Fully automated 3D machine learning model for HPV status characterization in oropharyngeal squamous cell carcinomas based on CT images

Authors: Qiu, Edwin ^a, Vejdani-Jahromi, Maryam ^{b, c}, Kaliaev, Artem ^b, Fazelpour, Sherwin ^a, Goodman, Deniz ^a, Ryoo, Inseon ^{b, c, d}, Andreu-Arasa, V. Carlota ^{b, e}, Fujima, Noriyuki ^{b, f}, Buch, Karen ^c, Sakai, Osamu ^{b, c, g, h, i, ⁎}

Source: In American Journal of Otolaryngology--Head and Neck Medicine and Surgery July-August 2024 45(4)

Comparing accuracy of machine learning approaches to identifying parathyroid adenomas: Lessons and new directions

Authors: Greene, Cynthia, Fujima, Noriyuki, Sakai, Osamu, Andreu-Arasa, V. Carlota

Source: In American Journal of Otolaryngology--Head and Neck Medicine and Surgery March-April 2024 45(2)

Multiparametric machine learning algorithm for human papillomavirus status and survival prediction in oropharyngeal cancer patients

Authors: Fazelpour, Sherwin, Vejdani‐Jahromi, Maryam, Kaliaev, Artem, Qiu, Edwin, Goodman, Deniz, Andreu‐Arasa, V. Carlota, Fujima, Noriyuki, Sakai, Osamu

Source: Head & neck. 45(11):2882-2892

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100196445265.0x000001&indx=1&recIds=ETOCvdc_100196445265.0x000001

Quantification of spinal bone marrow fat fraction using three‐material decomposition technique on dual‐energy CT: A phantom study

Authors: Li, Baojun, Hua, Ning, Li, Janelle, Andreu‐Arasa, V. Carlota, LeBedis, Christina, Anderson, Stephan W.

Source: Medical physics. 50(7):4105-4111

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187165882.0x000001&indx=1&recIds=ETOCvdc_100187165882.0x000001

Normal Variants of the Oral and Maxillofacial Region: Mimics and Pitfalls

Authors: Ito, Kotaro, Hirahara, Naohisa, Muraoka, Hirotaka, Okada, Shunya, Kondo, Takumi, Andreu-Arasa, V. Carlota, Sakai, Osamu, Kaneda, Takashi

Source: Radiographics. 42(2):506-521

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN628783110&indx=1&recIds=ETOCRN628783110

Cystic cervical lymph nodes of papillary thyroid carcinoma, tuberculosis and human papillomavirus positive oropharyngeal squamous cell carcinoma: utility of deep learning in their differentiation on CT

Authors: Onoue, Keita, Fujima, Noriyuki, Andreu-Arasa, V. Carlota, Setty, Bindu N., Sakai, Osamu

Source: In American Journal of Otolaryngology--Head and Neck Medicine and Surgery September-October 2021 42(5)

Metabolic syndrome is associated with reduced default mode network functional connectivity in young post-9/11 Veterans.

Authors: Knoff, Aubrey A., Nowak, Madeleine K., Van Etten, Emily J., Andreu-Arasa, V. Carlota, Esterman, Michael, Leritz, Elizabeth C., Fortenbaugh, Francesca C., Milberg, William P., Fortier, Catherine B., Salat, David H.

Source: Brain Imaging & Behavior; Dec2024, Vol. 18 Issue 6, p1499-1508, 10p

AI-based differential diagnosis of dementia etiologies on multimodal data

Authors: Xue, Chonghua, Kowshik, Sahana S., Lteif, Diala, Puducheri, Shreyas, Jasodanand, Varuna H., Zhou, Olivia T., Walia, Anika S., Guney, Osman B., Zhang, J. Diana, Pham, Serena T., Kaliaev, Artem, Andreu-Arasa, V. Carlota, Dwyer, Brigid C., Farris, Chad W., Hao, Honglin, Kedar, Sachin, Mian, Asim Z., Murman, Daniel L., O’Shea, Sarah A., Paul, Aaron B., Rohatgi, Saurabh, Saint-Hilaire, Marie-Helene, Sartor, Emmett A., Setty, Bindu N., Small, Juan E., Swaminathan, Arun, Taraschenko, Olga, Yuan, Jing, Zhou, Yan, Zhu, Shuhan, Karjadi, Cody, Alvin Ang, Ting Fang, Bargal, Sarah A., Plummer, Bryan A., Poston, Kathleen L., Ahangaran, Meysam, Au, Rhoda, Kolachalama, Vijaya B.

Source: Nature Medicine; October 2024, Vol. 30 Issue: 10 p2977-2989, 13p

Deep learning analysis using FDG-PET to predict treatment outcome in patients with oral cavity squamous cell carcinoma

Authors: Fujima, Noriyuki, Andreu-Arasa, V. Carlota, Meibom, Sara K., Mercier, Gustavo A., Salama, Andrew R., Truong, Minh Tam, Sakai, Osamu

Source: European radiology. 30(11):6322-6330

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100167838041.0x000001&indx=1&recIds=ETOCvdc_100167838041.0x000001

Imaging approach to ingested foreign bodies in the neck.

Authors: Pham, Serena T., Sakai, Osamu, Andreu-Arasa, V. Carlota

Source: Neuroradiology; Jun2024, Vol. 66 Issue 6, p867-881, 15p

Subject Terms: NECK radiography, ESOPHAGEAL radiography, BONES, ELECTRIC power supplies to apparatus, COMPUTED tomography, POULTRY, DENTURES, FOREIGN bodies, HOSPITAL emergency services, MAGNETIC resonance imaging, FISHES, PATIENT care, LARYNGOSCOPY, SOFT tissue injuries, MAGNETS, ALGORITHMS, SURGERY

Craniofacial Manifestations of Systemic Disorders: CT and MR Imaging Findings and Imaging Approach

Authors: Andreu-Arasa, V. Carlota, Chapman, Margaret N., Kuno, Hirofumi, Fujita, Akifumi, Sakai, Osamu

Source: Radiographics. 38(3):890-911

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN615979800&indx=1&recIds=ETOCRN615979800

Prediction of the local treatment outcome in patients with oropharyngeal squamous cell carcinoma using deep learning analysis of pretreatment FDG-PET images.

Authors: Fujima, Noriyuki^1,2 (AUTHOR), Andreu-Arasa, V. Carlota¹ (AUTHOR), Meibom, Sara K.¹ (AUTHOR), Mercier, Gustavo A.¹ (AUTHOR), Truong, Minh Tam³ (AUTHOR), Hirata, Kenji⁴ (AUTHOR), Yasuda, Koichi⁵ (AUTHOR), Kano, Satoshi⁶ (AUTHOR), Homma, Akihiro⁶ (AUTHOR), Kudo, Kohsuke^4,7 (AUTHOR), Sakai, Osamu^1,3 (AUTHOR) Osamu.Sakai@bmc.org

Source: BMC Cancer. 8/6/2021, Vol. 21 Issue 1, p1-13. 13p.

Subject Terms: *DEEP learning, *SQUAMOUS cell carcinoma, *TREATMENT effectiveness, *DATA augmentation, *REGRESSION analysis, *PICTURE archiving & communication systems, *SIGNAL convolution

Cystic cervical lymph nodes of papillary thyroid carcinoma, tuberculosis and human papillomavirus positive oropharyngeal squamous cell carcinoma: Comparative CT analysis for their differentiation

Authors: Onoue, Keita, Fujima, Noriyuki, Andreu-Arasa, V. Carlota, N. Setty, Bindu, Qureshi, Muhammad Mustafa, Sakai, Osamu

Source: European journal of radiology. 132

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100117370506.0x000001&indx=1&recIds=ETOCvdc_100117370506.0x000001

Risk assessment of osteoradionecrosis associated with periodontitis using 18F-FDG PET/CT

Authors: Ito, Kotaro, Takumi, Koji, Meibom, Sara K., Qureshi, Muhammad Mustafa, Fujima, Noriyuki, Andreu-Arasa, V. Carlota, Truong, Minh Tam, Salama, Andrew R., Kaneda, Takashi, Sakai, Osamu

Source: European journal of radiology. 132

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100116204041.0x000001&indx=1&recIds=ETOCvdc_100116204041.0x000001

Amyloidosis in the head and neck: CT findings with clinicopathological correlation

Authors: Takumi, Koji, Staziaki, Pedro V., Hito, Rania, Nadgir, Rohini N., Berk, John L., Andreu-Arasa, V. Carlota, Chavez, Wilson, Sakai, Osamu

Source: European journal of radiology. 128

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100115802618.0x000001&indx=1&recIds=ETOCvdc_100115802618.0x000001

Prediction of the human papillomavirus status in patients with oropharyngeal squamous cell carcinoma by FDG-PET imaging dataset using deep learning analysis: A hypothesis-generating study

Authors: Fujima, Noriyuki, Andreu-Arasa, V Carlota, Meibom, Sara K, Mercier, Gustavo A, Truong, Minh Tam, Sakai, Osamu

Source: European journal of radiology. 126

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100114391054.0x000001&indx=1&recIds=ETOCvdc_100114391054.0x000001

Using CT texture analysis to differentiate cystic and cystic-appearing odontogenic lesions

Authors: Oda, Masafumi, Staziaki, Pedro V., Qureshi, Muhammad M., Andreu-Arasa, V. Carlota, Li, Baojun, Takumi, Koji, Chapman, Margaret N., Wang, Albert, Salama, Andrew R., Sakai, Osamu

Source: European journal of radiology. 120

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100116315453.0x000001&indx=1&recIds=ETOCvdc_100116315453.0x000001

Quantitative assessment of the maxillary sinusitis using computed tomography texture analysis: odontogenic vs non-odontogenic etiology.

Authors: Ito, Kotaro, Kondo, Takumi, Andreu-Arasa, V. Carlota, Li, Baojun, Hirahara, Naohisa, Muraoka, Hirotaka, Sakai, Osamu, Kaneda, Takashi

Source: Oral Radiology; Jul2022, Vol. 38 Issue 3, p315-324, 10p

Subject Terms: MAXILLARY sinus surgery, MAXILLARY sinus, PERIODONTITIS, RETROSPECTIVE studies, SINUSITIS, NASAL mucosa, DESCRIPTIVE statistics, COMPUTED tomography

Utility of deep learning for the diagnosis of otosclerosis on temporal bone CT.

Authors: Fujima, Noriyuki^1,2 (AUTHOR), Andreu-Arasa, V. Carlota¹ (AUTHOR), Onoue, Keita¹ (AUTHOR), Weber, Peter C.³ (AUTHOR), Hubbell, Richard D.³ (AUTHOR), Setty, Bindu N.¹ (AUTHOR), Sakai, Osamu^1,3,4 (AUTHOR) Osamu.Sakai@bmc.org

Source: European Radiology. Jul2021, Vol. 31 Issue 7, p5206-5211. 6p. 1 Diagram, 2 Charts, 1 Graph.

Subject Terms: *DEEP learning, *TEMPORAL bone, *DIAGNOSIS, *COMPUTED tomography, *OTOSCLEROSIS, *MULTIDETECTOR computed tomography

Kraniofaziale Manifestationen von systemischen Erkrankungen: CT- und MRT-Befunde

Authors: Andreu-Arasa, V. Carlota, Chapman, Margaret N., Kuno, Hirofumi, Fujita, Akifumi, Sakai, Osamu

Source: Neuroradiologie Scan; July 2019, Vol. 9 Issue: 3 p237-261, 25p