Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays

7 February 2020

Papers citing "Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays"

17 / 17 papers shown

Title
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation Daniele Molino Francesco Di Feola Linlin Shen Paolo Soda V. Guarrasi MedIm LM&MA 67 0 0 02 May 2025
MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation Daniele Molino Francesco Di Feola E. Faiella Deborah Fazzini D. Santucci Linlin Shen V. Guarrasi Paolo Soda SyDa MedIm 39 0 0 10 Jan 2025
Designing a Robust Radiology Report Generation System Sonit Singh MedIm 36 1 0 02 Nov 2024
Cross-Fundus Transformer for Multi-modal Diabetic Retinopathy Grading with Cataract Fan Xiao Junlin Hou Ruiwei Zhao Rui Feng Haidong Zou Lina Lu Y. Xu Juzhao Zhang MedIm 33 1 0 01 Nov 2024
Random Token Fusion for Multi-View Medical Diagnosis Jingyu Guo Christos Matsoukas Fredrik Strand Kevin Smith MedIm 24 0 0 21 Oct 2024
Exploring scalable medical image encoders beyond text supervision Fernando Pérez-García Harshita Sharma Sam Bond-Taylor Kenza Bouzid Valentina Salvatelli ... Maria T. A. Wetscherek Noel Codella Stephanie L. Hyland Javier Alvarez-Valle Ozan Oktay LM&MA MedIm 50 9 0 19 Jan 2024
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning Zhe Huang B. Wessler M. C. Hughes 22 3 0 25 May 2023
StudyFormer : Attention-Based and Dynamic Multi View Classifier for X-ray images Lucas Wannenmacher Michael Fitzke Diane U Wilson Andre Dourson ViT MedIm 28 0 0 23 Feb 2023
Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images Junlin Hou Jilan Xu Fan Xiao Ruiwei Zhao Yuejie Zhang H. Zou Lina Lu Wenwen Xue Rui Feng MedIm 19 10 0 26 Nov 2022
Knowledge Distillation approach towards Melanoma Detection Md Shakib Khan Kazi Nabiul Alam Abdur Rab Dhruba H. Zunair Nabeel Mohammed 20 23 0 14 Oct 2022
Deep learning for understanding multilabel imbalanced Chest X-ray datasets H. Liz Javier Huertas-Tato Manuel Sánchez-Montanés Javier Del Ser David Camacho SSL 9 25 0 28 Jul 2022
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images Ashia Lewis Evanjelin Mahmoodi Yuyue Zhou Megan Coffee Elena Sizikova LM&MA 25 9 0 23 Sep 2021
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection D. M. Nguyen Thu Nguyen Huong Vu Quang-Cuong Pham Manh-Duy Nguyen Binh T. Nguyen Daniel Sonntag 11 20 0 04 Apr 2021
Multi-view analysis of unregistered medical images using cross-view transformers Gijs van Tulder Yao Tong E. Marchiori ViT 11 59 0 21 Mar 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 22 315 0 15 Mar 2021
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 18 775 0 22 Jun 2020
On the limits of cross-domain generalization in automated X-ray prediction Joseph Paul Cohen Mohammad Hashir Rupert Brooks H. Bertrand OOD 35 127 0 06 Feb 2020