Edward Vendrow

“Agile Modeling: From Concept to Classifier in Minutes”
By Otilia Stretcu*, Edward Vendrow*, Kenji Hata*, Krishnamurthy Viswanathan, Vittorio Ferrari, Sasan Tavakkol, Wenlei Zhou, Aditya Avinash, Emming Luo, Neil Gordon Alldrin, MohammadHossein Bateni, Gabriel Berger, Andrew Bunner, Chun-Ta Lu, Javier Rey, Giulia DeSalvo, Ranjay Krishna
IEEE/CVF International Conference on Computer Vision (ICCV 2023) [Proceedings] [arXiv] [Code]     *Equal Contribution

“JRDB-Pose: A Large-scale Dataset for Multi-Person Pose Estimation and Tracking”
By Edward Vendrow, Duy Tho Le, Hamid Rezatofighi
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023) [Proceedings] [arXiv]

“TraumaICDBERT, A Natural Language Processing Algorithm to Extract Injury ICD-10 Diagnosis Code from Free Text”
By Jeff Choi, Yifu Chen, Alexander Sivura, Edward Vendrow, Jenny Wang, David A Spain
Annals of Surgery, 2023 [Journal]

“Development and Validation of a Model to Quantify Injury Severity in Real Time”
By Jeff Choi*, Edward Vendrow*, Michael Moor, David A Spain
JAMA Network Open 6 (10), 2023 [Journal]     *Equal Contribution

“SoMoFormer: Multi-Person Pose Forecasting with Transformers.”
By Edward Vendrow, Satyajit Kumar, Ehsan Adeli, Hamid Rezatofighi.
arXiv preprint, 2022. [arXiv] [Code]

“Realistic Face Reconstruction from Deep Embeddings”
By Edward Vendrow, Joshua Vendrow.
NeurIPS PriML 2021 (NeurIPS Workshop on Privacy in Machine Learning). [Github]

"Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures"
By Edward Vendrow*, Ethan Schonfeld*
Heliyon 9 (7), 2023 [Journal] [arXiv]     *Equal Contribution

"Practical Computer Vision Application to Compute Total Body Surface Area Burn Reappraising a Fundamental Burn Injury Formula in the Modern Era"
By Jeff Choi, MD, MSc, Advait Patil, Edward Vendrow, Gavin Touponse, BSc, Layla Aboukhater, BSc, Joseph D. Forrester, MD, MSc, and David A. Spain, MD
JAMA Surgery (2021). [Journal] [App]

"On the relation of gene essentiality to intron structure: a computational and deep learning approach."
By Ethan Schonfeld, Edward Vendrow, Joshua Vendrow, Elan Schonfeld.
Life Science Alliance 4.6 (2021). [Journal] [bioRxiv] [Github]

"Rib Fracture Frailty Index: A Risk-Stratification Tool for Geriatric Patients with Multiple Rib Fractures."
By Jeff Choi, Ben J Marafino, Edward B Vendrow, Lakshika Tennakoon, Michael Baiocchi, David A Spain, Joseph D Forrester.
The Journal of Trauma and Acute Care Surgery (2021). [Journal]

"Machine Learning Application to Characterize Geriatric Frailty: TROUT Index"
By Jeff Choi, MD, MSc, Taylor Anderson MD, Edward Vendrow, Lakshika Tennakoon MD MPhil, David A. Spain MD, Joseph D. Forrester, MD, MSc
Submitted.

3rd Workshop on Visual Perception for Navigation in Human Environments: The JackRabbot Human Body Pose Dataset and Benchmark
Organizer
European Conference on Computer Vision Workshops (ECCV 2022) [Workshop]

International Challenge on Compositional and Multimodal Perception
Program Committee
European Conference on Computer Vision Workshops (ECCV 2022) [Workshop]

Random and Guided Edge Perturbations forImproved Learning on Graphs
By Edward Vendrow*, Alex Derhacobian*
Final Project, CS224W: Machine Learning on Graphs [Report]     *Equal Contribution

Few-Shot Conditional GANs with Weakly SupervisedPseudo-Label Refinement
By Edward Vendrow*, Nicolas Aagnes*
Final Project, CS236: Deep Generative Models. [Report]     *Equal Contribution

Cell segmentation with traditional and deep learning methods on EVICAN - a partially annotated dataset of grayscale images of 30 different cell lines from multiple microscopes
By Zixian Ma*, Edward Vendrow*
Final Project, CS279: Computational Biology: Structure and Organization of Biomolecules and Cells [Report]     *Equal Contribution