Medical Physics & Engineering

Research output

Research output per year 2014 2019 2020 2021 2022 2023 2024

• 268 Article
• 37 Conference contribution
• 11 Review article
• 8 Chapter
• 15 More
  • 6 Editorial
  • 4 Conference article
  • 3 Comment/debate
  • 2 Letter

Research output per year

Research output per year

Search results

• 2024

  ART2Dose: A comprehensive dose verification platform for online adaptive radiotherapy

  Lin, J., Chen, M., Lai, Y., Trivedi, Z., Wu, J., Foo, T., Gonzalez, Y., Reynolds, R., Park, C., Yan, Y., Godley, A., Jiang, S., Jia, X., Lin, M. H., Pompos, A. & Lu, W., Jan 2024, In: Medical physics. 51, 1, p. 18-30 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Radiotherapy 100%
  • Image-Guided Radiotherapy 80%
  • Workflow 63%
  • Magnetic Resonance Spectroscopy 48%
  • Tomography 29%
  1 Scopus citations

• ASO Visual Abstract: Delta Radiomic Features Predict Resection Margin Status and Overall Survival in Neoadjuvant-Treated Pancreatic Cancer Patients

  Wang, K., Karalis, J. D., Elamir, A., Bifolco, A., Wachsmann, M., Capretti, G., Spaggiari, P., Enrico, S., Balasubramanian, K., Fatimah, N., Pontecorvi, G., Nebbia, M., Yopp, A., Kaza, R., Pedrosa, I., Zeh, H., Polanco, P., Zerbi, A., Wang, J., Aguilera, T., & 1 othersLigorio, M., Apr 1 2024, In: Annals of Surgical Oncology. 31, 4, p. 2664-2665 2 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Beyond Acceptable: The Vital Role of Medical Physicists in Ensuring High-Quality Treatment Plans

  Lin, M. H., Olsen, L., Kavanaugh, J. A., Jacqmin, D., Lobb, E., Yoo, S., Berry, S. L., Pichardo, J. C., Cardenas, C. E., Roper, J., Kirk, M., Cheung, J. P., Solberg, T. D., Moore, K. L. & Kim, M., Jan 1 2024, In: Practical Radiation Oncology. 14, 1, p. 6-9 4 p.

  Research output: Contribution to journal › Editorial › peer-review
  1 Scopus citations

• BIOGUIDE-X: A First-in-Human Study of the Performance of Positron Emission Tomography-Guided Radiation Therapy

  Vitzthum, L. K., Surucu, M., Gensheimer, M. F., Kovalchuk, N., Han, B., Pham, D., Chang, D., Shirvani, S. M., Aksoy, D., Maniyedath, A., Narayanan, M., Da Silva, A. J., Mazin, S., Feghali, K. A. A., Iyengar, P., Dan, T., Pompos, A., Timmerman, R., Öz, O., Cai, B., & 1 othersGarant, A., Apr 1 2024, In: International Journal of Radiation Oncology Biology Physics. 118, 5, p. 1172-1180 9 p.

  Research output: Contribution to journal › Article › peer-review

  • radiation therapy 100%
  • Positron-Emission Tomography 92%
  • positrons 88%
  • tomography 78%
  • Radiotherapy 69%
  1 Scopus citations

• Definitive radiation for advanced cervix cancer is not associated with vaginal shortening—a prospective vaginal length and dose correlation

  Owrangi, A., Medrano, A., Gao, Y., Kazemifar, S., Hrycushko, B., Medin, P., Nwachukwu, C., Jia, X. & Albuquerque, K., Mar 2024, In: Brachytherapy. 23, 2, p. 136-140 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Brachytherapy 100%
  • Uterine Cervical Neoplasms 84%
  • Radiation 68%
  • Vagina 16%
  • Pathologic Constriction 12%

• Improved Dosimetry with Daily Online Adaptive Radiotherapy for Cervical Cancer: Waltzing the Pear

  Yen, A., Zhong, X., Lin, M. H., Nwachukwu, C., Albuquerque, K. & Hrycushko, B., Mar 2024, In: Clinical Oncology. 36, 3, p. 165-172 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Pyrus 100%
  • Image-Guided Radiotherapy 79%
  • Uterine Cervical Neoplasms 61%
  • Radiotherapy 45%
  • Standard of Care 27%

• In Silico Analysis of Adjuvant Head and Neck Online Adaptive Radiation Therapy

  All, S., Zhong, X., Choi, B., Kim, J. S., Zhuang, T., Avkshtol, V., Sher, D., Lin, M. H. & Moon, D. H., Jan 2024, In: Advances in Radiation Oncology. 9, 1, 101319.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Computer Simulation 100%
  • Neck 80%
  • Head 77%
  • Radiotherapy 73%
  • Squamous Cell Carcinoma of Head and Neck 18%

• LViT: Language Meets Vision Transformer in Medical Image Segmentation

  Li, Z., Li, Y., Li, Q., Wang, P., Guo, D., Lu, L., Jin, D., Zhang, Y. & Hong, Q., Jan 1 2024, In: IEEE Transactions on Medical Imaging. 43, 1, p. 96-107 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image segmentation 100%
  • Ocular Vision 89%
  • Language 84%
  • Labels 44%
  • Supervised Machine Learning 33%
  8 Scopus citations

• Optimizing Online Adaptation Timing in the Treatment of Locally Advanced Cervical Cancer

  Yen, A., Zhong, X., Lin, M. H., Nwachukwu, C., Albuquerque, K. & Hrycushko, B., Mar 1 2024, In: Practical Radiation Oncology. 14, 2, p. e159-e164

  Research output: Contribution to journal › Article › peer-review

  • Uterine Cervical Neoplasms 100%
  • Image-Guided Radiotherapy 75%
  • Radiotherapy 75%
  • Organs at Risk 46%
  • Appointments and Schedules 22%

• Simulation and pre-planning omitted radiotherapy (SPORT): a feasibility study for prostate cancer

  Zhuang, T., Parsons, D., Desai, N., Gibbard, G., Keilty, D., Lin, M. H., Cai, B., Nguyen, D., Chiu, T., Godley, A., Pompos, A. & Jiang, S., Mar 2024, In: Biomedical Physics and Engineering Express. 10, 2, 025019.

  Research output: Contribution to journal › Article › peer-review

  • Radiotherapy 100%
  • Feasibility Studies 84%
  • Prostatic Neoplasms 64%
  • Dose 61%
  • Planning 51%

• The accuracy of artificial intelligence deformed nodal structures in cervical online cone-beam-based adaptive radiotherapy

  Wang, E., Yen, A., Hrycushko, B., Wang, S., Lin, J., Zhong, X., Dohopolski, M., Nwachukwu, C., Iqbal, Z. & Albuquerque, K., Jan 2024, In: Physics and Imaging in Radiation Oncology. 29, 100546.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • artificial intelligence 100%
  • Artificial Intelligence 91%
  • radiation therapy 69%
  • cones 59%
  • Radiotherapy 47%

• Vision Transformer-Based Multilabel Survival Prediction for Oropharynx Cancer After Radiation Therapy

  Chen, M., Wang, K. & Wang, J., Mar 15 2024, In: International Journal of Radiation Oncology Biology Physics. 118, 4, p. 1123-1134 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Oropharyngeal Neoplasms 100%
  • transformers 79%
  • radiation therapy 75%
  • cancer 70%
  • Ocular Vision 63%

• Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models

  Li, Y., Shao, H. C., Liang, X., Chen, L., Li, R., Jiang, S., Wang, J. & Zhang, Y., Mar 1 2024, In: IEEE Transactions on Medical Imaging. 43, 3, p. 980-993 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Image matching 100%
  • Signal-To-Noise Ratio 95%
  • Tumors 85%
  • Cones 78%
  • Information Storage and Retrieval 75%
  4 Scopus citations
• 2023

  A deep learning approach for automatic delineation of clinical target volume in stereotactic partial breast irradiation (S-PBI)

  Kazemimoghadam, M., Yang, Z., Chen, M., Rahimi, A., Kim, N., Alluri, P., Nwachukwu, C., Lu, W. & Gu, X., May 21 2023, In: Physics in medicine and biology. 68, 10, 105011.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Tumor Burden 69%
  • Breast 55%
  • Thoracic Wall 52%
  • Breast Neoplasms 30%
  3 Scopus citations

• A General Web-Based Platform for Automatic Delineation of Head and Neck Gross Tumor Volumes in PET/CT Images

  Jiang, H., Haimerl, J., Gu, X. & Lu, W., 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. 47-53 7 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

  • Positron Emission Tomography 100%
  • Web-based 98%
  • Computed Tomography 93%
  • Positron emission tomography 90%
  • Segmentation 78%
  1 Scopus citations

• A high-resolution cone beam computed tomography (HRCBCT) reconstruction framework for CBCT-guided online adaptive therapy

  Park, J. C., Song, B., Liang, X., Lu, B., Tan, J., Parisi, A., Denbeigh, J., Yaddanpudi, S., Choi, B., Kim, J. S., Furutani, K. M. & Beltran, C. J., Oct 2023, In: Medical physics. 50, 10, p. 6490-6501 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Cone-Beam Computed Tomography 100%
  • Noise 34%
  • Radiotherapy 15%
  • Therapeutics 14%
  • Tungsten 10%
  1 Scopus citations

• ARMO: automated and reliable multi-objective model for lymph node metastasis prediction in head and neck cancer

  Zhou, Z., Chen, L., Dohopolski, M., Sher, D. & Wang, J., May 7 2023, In: Physics in medicine and biology. 68, 9, 095012.

  Research output: Contribution to journal › Article › peer-review

  • Head and Neck Neoplasms 100%
  • Uncertainty 73%
  • Learning 73%
  • Lymph Nodes 70%
  • Neoplasm Metastasis 61%
  1 Scopus citations

• Artificial intelligence guided physician directive improves head and neck planning quality and practice Uniformity: A prospective study

  Mashayekhi, M., McBeth, R., Nguyen, D., Yen, A., Trivedi, Z., Moon, D., Avkshtol, V., Vo, D., Sher, D., Jiang, S. & Lin, M. H., May 2023, In: Clinical and Translational Radiation Oncology. 40, 100616.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Scopus citations

• Automatic Localization of the Pons and Vermis on Fetal Brain MR Imaging Using a U-Net Deep Learning Model

  Vahedifard, F., Liu, X., Adepoju, J. O., Zhao, S., Ai, H. A., Marathu, K. K., Supanich, M., Byrd, S. E. & Deng, J., Oct 1 2023, In: American Journal of Neuroradiology. 44, 10, p. 1191-1200 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Pons 86%
  • Neuroimaging 66%
  • Anatomic Landmarks 40%
  • Pediatrics 18%
  1 Scopus citations

• Bony structure enhanced synthetic CT generation using Dixon sequences for pelvis MR-only radiotherapy

  Liang, X., Yen, A., Bai, T., Godley, A., Shen, C., Wu, J., Meng, B., Lin, M. H., Medin, P., Yan, Y., Owrangi, A., Desai, N., Hannan, R., Garant, A., Jiang, S. & Deng, J., Dec 2023, In: Medical physics. 50, 12, p. 7368-7382 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pelvis 100%
  • Radiotherapy 70%
  • Bone and Bones 60%
  • Deep Learning 56%
  • Patient Positioning 52%

• Case study: Lymph node malignancy classification for head and neck cancer radiation therapy

  Wang, J., Chen, L., Dohopolski, M. & Sher, D., Jan 1 2023, Machine Learning and Artificial Intelligence in Radiation Oncology: A Guide for Clinicians. Elsevier, p. 401-423 23 p.

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

  • head and neck neoplasms 100%
  • cancer therapy 80%
  • radiotherapy 76%
  • lymph nodes 58%
  • Head and Neck Neoplasms 55%

• Characterization of a commercial bioluminescence tomography-guided system for pre-clinical radiation research

  Xu, X., Deng, Z., Sforza, D., Tong, Z., Tseng, Y. P., Newman, C., Reinhart, M., Tsouchlos, P., Devling, T., Dehghani, H., Iordachita, I., Wong, J. W. & Wang, K. K. H., Oct 2023, In: Medical physics. 50, 10, p. 6433-6453 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cone-Beam Computed Tomography 100%
  • Radiation 84%
  • Tomography 76%
  • Equipment and Supplies 40%
  • Animals 33%

• Clinical experience on patient-specific quality assurance for CBCT-based online adaptive treatment plan

  Shen, C., Chen, L., Zhong, X., Gonzalez, Y., Visak, J., Meng, B., Inam, E., Parsons, D., Godley, A., Jiang, S., Cai, B. & Lin, M. H., Apr 2023, In: Journal of applied clinical medical physics. 24, 4, e13918.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Radiotherapy 100%
  • assurance 92%
  • Quality assurance 85%
  • radiation therapy 57%
  • Therapeutics 13%
  4 Scopus citations

• Considerations for intensity modulated total body or total marrow and lymphoid irradiation

  Parsons, D., Lim, T. Y., Teruel, J. R., Galavis, P., Agostinelli, S., Liang, J., Mancosu, P., Cherpak, A., Stanley, D. N., Ahn, K. H., Guo, B., Gonzalez, Y., Burmeister, J., Wong, J. Y. C., Gu, X. & Kim, G. G. Y., Nov 2023, In: Clinical and Translational Radiation Oncology. 43, 100674.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Lymphatic Irradiation 100%
  • Bone Marrow 46%
  • Whole-Body Irradiation 37%
  • North America 33%
  • Guidelines 20%

• Deep learning based direct segmentation assisted by deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy

  Liang, X., Morgan, H., Bai, T., Dohopolski, M., Nguyen, D. & Jiang, S., Feb 21 2023, In: Physics in medicine and biology. 68, 4, 045012.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning 100%
  • Cone-Beam Computed Tomography 57%
  • Radiotherapy 50%
  • Datasets 8%
  • Physicians 6%
  1 Scopus citations

• Development of a multi-purpose quality control phantom for MRI-based treatment planning in high-dose-rate brachytherapy of cervical cancer

  Kanani, A., Owrangi, A., Yazdi, M., Fatemi-Ardekani, A. & Mosleh-Shirazi, M. A., 2023, In: Journal of Contemporary Brachytherapy. 15, 1, p. 57-68 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Brachytherapy 100%
  • Quality Control 88%
  • Uterine Cervical Neoplasms 84%
  • Magnetic Resonance Imaging 60%
  • Organs at Risk 46%
  1 Scopus citations

• Dual- and multi-energy CT for particle stopping-power estimation: current state, challenges and potential

  Yang, M., Wohlfahrt, P., Shen, C. & Bouchard, H., Feb 21 2023, In: Physics in medicine and biology. 68, 4, 04TR01.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Uncertainty 100%
  • Calibration 28%
  • Electrons 21%
  • X-Rays 20%
  • Radiotherapy 18%
  8 Scopus citations

• Dynamic cone-beam CT reconstruction using spatial and temporal implicit neural representation learning (STINR)

  Zhang, Y., Shao, H. C., Pan, T. & Mengke, T., Feb 21 2023, In: Physics in medicine and biology. 68, 4, 045005.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cone-Beam Computed Tomography 100%
  • Learning 74%
  • Computer Neural Networks 44%
  • Image-Guided Radiotherapy 31%
  • Principal Component Analysis 23%
  5 Scopus citations

• Early Experience of Online Adaptive Radiation Therapy for Definitive Radiation of Patients With Head and Neck Cancer

  Avkshtol, V., Meng, B., Shen, C., Choi, B. S., Okoroafor, C., Moon, D., Sher, D. & Lin, M. H., Sep 1 2023, In: Advances in Radiation Oncology. 8, 5, 101256.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Head and Neck Neoplasms 100%
  • Radiation 74%
  • Radiotherapy 68%
  • Organs at Risk 63%
  • Larynx 52%
  3 Scopus citations

• Ensemble learning and personalized training for the improvement of unsupervised deep learning-based synthetic CT reconstruction

  Olberg, S., Choi, B. S., Park, I., Liang, X., Kim, J. S., Deng, J., Yan, Y., Jiang, S. & Park, J. C., Mar 2023, In: Medical physics. 50, 3, p. 1436-1449 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Learning 53%
  • Tomography 33%
  • Radiotherapy 16%
  • Magnetic Resonance Imaging 16%
  2 Scopus citations

• Evaluating machine learning enhanced intelligent-optimization-engine (IOE) performance for ethos head-and-neck (HN) plan generation

  Visak, J., Inam, E., Meng, B., Wang, S., Parsons, D., Nyugen, D., Zhang, T., Moon, D., Avkshtol, V., Jiang, S., Sher, D. & Lin, M. H., Jul 2023, In: Journal of applied clinical medical physics. 24, 7, e13950.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • machine learning 100%
  • Machine Learning 89%
  • Benchmarking 85%
  • engines 77%
  • Neck 60%
  3 Scopus citations

• Evaluation of fan-beam kilovoltage computed tomography image quality on a novel biological-guided radiotherapy platform

  Zhuang, T., Gibbard, G., Duan, X., Tan, J., Park, Y., Lin, M. H., Sun, Z., Oderinde, O. M., Lu, W., Reynolds, R., Godley, A., Pompos, A., Dan, T., Garant, A., Iyengar, P., Timmerman, R., Jiang, S. & Cai, B., Apr 2023, In: Physics and Imaging in Radiation Oncology. 26, 100438.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • fans 100%
  • radiation therapy 94%
  • Positron Emission Tomography Computed Tomography 85%
  • platforms 78%
  • tomography 74%
  1 Scopus citations

• Evaluation of plan quality and treatment efficiency in cranial stereotactic radiosurgery treatment plans with a variable source-to-axis distance

  Church, C., MacDonald, R. L., Parsons, D. & Syme, A., May 2023, In: Medical physics. 50, 5, p. 3039-3054 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Radiosurgery 100%
  • Organs at Risk 38%
  • Intensity-Modulated Radiotherapy 36%
  • Prescriptions 25%
  • Therapeutics 14%

• Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain

  Chang, S., Gao, Y., Pomeroy, M. J., Bai, T., Zhang, H., Lu, S., Pickhardt, P. J., Gupta, A., Reiter, M. J., Gould, E. S. & Liang, Z., Jun 1 2023, In: IEEE Transactions on Medical Imaging. 42, 6, p. 1835-1845 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning 100%
  • Tissue 74%
  • Machine learning 64%
  • Area Under Curve 36%
  • Cordless telephones 33%
  2 Scopus citations

• Extensive upfront validation and testing are needed prior to the clinical implementation of AI-based auto-segmentation tools

  Roper, J., Lin, M. H. & Rong, Y., Jan 2023, In: Journal of applied clinical medical physics. 24, 1, e13873.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access
  4 Scopus citations

• Feasibility and efficacy of active breathing coordinator assisted deep inspiration breath hold technique for treatment of locally advanced breast cancer

  All, S., Zhao, B., Montalvo, S., Maxwell, C., Johns, C., Gu, X., Rahimi, A., Alluri, P., Parsons, D., Chiu, T., Schroeder, S. & Kim, D. N., Feb 2023, In: Journal of applied clinical medical physics. 24, 2, e13893.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

  • inspiration 100%
  • Radiotherapy 89%
  • breathing 81%
  • breast 76%
  • Irradiation 73%

• Framework for Quality Assurance of Ultrahigh Dose Rate Clinical Trials Investigating FLASH Effects and Current Technology Gaps

  Zou, W., Zhang, R., Schüler, E., Taylor, P. A., Mascia, A. E., Diffenderfer, E. S., Zhao, T., Ayan, A. S., Sharma, M., Yu, S. J., Lu, W., Bosch, W. R., Tsien, C., Surucu, M., Pollard-Larkin, J. M., Schuemann, J., Moros, E. G., Bazalova-Carter, M., Gladstone, D. J., Li, H., & 9 othersSimone, C. B., Petersson, K., Kry, S. F., Maity, A., Loo, B. W., Dong, L., Maxim, P. G., Xiao, Y. & Buchsbaum, J. C., Aug 1 2023, In: International Journal of Radiation Oncology Biology Physics. 116, 5, p. 1202-1217 16 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • assurance 100%
  • Radiotherapy 60%
  • dosage 57%
  • Technology 56%
  • Clinical Trials 56%
  5 Scopus citations

• Image-based motion artifact reduction on liver dynamic contrast enhanced MRI

  Wu, Y., Liu, J., White, G. M. & Deng, J., Jan 2023, In: Physica Medica. 105, 102509.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • liver 100%
  • Artifacts 87%
  • artifacts 83%
  • Liver 46%
  • education 25%
  1 Scopus citations

• Imaged-Based Dose Planning Prediction

  Nguyen, D., Jan 1 2023, Medical Image Synthesis: Methods and Clinical Applications. CRC Press, p. 89-95 7 p.

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

• Implementation and evaluation of an intelligent automatic treatment planning robot for prostate cancer stereotactic body radiation therapy

  Gao, Y., Shen, C., Jia, X. & Kyun Park, Y., Jul 2023, In: Radiotherapy and Oncology. 184, 109685.

  Research output: Contribution to journal › Article › peer-review

  • Radiosurgery 100%
  • Prostatic Neoplasms 71%
  • Therapeutics 14%
  • Prostate 14%
  • Deep Learning 7%
  1 Scopus citations

• Integrated Small Animal PET/CT/RT with Onboard PET/CT Image Guidance for Preclinical Radiation Oncology Research

  Cheng, X., Yang, D., Saha, D., Sun, X. & Shao, Y., Apr 2023, In: Tomography. 9, 2, p. 567-578 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Radiation Oncology 100%
  • Radiotherapy 57%
  • Animals 41%
  • Radiation 41%
  • Image-Guided Radiotherapy 38%
  1 Scopus citations

• Intentional deep overfit learning for patient-specific dose predictions in adaptive radiotherapy

  Maniscalco, A., Liang, X., Lin, M. H., Jiang, S. & Nguyen, D., Sep 2023, In: Medical physics. 50, 9, p. 5354-5363 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning 100%
  • Radiotherapy 50%
  • Population 13%
  • Datasets 5%
  • Organs at Risk 4%
  1 Scopus citations

• Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework

  Fan, Z., Gong, P., Tang, S., Lee, C. U., Zhang, X., Song, P., Chen, S. & Li, H., Dec 2023, In: Medical Image Analysis. 90, 102960.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Supervised Machine Learning 100%
  • Data Curation 95%
  • Ultrasonics 79%
  • Information Dissemination 73%
  • Breast 71%

• Joint Vestibular Schwannoma Enlargement Prediction and Segmentation Using a Deep Multi-task Model

  Wang, K., George-Jones, N. A., Chen, L., Hunter, J. B. & Wang, J., Oct 2023, In: Laryngoscope. 133, 10, p. 2754-2760 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Acoustic Neuroma 100%
  • Joints 58%
  • Deep Learning 31%
  • Neoplasms 26%
  • Magnetic Resonance Spectroscopy 19%
  5 Scopus citations

• Leveraging global binary masks for structure segmentation in medical images

  Kazemimoghadam, M., Yang, Z., Chen, M., Ma, L., Lu, W. & Gu, X., Sep 21 2023, In: Physics in medicine and biology. 68, 18, 185023.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Masks 100%
  • Heart 35%
  • Brain 26%
  • Datasets 21%
  • Deep Learning 18%

• Machine characterization and central axis depth dose data of a superficial x-ray radiotherapy unit

  Xiong, Z., Zhong, Y., Banks, T. I., Reynolds, R., Chiu, T., Tan, J., Zhang, Y., Parsons, D., Yan, Y., Godley, A. & Stojadinovic, S., Jan 2023, In: Biomedical Physics and Engineering Express. 9, 1, 015005.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Radiotherapy 100%
  • Dosimetry 99%
  • X rays 72%
  • Detectors 62%
  • X-Rays 62%
  3 Scopus citations

• Modeling gamma knife radiosurgical toxicity for multiple brain metastases

  Hsu, E. J., Yan, Y., Timmerman, R. D., Wardak, Z., Dan, T. D., Patel, T. R., Vo, D. T. & Stojadinovic, S., Nov 2023, In: Radiotherapy and Oncology. 188, 109874.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neoplasm Metastasis 100%
  • Brain 79%
  • Type 2C Congenital disorder of glycosylation 57%
  • Linear Models 50%
  • Background Radiation 46%

• Octree Boundary Transfiner: Efficient Transformers for Tumor Segmentation Refinement

  Wang, A., Bai, T., Nguyen, D. & Jiang, S., 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. 54-60 7 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

  • Octree 100%
  • Transformer 81%
  • Segmentation 74%
  • Modality 72%
  • Tumor 65%
  1 Scopus citations

• On the feasibility of improved target coverage without compromising organs at risk using online adaptive stereotactic partial breast irradiation (A-SPBI)

  Montalvo, S. K., Kim, N., Nwachukwu, C., Alluri, P., Parsons, D., Lin, M. H., Cai, B., Zhuang, T., Hrycushko, B., Chen, L., Timmerman, R. & Rahimi, A., Feb 2023, In: Journal of applied clinical medical physics. 24, 2, e13813.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Organs at Risk 100%
  • breast 82%
  • organs 80%
  • Irradiation 79%
  • Breast 59%
  6 Scopus citations

• Phantom-based Quality Assurance of a Clinical Dose Accumulation Technique Used in an Online Adaptive Radiation Therapy Platform

  Maraghechi, B., Mazur, T., Lam, D., Price, A., Henke, L., Kim, H., Hugo, G. D. & Cai, B., May 1 2023, In: Advances in Radiation Oncology. 8, 3, 101138.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Radiotherapy 100%
  • Tumor Burden 68%
  • Electrons 57%
  • Pelvis 47%
  • Electron Microscope Tomography 35%