Time-distance vision transformers in lung cancer diagnosis from
longitudinal computed tomography

Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography

4 September 2022

Thomas A. Lasko

Fabien Maldonado

Bennett A. Landman

Papers citing "Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography"

10 / 10 papers shown

Title
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data Luoting Zhuang Stephen H. Park Steven J. Skates Ashley E. Prosper Denise R. Aberle William Hsu 117 0 0 11 Feb 2025
Multimodal Integration of Longitudinal Noninvasive Diagnostics for Survival Prediction in Immunotherapy Using Deep Learning Melda Yeghaian Zuhir Bodalal Daan van den Broek John B A G Haanen Regina G H Beets-Tan Stefano Trebeschi Marcel A J van Gerven 72 0 0 27 Nov 2024
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO Yi-Hsuan Li Alireza Rezaei ... Pascale Massin B. Cochener Ikram Brahim G. Quellec M. Lamard 26 0 0 24 Mar 2024
Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images Xikai Yang Jian Wu Xi Wang Yuchen Yuan N. Wang Pheng-Ann Heng AI4TS MedIm 27 0 0 21 Feb 2024
Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification Thomas Z. Li J. M. Still Kaiwen Xu Ho Hin Lee L. Cai ... M. Kammer K. Sandler Fabien Maldonado Bennett A. Landman Thomas A. Lasko 20 7 0 06 Apr 2023
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 71 330 0 11 Nov 2021
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 198 422 0 01 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,428 0 04 Jan 2021