Adam M. Alessio

30 papers B 4Misc 2Journal 12Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Dataless Reinforcement Learning Approach to Rounding Hyperplane Optimization for Max-Cut. CoRR Gabriel Malikal, Ismail Alkhouri, Alvaro Velasquez, Adam M. Alessio, Saiprasad Ravishankar
2025	J	`jnl`	Deep Rib Fracture Instance Segmentation and Classification From CT on the RibFrac Challenge. IEEE Trans. Medical Imaging Jiancheng Yang, Rui Shi, Liang Jin, Xiaoyang Huang, Kaiming Kuang, Donglai Wei, Shixuan Gu, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam M. Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang, Jianye He, Lixuan Che, Hanspeter Pfister, Ming Li, Bingbing Ni
2024	J	`jnl`	Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge. CoRR Jiancheng Yang, Rui Shi, Liang Jin, Xiaoyang Huang, Kaiming Kuang, Donglai Wei, Shixuan Gu, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam M. Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang, Jianye He, Lixuan Che, Hanspeter Pfister, Ming Li, Bingbing Ni
2022	—	`conf`	Avalanche decision schemes to improve pediatric rib fracture detection. Computer-Aided Diagnosis Jonathan Burkow, Gregory Holste, Jeffrey Otjen, Francisco Perez, Joseph Junewick, Adam M. Alessio
2021	—	`conf`	End-to-End Learning of Fused Image and Non-Image Features for Improved Breast Cancer Classification from MRI. ICCVW Gregory Holste, Savannah C. Partridge, Habib Rahbar, Debosmita Biswas, Christoph I. Lee, Adam M. Alessio
2021	—	`conf`	Machine learned approach for estimating myocardial blood flow from dynamic CT and coronary artery disease risk factors. Biomedical Applications in Molecular, Structural, and Functional Imaging Ethan Tu, Muneeza Azmat, Kelley Branch, Adam M. Alessio
2021	—	`conf`	Machine learned versus analytical models for estimation of fractional flow reserve from CT-derived information. Biomedical Applications in Molecular, Structural, and Functional Imaging Muneeza Azmat, Ethan Tu, Kelley R. Branch, Adam M. Alessio
2021	J	`jnl`	Multi-Objective Evolutionary Algorithm for PET Image Reconstruction: Concept. IEEE Trans. Medical Imaging Mohamed Abouhawwash, Adam M. Alessio
2020	—	`conf`	Deep learning methods for segmentation of lines in pediatric chest radiographs. Computer-Aided Diagnosis Ryan Sullivan, Gregory Holste, Jonathan Burkow, Adam M. Alessio
2020	—	`conf`	Genetic algorithm for machine learning architecture selection for breast MRI classification. Computer-Aided Diagnosis Peter S. Carras, Carina Pereira, Debosmita Biswas, Christoph I. Lee, Savannah C. Partridge, Adam M. Alessio
2020	—	`conf`	Hyperparameter selection for ResNet classification of malignancy from thyroid ultrasound images. Computer-Aided Diagnosis Joseph Cox, Sydney Rubin, Joe Adams, Carina Pereira, Manjiri Dighe, Adam M. Alessio
2020	B	`conf`	Multi-class semantic segmentation of pediatric chest radiographs. Image Processing Gregory Holste, Ryan Sullivan, Michael D. Bindschadler, Nicholas Nagy, Adam M. Alessio
2019	J	`jnl`	PET/CT-guided biopsy with respiratory motion correction. Int. J. Comput. Assist. Radiol. Surg. Ruoqiao Zhang, Dzenan Zukic, Darrin W. Byrd, Andinet Enquobahrie, Adam M. Alessio, Kevin Cleary, Filip Banovac, Paul E. Kinahan
2018	—	`conf`	Comparison of machine learned approaches for thyroid nodule characterization from shear wave elastography images. Computer-Aided Diagnosis Carina Pereira, Manjiri Dighe, Adam M. Alessio
2017	J	`jnl`	Comparison Between Pre-Log and Post-Log Statistical Models in Ultra-Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging Lin Fu, Tzu-Cheng Lee, Soo Mee Kim, Adam M. Alessio, Paul E. Kinahan, Zhiqian Chang, Ken D. Sauer, Mannudeep K. Kalra, Bruno De Man
2016	—	`conf`	Application of big data analytics for automated estimation of CT image quality. IEEE BigData Maitham D. Naeemi, Johnny Ren, Nathan Hollcroft, Adam M. Alessio, Sohini Roychowdhury
2016	J	`jnl`	Automated Selection of Uniform Regions for CT Image Quality Detection. CoRR Maitham D. Naeemi, Adam M. Alessio, Sohini Roychowdhury
2016	Misc	`conf`	Automated selection of uniform regions for CT image quality detection. ACSSC Maitham D. Naeemi, Adam M. Alessio, Sohini Roychowdhury
2016	J	`jnl`	Blind Analysis of CT Image Noise Using Residual Denoised Images. CoRR Sohini Roychowdhury, Nathan Hollraft, Adam M. Alessio
2016	J	`jnl`	Mixed Confidence Estimation for Iterative CT Reconstruction. IEEE Trans. Medical Imaging David S. Perlmutter, Soo Mee Kim, Paul E. Kinahan, Adam M. Alessio
2015	B	`conf`	Adaptive sampling of CT data for myocardial blood flow estimation from dose-reduced dynamic CT. Image Processing Dimple Modgil, Michael D. Bindschadler, Adam M. Alessio, Patrick J. La Rivière
2014	B	`conf`	Adaptive temporal smoothing of sinogram data using Karhunen-Loeve (KL) transform for myocardial blood flow estimation from dose-reduced dynamic CT. Image Processing Dimple Modgil, Adam M. Alessio, Michael D. Bindschadler, Patrick J. La Rivière
2011	—	`conf`	Constrain static target kinetic iterative image reconstruction for 4D cardiac CT imaging. Computational Imaging Adam M. Alessio, Patrick J. La Rivière
2010	J	`jnl`	Application and Evaluation of a Measured Spatially Variant System Model for PET Image Reconstruction. IEEE Trans. Medical Imaging Adam M. Alessio, Charles W. Stearns, Shan Tong, Steven G. Ross, Steve Kohlmyer, Alex Ganin, Paul E. Kinahan
2010	Misc	`conf`	Impulse C vs. VHDL for Accelerating Tomographic Reconstruction. FCCM Jimmy Xu, Nikhil Subramanian, Adam M. Alessio, Scott Hauck
2008	—	`conf`	Application of a spatially variant system model for 3-D whole-body pet image reconstruction. ISBI Adam M. Alessio, Paul E. Kinahan
2006	J	`jnl`	Automatic arm removal in PET and CT images for deformable registration. Comput. Medical Imaging Graph. Lixin Gong, Sayan D. Pathak, Adam M. Alessio, Paul E. Kinahan
2006	—	`conf`	Compensating for patient respiration in PET/CT imaging with the registered and summed phases (RASP) procedure. ISBI Paul E. Kinahan, Lawrence R. MacDonald, Lydia Ng, Adam M. Alessio, William Paul Segars, Benjamin M. W. Tsui, Sayan D. Pathak
2006	J	`jnl`	Modeling and Incorporation of System Response Functions in 3-D Whole Body PET. IEEE Trans. Medical Imaging Adam M. Alessio, Paul E. Kinahan, Thomas K. Lewellen
2005	B	`conf`	Improved quantitation for PET/CT image reconstruction with system modeling and anatomical priors. Image Processing Adam M. Alessio, Paul E. Kinahan, Thomas K. Lewellen