, L., Carneiro, A. A. O., Bell, M. A. L. & Pavan, T. Z., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • linear arrays 100%
  • clutter 83%
  • transducers 71%
  • melanin 53%
  • beamforming 44%

• Laser Safety for Photoacoustic-Guided Surgery

  Bell, M. A. L., 2022, Microscopy Histopathology and Analytics, Microscopy 2022. Optica Publishing Group (formerly OSA), MM2A.1. (Optics InfoBase Conference Papers).

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

  • Laser safety 100%
  • Photoacoustic effect 90%
  • Surgery 58%
  • Safety 49%
  • Imaging techniques 44%

• Multi-stage investigation of deep neural networks for COVID-19 B-line feature detection in simulated and in vivo ultrasound images

  Frey, B., Zhao, L., Fong, T. C. & Lediju Bell, M. A., 2022, Medical Imaging 2022: Computer-Aided Diagnosis. Drukker, K. & Iftekharuddin, K. M. (eds.). SPIE, 1203308. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033).

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

  • Deep Learning 100%
  • Deep neural networks 70%
  • Ultrasonics 61%
  • Deep learning 51%
  • learning 39%

• Optimization of a dual wavelength atlas technique to differentiate methylene blue from hemoglobin in photoacoustic signals

  Gonzalez, E. A., Graham, C. A. & Lediju Bell, M. A., 2022, Photons Plus Ultrasound: Imaging and Sensing 2022. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 119600A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11960).

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

  • Photoacoustic effect 100%
  • Hemoglobin 89%
  • methylene blue 84%
  • Methylene Blue 75%
  • hemoglobin 75%

• PhocoSpace: An open-source simulation package to implement photoacoustic spatial coherence theory

  Graham, M. T. & Bell, M. A. L., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • simulation 100%
  • equipment specifications 73%
  • time lag 63%
  • transducers 60%
  • geometry 42%

• Predicting Generalized Contrast-to-Noise Ratios in Frame-Averaged Photoacoustic Images

  Gubbi, M. R. & Bell, M. A. L., 2022, IUS 2022 - IEEE International Ultrasonics Symposium. IEEE Computer Society, (IEEE International Ultrasonics Symposium, IUS; vol. 2022-October).

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

  • computer vision 100%
  • predictions 82%
  • computer programs 56%
  • histograms 41%
  • noise reduction 39%
• 2021

  Deep Learning-Based Photoacoustic Visual Servoing: Using Outputs from Raw Sensor Data as Inputs to a Robot Controller

  Gubbi, M. R. & Lediju Bell, M. A., 2021, 2021 IEEE International Conference on Robotics and Automation, ICRA 2021. Institute of Electrical and Electronics Engineers Inc., p. 14261-14267 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2021-May).

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

  • Photoacoustic effect 100%
  • Visual servoing 82%
  • Deep learning 56%
  • Phantoms 50%
  • Robots 40%

• Generalized contrast-to-noise ratio as a metric of photoacoustic image quality

  Kempski, K. M., Graham, M., Wiacek, A., Gubbi, M. & Lediju Bell, M. A., 2021, Photons Plus Ultrasound: Imaging and Sensing 2021. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 116421C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11642).

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

  • Photoacoustic effect 100%
  • Acoustic noise 68%
  • Image quality 59%
  • Noise 58%
  • Calorific Value 33%

• Investigating the effects of compressional and elastic photoacoustic waves to predict transcranial photoacoustic image quality for guidance of minimally invasive neurosurgeries

  Graham, M. T., Dunne, R. A. & Lediju Bell, M. A., 2021, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XIX 2021. Boudoux, C. & Tunnell, J. W. (eds.). SPIE, 116310Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11631).

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

  • Photoacoustic effect 100%
  • Neurosurgery 92%
  • Acoustics 64%
  • Wave 59%
  • Image quality 59%

• Parking sensor-inspired approach to photoacoustic-guided hysterectomy demonstrated with human cadavers

  Wiacek, A., Wang, K. C., Wu, H. & Lediju Bell, M. A., 2021, Photons Plus Ultrasound: Imaging and Sensing 2021. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 116420T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11642).

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

  • parking 100%
  • Photoacoustic effect 98%
  • Parking 67%
  • Ureter 67%
  • Hysterectomy 62%

• Photoacoustic differentiation of cortical from cancellous bone in the lumbar vertebrae of an intact human cadaver to prevent bone breaches during spinal fusion surgeries

  Gonzalez, E., Jain, A. & Lediju Bell, M. A., 2021, Photons Plus Ultrasound: Imaging and Sensing 2021. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1164210. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11642).

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

  • Photoacoustic effect 100%
  • vertebrae 98%
  • Lumbar Vertebrae 79%
  • Spinal Fusion 78%
  • surgery 72%

• Spectral Gap Extrapolation and Radio Frequency Interference Suppression Using 1D UNets

  Nair, A. A., Rangamani, A., Nguyen, L. H., Bell, M. A. L. & Tran, T. D., May 7 2021, 2021 IEEE Radar Conference: Radar on the Move, RadarConf 2021. Institute of Electrical and Electronics Engineers Inc., 9455241. (IEEE National Radar Conference - Proceedings; vol. 2021-May).

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

  • Radio interference 100%
  • Interference suppression 90%
  • Extrapolation 79%
  • Ultra-wideband (UWB) 69%
  • Radar 58%

• Validation of eyelids as acoustic receiver locations for photoacoustic-guided neurosurgery

  Graham, M. T., Creighton, F. X. & Lediju Bell, M. A., 2021, Photons Plus Ultrasound: Imaging and Sensing 2021. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1164228. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11642).

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

  • Acoustic receivers 100%
  • Photoacoustic effect 83%
  • Neurosurgery 77%
  • Eyelids 55%
  • Acoustics 53%
• 2020

  A Conditional Adversarial Network for Single Plane Wave Beamforming

  Wang, Y., Kempski, K., Kang, J. U. & Bell, M. A. L., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251729. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • beamforming 100%
  • plane waves 69%
  • learning 22%
  • ground truth 15%
  • clutter 13%

• Acoustic frequency-based differentiation of photoacoustic signals from surgical biomarkers

  Gonzalez, E. A. & Bell, M. A. L., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251551. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • biomarkers 100%
  • acoustic frequencies 91%
  • methylene blue 49%
  • hemoglobin 44%
  • wavelengths 35%

• A GPU approach to real-time coherence-based photoacoustic imaging and its application to photoacoustic visual servoing

  Gonzalez, E. & Bell, M. A. L., 2020, Photons Plus Ultrasound: Imaging and Sensing 2020. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 1124054. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11240).

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

  • Photoacoustic effect 100%
  • Visual servoing 82%
  • Graphics processing unit 59%
  • Laser safety 55%
  • Safety 54%

• Beamforming with deep learning from single plane wave RF data

  Li, Z., Wiacek, A. & Bell, M. A. L., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251736. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • beamforming 100%
  • learning 91%
  • radio frequencies 72%
  • plane waves 69%
  • decoders 18%

• Challenge on Ultrasound Beamforming with Deep Learning (CUBDL)

  Bell, M. A. L., Huang, J., Hyun, D., Eldar, Y. C., Van Sloun, R. & Mischi, M., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251434. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • beamforming 100%
  • learning 91%
  • plane waves 49%
  • websites 16%
  • data transmission 13%

• Coherence-based beamforming improves the diagnostic certainty of breast ultrasound exams

  Wiacek, A., Oluyemi, E., Myers, K., Mullen, L. & Bell, M. A. L., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251439. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • beamforming 100%
  • breast 89%
  • fluids 27%
  • time lag 12%
  • inclusions 12%

• Improving the detectability of highly coherent targets in short-lag spatial coherence images with multi-line transmission

  Matrone, G., Bell, M. A. L. & Ramalli, A., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251371. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • transmission lines 100%
  • time lag 88%
  • needles 52%
  • gelatins 21%
  • visibility 18%

• Investigation of acoustic windows for photoacoustic imaging of intracranial blood vessels

  Graham, M. T., Creighton, F. X. & Bell, M. A. L., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251506. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • blood vessels 100%
  • sinuses 52%
  • acoustics 48%
  • simulation 23%
  • transducers 19%
  1 Scopus citations

• Listening to the sound of light to guide surgeries

  Lediju Bell, M. A., Sep 14 2020, Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020. Optica Publishing Group (formerly OSA), FW1E.1. (Optics InfoBase Conference Papers).

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

  • Photoacoustic effect 100%
  • Surgery 64%
  • Acoustic waves 50%
  • Imaging techniques 48%

• Multi-task learning for ultrasound image formation and segmentation directly from raw in vivo data

  Bhatt, M., Nair, A. A., Kempski, K. M. & Lediju Bell, M. A., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251553. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • cysts 100%
  • learning 88%
  • breast 28%
  • field of view 25%
  • decision making 18%

• Photoacoustic vision for surgical guidance

  Bell, M. A. L., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251460. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • optical fibers 100%
  • beamforming 78%
  • blood vessels 78%
  • acoustics 76%
  • nerves 75%

• Theoretical predictions of the generalized contrast-to-noise ratio for photoacoustic images

  Gubbi, M. R. & Bell, M. A. L., Sep 7 2020, IUS 2020 - International Ultrasonics Symposium, Proceedings. IEEE Computer Society, 9251750. (IEEE International Ultrasonics Symposium, IUS; vol. 2020-September).

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

  • predictions 100%
  • energy requirements 28%
  • surgery 23%
  • lesions 22%
  • manipulators 18%
• 2019

  A deep learning-based approach to identify in vivo catheter tips during photoacoustic-guided cardiac interventions

  Allman, D., Assis, F., Chrispin, J. & Lediju Bell, M. A., 2019, Photons Plus Ultrasound: Imaging and Sensing 2019. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 108785E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10878).

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

  • Photoacoustic effect 100%
  • Deep Learning 87%
  • Catheters 80%
  • Ionizing Radiation 77%
  • learning 69%
  7 Scopus citations

• A Generative Adversarial Neural Network for Beamforming Ultrasound Images: Invited Presentation

  Nair, A. A., Tran, T. D., Reiter, A. & Bell, M. A. L., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692835. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

  • Beamforming 100%
  • Ultrasonics 86%
  • Phantoms 81%
  • Tissue 65%
  • Neural networks 61%

• CohereNet: A deep learning approach to coherence-based beamforming

  Wiacek, A., Gonzalez, E., Dehak, N. & Lediju Bell, M. A., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 287-290 4 p. 8925879. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

  • beamforming 100%
  • learning 91%
  • time lag 35%
  • bypasses 26%
  • breast 22%

• Deep learning the sound of light to guide surgeries

  Bell, M. A. L., 2019, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVII. Grundfest, W. S. & Mahadevan-Jansen, A. (eds.). SPIE, 108680G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10868).

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

  • Photoacoustic effect 100%
  • Deep Learning 87%
  • Robotics 78%
  • surgery 72%
  • learning 69%

• Deep learning to detect catheter tips in vivo during photoacoustic-guided catheter interventions: Invited Presentation

  Allman, D., Assis, F., Chrispin, J. & Bell, M. A. L., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692864. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

  • Photoacoustic effect 100%
  • Catheters 80%
  • Deep learning 56%
  • Convolutional neural networks 24%
  • Visual servoing 23%
  3 Scopus citations

• Dual-wavelength photoacoustic imaging for guidance of hysterectomy procedures

  Wiacek, A., Wang, K. C., Wu, H. & Bell, M. A. L., 2019, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVIII. Mahadevan-Jansen, A. (ed.). SPIE, 112291D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11229).

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

  • Photoacoustic effect 100%
  • Ureter 68%
  • Hysterectomy 63%
  • Wavelength 55%
  • Uterine Artery 50%
  6 Scopus citations

• GPU implementation of coherence-based photoacoustic beamforming for autonomous visual servoing

  Gonzalez, E., Gubbi, M. R. & Lediju Bell, M. A., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 24-27 4 p. 8925960. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

  • beamforming 100%
  • time lag 71%
  • safety 26%
  • visual tasks 24%
  • signal to noise ratios 23%

• In vivo demonstration of photoacoustic-guided liver surgery

  Kempski, K. M., Wiacek, A., Palmer, J., Graham, M., González, E., Goodson, B., Allman, D., Hou, H., Beck, S., He, J. & Lediju Bell, M. A., 2019, Photons Plus Ultrasound: Imaging and Sensing 2019. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 108782T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10878).

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

  • Photoacoustic effect 100%
  • Liver 76%
  • blood vessels 75%
  • Blood vessels 74%
  • surgery 72%
  4 Scopus citations

• One-Step Deep Learning Approach to Ultrasound Image Formation and Image Segmentation with a Fully Convolutional Neural Network

  Nair, A. A., Tran, T. D., Reiter, A. & Lediju Bell, M. A., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 1481-1484 4 p. 8925836. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

  • learning 100%
  • plane waves 38%
  • signal to noise ratios 37%
  • cysts 33%
  • beamforming 27%

• Photoacoustic image guidance and robotic visual servoing to mitigate fluoroscopy during cardiac catheter interventions

  Graham, M. T., Assis, F., Allman, D., Wiacek, A., Gonzalez, E., Gubbi, M. R., Dong, J., Hou, H., Beck, S., Chrispin, J. & Lediju Bell, M. A., 2019, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVIII. Mahadevan-Jansen, A. (ed.). SPIE, 112291E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11229).

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

  • Photoacoustic effect 100%
  • Cardiac Catheters 92%
  • fluoroscopy 89%
  • Visual servoing 82%
  • Catheters 80%
  4 Scopus citations

• Simultaneous visualization of nerves and blood vessels with multispectral photoacoustic imaging for intraoperative guidance of neurosurgeries

  Graham, M. T., Guo, J. Y. & Lediju Bell, M. A., 2019, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVII. Mahadevan-Jansen, A. & Grundfest, W. S. (eds.). SPIE, 108680R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10868).

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

  • Photoacoustic effect 100%
  • Neurosurgery 92%
  • blood vessels 75%
  • Blood vessels 74%
  • nerves 72%

• Techniques to distinguish the ureter from the uterine artery in photoacoustic-guided hysterectomies

  Wiacek, A., Wang, K. C. & Lediju Bell, M. A., 2019, Photons Plus Ultrasound: Imaging and Sensing 2019. Wang, L. V. & Oraevsky, A. A. (eds.). SPIE, 108785K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10878).

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

  • Photoacoustic effect 100%
  • Uterine Artery 81%
  • arteries 72%
  • Ureter 68%
  • Hysterectomy 63%
  6 Scopus citations