Shikha Chaganti

20 papers B 5Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evaluating the impact of common clinical confounders on performance of deep-learning-based sepsis risk assessment. Frontiers Artif. Intell. Shikha Chaganti, Vivek Singh, Alasdair Edward Gent, Rishikesan Kamaleswaran, Ali Kamen
2024	J	`jnl`	Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers. CoRR Vivek Singh, Shikha Chaganti, Matthias Siebert, Soumya Rajesh, Andrei Puiu, Raj Gopalan, Jamie Gramz, Dorin Comaniciu, Ali Kamen
2022	J	`jnl`	pyPheWAS: A Phenome-Disease Association Tool for Electronic Medical Record Analysis. Neuroinformatics Cailey I. Kerley, Shikha Chaganti, Tin Q. Nguyen, Camilo Bermudez, Laurie E. Cutting, Lori L. Beason-Held, Thomas A. Lasko, Bennett A. Landman
2020	J	`jnl`	3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19. CoRR Siqi Liu, Bogdan Georgescu, Zhoubing Xu, Youngjin Yoo, Guillaume Chabin, Shikha Chaganti, Sasa Grbic, Sebastian Piat, Brian Teixeira, Abishek Balachandran, Vishwanath RS, Thomas J. Re, Dorin Comaniciu
2020	J	`jnl`	Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. CoRR Donghao Zhang, Siqi Liu, Shikha Chaganti, Eli Gibson, Zhoubing Xu, Sasa Grbic, Weidong Cai, Dorin Comaniciu
2020	J	`jnl`	Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort. CoRR Bogdan Georgescu, Shikha Chaganti, Gorka Bastarrika Aleman, Eduardo Jose Mortani Barbosa Jr., Jordi Broncano Cabrero, Guillaume Chabin, Thomas Flohr, Philippe Grenier, Sasa Grbic, Nakul Gupta, François Mellot, Savvas Nicolaou, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
2020	J	`jnl`	Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. CoRR Shikha Chaganti, Abishek Balachandran, Guillaume Chabin, Stuart Cohen, Thomas Flohr, Bogdan Georgescu, Philippe Grenier, Sasa Grbic, Siqi Liu, François Mellot, Nicolas Murray, Savvas Nicolaou, William Parker, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Zhoubing Xu, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
2019	J	`jnl`	Assessment of Orbital Computed Tomography (CT) Imaging Biomarkers in Patients with Thyroid Eye Disease. J. Digit. Imaging Shikha Chaganti, Kevin Mundy, Michael P. DeLisi, Katrina Nelson, Robert L. Harrigan, Robert L. Galloway, Bennett A. Landman, Louise A. Mawn
2019	—	`conf`	Contextual Deep Regression Network for Volume Estimation in Orbital CT. MICCAI (6) Shikha Chaganti, Camilo Bermudez, Louise A. Mawn, Thomas A. Lasko, Bennett A. Landman
2019	J	`jnl`	Electronic Medical Record Context Signatures Improve Diagnostic Classification Using Medical Image Computing. IEEE J. Biomed. Health Informatics Shikha Chaganti, Louise A. Mawn, Hakmook Kang, Josephine Egan, Susan M. Resnick, Lori L. Beason-Held, Bennett A. Landman, Thomas A. Lasko
2019	B	`conf`	Montage based 3D medical image retrieval from traumatic brain injury cohort using deep convolutional neural network. Image Processing Cailey I. Kerley, Yuankai Huo, Shikha Chaganti, Shunxing Bao, Mayur B. Patel, Bennett A. Landman
2018	J	`jnl`	Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network. CoRR Cailey I. Kerley, Yuankai Huo, Shikha Chaganti, Shunxing Bao, Mayur B. Patel, Bennett A. Landman
2018	B	`conf`	Quadratic: quality of dice in registration circuits. Image Processing Shikha Chaganti, Bennett A. Landman
2018	J	`jnl`	Towards Portable Large-Scale Image Processing with High-Performance Computing. J. Digit. Imaging Yuankai Huo, Justin A. Blaber, Stephen M. Damon, Brian D. Boyd, Shunxing Bao, Prasanna Parvathaneni, Camilo Bermudez, Shikha Chaganti, Vishwesh Nath, Jasmine M. Greer, Ilwoo Lyu, William R. French, Allen T. Newton, Baxter P. Rogers, Bennett A. Landman
2017	—	`conf`	EMR-Radiological Phenotypes in Diseases of the Optic Nerve and Their Association with Visual Function. DLMIA/ML-CDS@MICCAI Shikha Chaganti, Jamie R. Robinson, Camilo Bermudez, Thomas A. Lasko, Louise A. Mawn, Bennett A. Landman
2017	B	`conf`	Structural-functional relationships between eye orbital imaging biomarkers and clinical visual assessments. Image Processing Xiuya Yao, Shikha Chaganti, Kunal P. Nabar, Katrina Nelson, Andrew J. Plassard, Robert L. Harrigan, Louise A. Mawn, Bennett A. Landman
2016	B	`conf`	A Bayesian framework for early risk prediction in traumatic brain injury. Image Processing Shikha Chaganti, Andrew J. Plassard, Laura Wilson, Miya A. Smith, Mayur B. Patel, Bennett A. Landman
2016	B	`conf`	Structural functional associations of the orbit in thyroid eye disease: Kalman filters to track extraocular rectal muscles. Image Processing Shikha Chaganti, Katrina Nelson, Kevin Mundy, Yifu Luo, Robert L. Harrigan, Steve Damon, Daniel Fabbri, Louise A. Mawn, Bennett A. Landman
2014	J	`jnl`	A dynamic P300-based BCI speller using a language model. Int. J. Adv. Intell. Paradigms Anca L. Ralescu, Mengxia Wang, Shikha Chaganti, Qiang Han
2014	—	`conf`	Comparative study on feature descriptors for brain image analysis. SCIS&ISIS Kazuhiko Tamaki, Kiichi Fukuma, Hiroharu Kawanaka, Haruhiko Takase, Shinji Tsuruoka, Bruce J. Aronow, Shikha Chaganti