Cristian A Linte

Affiliations

Center for Imaging Science, Rochester Institute of Technology, NY, USA.
Biomedical Engineering, Rochester Institute of Technology, NY, USA.

Publications (44)

CondenseUNet: A memory-efficient condensely-connected architecture for bi-ventricular blood pool and myocardium segmentation.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: S M Kamrul Hasan ,

An Adversarial Network Architecture Using 2D U-Net Models for Segmentation of Left Ventricle from Cine Cardiac MRI.

Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH

Avec: Roshan Reddy Upendra , Shusil Dangi ,

Reconstructing Cardiac Wave Dynamics From Myocardial Motion Data.

Computing in cardiology

Avec: Christopher B Beam , Niels F Otani

Motion Extraction of the Right Ventricle from 4D Cardiac Cine MRI Using A Deep Learning-Based Deformable Registration Framework.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Roshan Reddy Upendra , S M Kamrul Hasan , Richard Simon , Brian Jamison Wentz , Suzanne M Shontz , Michael S Sacks ,

High-Order Cardiomyopathy Human Heart Model and Mesh Generation.

Computing in cardiology

Avec: Fariba Mohammadi , Suzanne M Shontz ,

A Deep Learning Framework for Image Super-Resolution for Late Gadolinium Enhanced Cardiac MRI.

Computing in cardiology

Avec: Roshan Reddy Upendra , Richard Simon ,

Dense Depth Estimation from Stereo Endoscopy Videos Using Unsupervised Optical Flow Methods.

Medical image understanding and analysis : 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12-14, 2021, Proceedings. Medical Image Understanding and Analysis (Conference) (25th : 2021 : Online)

Avec: Zixin Yang , Richard Simon , Yangming Li ,

Investigating the impact of class-dependent label noise in medical image classification.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Bidur Khanal , S M Kamrul Hasan , Bishesh Khanal ,

Learning Deep Representations of Cardiac Structures for 4D Cine MRI Image Segmentation through Semi-Supervised Learning.

Applied sciences (Basel, Switzerland)

Avec: S M Kamrul Hasan ,

Automated Segmentation of Cardiac Chambers from Cine Cardiac MRI Using an Adversarial Network Architecture.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Roshan Reddy Upendra , Shusil Dangi ,

A Supervised Image Registration Approach for Late Gadolinium Enhanced MRI and Cine Cardiac MRI Using Convolutional Neural Networks.

Medical image understanding and analysis : 24th Annual Conference, MIUA 2020, Oxford, UK, July 15-17, 2020, Proceedings. Medical Image Understanding and Analysis (Conference) (24th : 2020 : Online)

Avec: Roshan Reddy Upendra , Richard Simon ,

SPIE Medical Imaging 50th anniversary: historical review of the Image-Guided Procedures, Robotic Interventions, and Modeling conference.

Journal of medical imaging (Bellingham, Wash.)

Avec: Jeffrey H Siewerdsen ,

A Feature-based Affine Registration Method for Capturing Background Lung Tissue Deformation for Ground Glass Nodule Tracking.

Computer methods in biomechanics and biomedical engineering. Imaging & visualization

Avec: Yehuda K Ben-Zikri , María Helguera , David Fetzer , David A Shrier , Stephen R Aylward , Deepak Chittajallu , Marc Niethammer , Nathan D Cahill ,

Deep learning architecture for 3D image super-resolution of late gadolinium enhanced cardiac MRI.

Journal of medical imaging (Bellingham, Wash.)

Avec: Roshan Reddy Upendra , Richard Simon ,

A Deep Learning Framework to Estimate Elastic Modulus from Ultrasound Measured Displacement Fields.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Utsav Ratna Tuladhar , Richard A Simon , Michael S Richards

L-CO-Net: Learned Condensation-Optimization Network for Segmentation and Clinical Parameter Estimation from Cardiac Cine MRI.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: S M Kamrul Hasan ,

Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning.

Statistical atlases and computational models of the heart. STACOM (Workshop)

Avec: Shusil Dangi , Ziv Yaniv ,

Combining Statistical Shape Model and Principal Component Analysis to Estimate Left Ventricular Volume and Ejection Fraction.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Dawei Liu , Shusil Dangi , Karl Q Schwarz ,

Segmentation and Removal of Surgical Instruments for Background Scene Visualization from Endoscopic / Laparoscopic Video.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: S M Kamrul Hasan , Richard A Simon ,

A Convolutional Neural Network-based Deformable Image Registration Method for Cardiac Motion Estimation from Cine Cardiac MR Images.

Computing in cardiology

Avec: Roshan Reddy Upendra , Brian Jamison Wentz , Suzanne M Shontz ,

Transitive Inverse Consistent Rigid Longitudinal Registration of Diffusion Weighted Magnetic Resonance Imaging: A Case Study in Athletes With Repetitive Non-Concussive Head Injuries.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Harshkumar S Prajapati , Kian Merchant-Borna , Jeffrey J Bazarian , Nathan D Cahill

M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks.

Medical Image Understanding and Analysis. Medical Image Understanding and Analysis (Conference)

Avec: Bidur Khanal , Binod Bhattarai , Bishesh Khanal , Danail Stoyanov ,

A 3D Convolutional Neural Network with Gradient Guidance for Image Super-Resolution of Late Gadolinium Enhanced Cardiac MRI.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Roshan Reddy Upendra ,

Disparity refinement framework for learning-based stereo matching methods in cross-domain setting for laparoscopic images.

Journal of medical imaging (Bellingham, Wash.)

Avec: Zixin Yang , Richard Simon ,

Inpainting surgical occlusion from laparoscopic video sequences for robot-assisted interventions.

Journal of medical imaging (Bellingham, Wash.)

Avec: S M Kamrul Hasan , Richard A Simon ,

Toward Quantification and Visualization of Active Stress Waves for Myocardial Biomechanical Function Assessment.

Computing in cardiology

Avec: Niels F Otani , Dylan Dang , Christopher Beam , Fariba Mohammadi , Brian Wentz , S M Kamrul Hasan , Suzanne M Shontz , Karl Q Schwarz , Sabu Thomas ,

U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instruments from Laparoscopic Images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: S M Kamrul Hasan ,

Left Ventricular Ejection Fraction Assessment: Unraveling the Bias between Area- and Volume-based Estimates.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Dawei Liu , Isabelle Peck , Shusil Dangi , Karl Q Schwarz ,

Therapeutic Systems and Technologies: State-of-the-Art Applications, Opportunities, and Challenges.

IEEE reviews in biomedical engineering

Avec: Mohamed Almekkawy , Jie Chen , Michael D Ellis , Dieter Haemmerich , David R Holmes , Dorin Panescu , John Pearce , Punit Prakash , Vesna Zderic

A distance map regularized CNN for cardiac cine MR image segmentation.

Medical physics

Avec: Shusil Dangi , Ziv Yaniv

A marker-free registration method for standing X-ray panorama reconstruction for hip-knee-ankle axis deformity assessment.

Computer methods in biomechanics and biomedical engineering. Imaging & visualization

Avec: Yehuda K Ben-Zikri , Ziv R Yaniv , Karl Baum ,

A Multi-Task Cross-Task Learning Architecture for Ad Hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation.

Computing in cardiology

Avec: S M Kamrul Hasan ,

CNN-Based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI.

Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH

Avec: Roshan Reddy Upendra , Brian Jamison Wentz , Richard Simon , Suzanne M Shontz ,

Learning feature descriptors for pre- and intra-operative point cloud matching for laparoscopic liver registration.

International journal of computer assisted radiology and surgery

Avec: Zixin Yang , Richard Simon ,

A machine leaning approach for abdominal aortic aneurysm severity assessment using geometric, biomechanical, and patient-specific historical clinical features.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Golnaz Jalalahmadi , María Helguera ,

Toward an Affine Feature-Based Registration Method for Ground Glass Lung Nodule Tracking.

VipIMAGE 2019 : proceedings of the VII ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, October 16-18, 2019, Porto, Portugal. VipIMAGE (Conference) (2019 : Porto, Portugal)

Avec: Yehuda Kfir Ben Zikri , María Helguera , Nathan D Cahill , David Shrier ,

A Statistical Shape Model Approach for Computing Left Ventricle Volume and Ejection Fraction Using Multi-plane Ultrasound Images.

Avec: Dawei Liu , Isabelle Peck , Shusil Dangi , Karl Q Schwarz ,

Joint Deep Learning Framework for Image Registration and Segmentation of Late Gadolinium Enhanced MRI and Cine Cardiac MRI.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Roshan Reddy Upendra , Richard Simon ,

Joint Segmentation and Uncertainty Estimation of Ventricular Structures from Cardiac MRI using a Bayesian CondenseUNet.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: S M Kamrul Hasan ,

Endoscope Localization and Dense Surgical Scene Reconstruction for Stereo Endoscopy by Unsupervised Optical Flow and Kanade-Lucas-Tomasi Tracking.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Zixin Yang , Shan Lin , Richard Simon ,

Toward a Quasi-dynamic Pulsed Field Electroporation Numerical Model for Cardiac Ablation: Predicting Tissue Conductance Changes and Ablation Lesion Patterns.

Computing in cardiology

Avec: Richard Simon , Nishaki K Mehta , Kuldeep B Shah , David E Haines ,

Investigating Transformer Encoding Techniques to Improve Data-Driven Volume-to-Surface Liver Registration for Image-Guided Navigation.

Data engineering in medical imaging : first MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. DEMI (Workshop) (1st : 2023 : Vancouver, B.C.)

Avec: Michael Young , Zixin Yang , Richard Simon ,

Improving Medical Image Classification in Noisy Labels Using only Self-supervised Pretraining.

Avec: Bidur Khanal , Binod Bhattarai , Bishesh Khanal ,

Deformable Image Registration Using Vision Transformers for Cardiac Motion Estimation from Cine Cardiac MRI Images.

Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH

Avec: Roshan Reddy Upendra , Richard Simon , Suzanne M Shontz ,

Réseau de co-auteurs

Richard Simon 13 collaborations

S M Kamrul Hasan 11 collaborations

Roshan Reddy Upendra 11 collaborations

Shusil Dangi 7 collaborations

Suzanne M Shontz 6 collaborations

Zixin Yang 5 collaborations

Karl Q Schwarz 4 collaborations

Brian Jamison Wentz 3 collaborations

Bidur Khanal 3 collaborations

Bishesh Khanal 3 collaborations

María Helguera 3 collaborations

Nathan D Cahill 3 collaborations

Richard A Simon 3 collaborations

Dawei Liu 3 collaborations

Niels F Otani 2 collaborations

Fariba Mohammadi 2 collaborations

Yehuda K Ben-Zikri 2 collaborations

Ziv Yaniv 2 collaborations

Binod Bhattarai 2 collaborations

Isabelle Peck 2 collaborations

Christopher B Beam 1 collaboration

Michael S Sacks 1 collaboration

Yangming Li 1 collaboration

Jeffrey H Siewerdsen 1 collaboration

David Fetzer 1 collaboration

David A Shrier 1 collaboration

Stephen R Aylward 1 collaboration

Deepak Chittajallu 1 collaboration

Marc Niethammer 1 collaboration

Utsav Ratna Tuladhar 1 collaboration

Michael S Richards 1 collaboration

Harshkumar S Prajapati 1 collaboration

Kian Merchant-Borna 1 collaboration

Jeffrey J Bazarian 1 collaboration

Danail Stoyanov 1 collaboration

Dylan Dang 1 collaboration

Christopher Beam 1 collaboration

Brian Wentz 1 collaboration

Sabu Thomas 1 collaboration

Mohamed Almekkawy 1 collaboration

Jie Chen 1 collaboration

Michael D Ellis 1 collaboration

Dieter Haemmerich 1 collaboration

David R Holmes 1 collaboration

Dorin Panescu 1 collaboration

John Pearce 1 collaboration

Punit Prakash 1 collaboration

Vesna Zderic 1 collaboration

Ziv R Yaniv 1 collaboration

Karl Baum 1 collaboration

Golnaz Jalalahmadi 1 collaboration

Yehuda Kfir Ben Zikri 1 collaboration

David Shrier 1 collaboration

Shan Lin 1 collaboration

Nishaki K Mehta 1 collaboration

Kuldeep B Shah 1 collaboration

David E Haines 1 collaboration

Michael Young 1 collaboration