research

Recent Publications/Posters/Talks

Output from a neural network I made that detects vertebral bodies from sagittal spine imaging studies.


Peer Reviewed Publications

Long J, Watts L, Li W, Shen Q, Muir ER, Huang S, Boggs RC, SURI A, Duong T. ‘The effects of perturbed cerebral blood flow and cerebrovascular reactivity on structural MRI and behavioral readouts in mild traumatic brain injury.’ Journal of Cerebral Blood Flow & Metabolism. 2015 Nov; 35 (11): 1852-61 (16 citations)

SURI A. ‘A Widow in the Halls’. Discentes: Classics Journal of the University of Pennsylvania. 2020 Jul. (Link)

Scientific Poster Presentations/Abstracts

SURI A, Jones B, Ng G, Anabaraonye N, Beyrer P, Choi G, Tang S, Ashley T, Leichner T, Fathali I, Bastin N, Chesnais H, Rajapakse CS. ‘Artificial Intelligence for Multi-Modality Vertebral Quality and Fracture Assessment.’ Orthopaedic Research Society Annual Meeting, 2021.

SURI A, Tang S, Turner S, Terry A, Hasan E, Chen A, Rajapakse CS. Automated Measurement of Vertebral Deformities and Lumbar Angle Measurement in Spine DXA Scans. Scientific Oral Presentation Accepted for American Roentgen Ray Society Annual Meeting, 2021. San Diego, CA.

SURI A, Ng G, Jones B, Anabaraonye N, Beyrer P, Fathali I, Rajapakse CS. Automated Multi-Modality Vertebral Deformity Assessment using Deep Learning. Scientific Oral Presentation Accepted for American Roentgen Ray Society Annual Meeting, 2021. San Diego, CA.

SURI A, Kim S, Tu E, Leichner T, Choi G, Bastin N, Rajapakse CS. Rapid Quantification of Spine Metrics in Multiple Imaging Modalities using Deep Learning. Scientific Oral Presentation Accepted for American Roentgen Ray Society Annual Meeting, 2021. San Diego, CA.

SURI A, Gupta A, Balasubramanian V, Xu W, Kalluri A, Ma C, Rajapakse CS. ‘Deep Learning in Spine Health Assessment.’ Education Exhibit Accepted at American Roentgen Ray Society Annual Meeting, 2021, San Diego, CA.

SURI A, Tang S, Terry A, Gupta A, Fathali I, Ma C, Manion A, Kalluri A, Xu W, Feng A, Migdal E, Ji E, Fernandes C, Nwogwugwu U, Lee S, Balasubramanian V, Moyer K, Chopra D, Chen A, Li E, Rajapakse CS. ‘Automated Detection of Vertebral Deformities and Lumbar Scoliosis from Spine DXA Scans.’ Presented at American Society of Bone and Mineral Research, 2020, Seattle, WA.

SURI A, Ng G, Jones B, Anabaraonye N, Beyrer P, Choi G, Bastin N, Leichner T, Kim S, Jankelovits A, Chesnais H, Chen A, Agarwal A, Parente JB, Golden J, Turner S, Rizaldi A, Tu E, Rodio L, Missaghian N, Hasan E, Rajapakse CS. ‘Automated Workflow for Vertebral Deformity Measurements on CT and MRI Scans Using Artificial Intelligence. Presented at American Society of Bone and Mineral Research, 2020, Seattle, WA.’

SURI A, Ng G, Jones B, Beyrer P, Rajapakse CS. ‘Automated Assessment of Vertebral and Disc Deformities in Spine MRI and CT Scans Using Artificial Intelligence’. Presented at 2020 University of Pennsylvania Orthopaedic Surgery Research Day.

SURI A, Beyrer P, Jankelovits A, Golden J, Baoer Li, Rajapakse CS. ‘Fast Extraction of 3D Vertebral Bodies from Clinical CT Images Using Artificial Intelligence’. Presented at 2020 Annual meeting, International Skeletal Society for poster presentation.

SURI A, Beyrer P, Jankelovits A, Golden J, Baoer Li, Rajapakse CS. ‘Automated Instance Segmentation and Keypoint Detection for Spine Imaging Analysis’. Presented at 2020 Annual Meeting, International Symposium on Biomedical Imaging Conference for oral presentation.

SURI A, Beyrer P, Jankelovits A, Golden J, Rajapakse CS. ‘Augmented Workflow for Vertebral Deformity Measurements on CT and MRI Scans Using Artificial Intelligence’. Presented at 2020 Annual Meeting, American College of Radiology National Conference for poster presentation.

SURI A, Beyrer P, Jankelovits A, Golden J, Rajapakse CS ‘Vertebral Morphometric Measurement and Fracture Detection in CT Scans Using Artificial Intelligence’. Presented at 2020 Annual Meeting, International Society for Clinical Densitometry Conference for poster presentation.

Parker MD, SURI A, Sunnapwar A, Menia CO, Prasad SR, Katabathina VS. ‘The Cancer Genome Atlas (TCGA) Molecular Classification of Gastric Adenocarcinoma: An Update for Radiologists’. Scientific and Educational Poster presented at the 2017 Annual Meeting, Radiological Society of North America, November 2017, Chicago, IL (received Cum Laude Award)

Vargas P, SURI A, Katabathina V. ‘Hereditary endocrine tumors: A comprehensive review’. Scientific and Educational Poster presented at the 2016 Annual Meeting, Society of Abdominal Radiology, March 2016, Waikoloa, Hawaii

Katabathina V, Gowri G, SURI A et al. ‘The Devil is in the DNA: A comprehensive review of rare malignancies that warrant genetic testing’. Scientific and Educational Poster presented at the 2014 Annual Meeting, Radiological Society of North America, December 2014, Chicago, IL (one of <5% posters invited for publication to the Journal “Radiographics”)

Invited Talks (Research)

Philadelphia VA Medical Center Bone Case Conference (Oct 8 2020). Talk: ‘Spine Deformity Diagnosis with Artificial Intelligence.’ Link to the slides