Joseph N. Stember

28 papers Journal 27Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evolutionary Strategies Enable Systematic and Reliable Uncertainty Quantification: A Proof-of-Concept Pilot Study on Resting-State Functional MRI Language Lateralization. J. Imaging Inform. Medicine Joseph N. Stember, Katharine Dishner, Mehrnaz Jenabi, Luca Pasquini, Kyung K. Peck, Atin Saha, Akash Shah, Bernard O'malley, Ahmet Turan Ilica, Lori Kelly, Julio Arevalo-Perez, Vaios Hatzoglou, Andrei I. Holodny, Hrithwik Shalu
2025	J	`jnl`	Foundational Segmentation Models and Clinical Data Mining Enable Accurate Computer Vision for Lung Cancer. J. Imaging Inform. Medicine Nathaniel C. Swinburne, Christopher B. Jackson, Andrew M. Pagano, Joseph N. Stember, Javin Schefflein, Brett Marinelli, Prashanth Kumar Panyam, Arthur Autz, Mohapar S. Chopra, Andrei I. Holodny, Michelle S. Ginsberg
2024	J	`jnl`	Evolutionary Strategies AI Addresses Multiple Technical Challenges in Deep Learning Deployment: Proof-of-Principle Demonstration for Neuroblastoma Brain Metastasis Detection. J. Imaging Inform. Medicine Subhanik Purkayastha, Hrithwik Shalu, David Gutman, Andrei I. Holodny, Shakeel Modak, Ellen Basu, Brian Kushner, Kim Kramer, Sofia Haque, Joseph N. Stember
2024	J	`jnl`	Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach. CoRR Subhadarsi Nayak, Hrithwik Shalu, Joseph N. Stember
2024	J	`jnl`	Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies. CoRR Bala McRae-Posani, Andrei I. Holodny, Hrithwik Shalu, Joseph N. Stember
2023	J	`jnl`	Direct Evaluation of Treatment Response in Brain Metastatic Disease with Deep Neuroevolution. J. Digit. Imaging Joseph N. Stember, Robert J. Young, Hrithwik Shalu
2022	J	`jnl`	Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes. J. Digit. Imaging Joseph N. Stember, Hrithwik Shalu
2022	J	`jnl`	Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection. CoRR Subhanik Purkayastha, Hrithwik Shalu, David Gutman, Shakeel Modak, Ellen Basu, Brian Kushner, Kim Kramer, Sofia Haque, Joseph N. Stember
2022	J	`jnl`	Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices. CoRR Joseph N. Stember, Mehrnaz Jenabi, Luca Pasquini, Kyung K. Peck, Andrei I. Holodny, Hrithwik Shalu
2022	J	`jnl`	Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder. CoRR Joseph N. Stember, Danielle M. Stember, Luca Pasquini, Mehrnaz Jenabi, Andrei I. Holodny, Hrithwik Shalu
2022	J	`jnl`	Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution. CoRR Joseph N. Stember, Robert Young, Hrithwik Shalu
2022	J	`jnl`	Reinforcement learning using Deep Q networks and Q learning accurately localizes brain tumors on MRI with very small training sets. BMC Medical Imaging Joseph N. Stember, Hrithwik Shalu
2021	J	`jnl`	Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics. CoRR Joseph N. Stember, Parvathy Jayan, Hrithwik Shalu
2021	J	`jnl`	Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification. CoRR Joseph N. Stember, Hrithwik Shalu
2021	J	`jnl`	Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes. CoRR Joseph N. Stember, Hrithwik Shalu
2021	J	`jnl`	Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images. CoRR Joseph N. Stember, Hrithwik Shalu
2021	J	`jnl`	Panoramic Dental Reconstruction for Faster Detection of Dental Pathology on Medical Non-dental CT Scans: a Proof of Concept from CT Neck Soft Tissue. J. Digit. Imaging Joseph N. Stember, Gul Moonis, Cleber Silva
2020	J	`jnl`	Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images. CoRR Joseph N. Stember, Hrithwik Shalu
2020	J	`jnl`	Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets. CoRR Joseph N. Stember, Hrithwik Shalu
2020	J	`jnl`	Surface Point Cloud Ultrasound with Transcranial Doppler: Coregistration of Surface Point Cloud Ultrasound with Magnetic Resonance Angiography for Improved Reproducibility, Visualization, and Navigation in Transcranial Doppler Ultrasound. J. Digit. Imaging Joseph N. Stember, Kalijah L. Terilli, E. Perez, Murad Megjhani, Cathleen A. Cooper, Sachin Jambawalikar, Soojin Park
2020	J	`jnl`	Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets. CoRR Joseph N. Stember, Hrithwik Shalu
2019	J	`jnl`	Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance Angiography. J. Digit. Imaging Joseph N. Stember, Peter D. Chang, Danielle M. Stember, Michael Z. Liu, Jack Grinband, Christopher G. Filippi, Philip Meyers, Sachin Jambawalikar
2019	—	`conf`	Cross-Modality Knowledge Transfer for Prostate Segmentation from CT Scans. DART/MIL3ID@MICCAI Yucheng Liu, Naji Khosravan, Yulin Liu, Joseph N. Stember, Jonathan Shoag, Ulas Bagci, Sachin Jambawalikar
2019	J	`jnl`	Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans. CoRR Yucheng Liu, Naji Khosravan, Yulin Liu, Joseph N. Stember, Jonathan Shoag, Ulas Bagci, Sachin Jambawalikar
2019	J	`jnl`	Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks. J. Digit. Imaging Joseph N. Stember, Haydar Celik, Elizabeth A. Krupinski, Peter D. Chang, Simukayi Mutasa, Bradford J. Wood, A. Lignelli, Gul Moonis, Lawrence H. Schwartz, Sachin Jambawalikar, Ulas Bagci
2018	J	`jnl`	Three-Dimensional Surface Point Cloud Ultrasound for Better Understanding and Transmission of Ultrasound Scan Information. J. Digit. Imaging Joseph N. Stember
2015	J	`jnl`	The Normal Mode Analysis Shape Detection Method for Automated Shape Determination of Lung Nodules. J. Digit. Imaging Joseph N. Stember
2013	J	`jnl`	The Self-Overlap Method for Assessment of Lung Nodule Morphology in Chest CT. J. Digit. Imaging Joseph N. Stember, Jane P. Ko, David P. Naidich, Manmeen Kaur, Henry Rusinek