Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning

31 August 2017

Papers citing "Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning"

37 / 37 papers shown

Title
The Eye as a Window to Systemic Health: A Survey of Retinal Imaging from Classical Techniques to Oculomics Inamullah Imran Razzak Shoaib Jameel 33 0 0 06 May 2025
Integrating electrocardiogram and fundus images for early detection of cardiovascular diseases K. A. Muthukumar Dhruva Nandi P. Ranjan Krithika Ramachandran Shiny PJ Anirban Ghosh Ashwini M Aiswaryah Radhakrishnan V. E. Dhandapani R. Janardhanan 19 1 0 31 Mar 2025
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models Zhenyue Qin Yu Yin Dylan Campbell Xuansheng Wu Ke Zou Yih-Chung Tham Ninghao Liu Xiuzhen Zhang Qingyu Chen 36 1 0 02 Oct 2024
Lightening Anything in Medical Images Ben Fei Yixuan Li Weidong Yang Hengjun Gao Jingyi Xu Lipeng Ma Yatian Yang Pinghong Zhou MedIm 32 2 0 01 Jun 2024
Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER) Wei-Duen Liao J. Voldman OOD CML 9 0 0 20 Sep 2023
k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment Minkyu Jeon Hyeon-Jin Park Hyunwoo J. Kim Michael Morley Hyunghoon Cho MedIm 27 3 0 20 Mar 2023
Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare Juexiao Zhou Haoyang Li Xingyu Liao Bin Zhang Wenjia He Zhongxiao Li Longxi Zhou Xin Gao MU 21 12 0 20 Feb 2023
Futuristic Variations and Analysis in Fundus Images Corresponding to Biological Traits M. Hassan Hao Zhang Ahmed Fateh Ameen Home Wu Zeng Shuyue Ma ... Dongmei Wu Can Zhang You Zhou Awiwu Ain Peiwu Qin MedIm 16 0 0 08 Feb 2023
Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content! Stefan Smeu Elena Burceanu Andrei Liviu Nicolicioiu Emanuela Haller 21 4 0 06 Oct 2022
Discovering novel systemic biomarkers in photos of the external eye Boris Babenko I. Traynis Christina W. Chen Preeti Singh Akib A Uddin ... Christopher Semturs Jonathan Krause A. Varadarajan N. Hammel Yun-hui Liu 11 1 0 19 Jul 2022
Replacing the Framingham-based equation for prediction of cardiovascular disease risk and adverse outcome by using artificial intelligence and retinal imaging E. Vaghefi D. Squirrell Songyang An Song Yang J. Marshall 8 0 0 17 Jul 2022
Deep Learning Discovery of Demographic Biomarkers in Echocardiography Grant Duffy S. Clarke M. Christensen B. He N. Yuan Susan Cheng David Ouyang 11 38 0 13 Jul 2022
Stain-free Detection of Embryo Polarization using Deep Learning Cheng Shen Adiyant Lamba Meng Zhu Ray Zhang Changhuei Yang M. Goetz 13 5 0 08 Nov 2021
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet Ali Karaali Rozenn Dahyot Donal J. Sexton 24 24 0 08 Nov 2021
Algorithmic encoding of protected characteristics in image-based models for disease detection Ben Glocker Charles Jones Mélanie Bernhardt S. Winzeck 21 9 0 27 Oct 2021
High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy with Cardiovascular Deep Learning Grant Duffy Paul Cheng N. Yuan B. He A. Kwan ... J. Zou J. Patel R. Witteles Susan Cheng David Ouyang 6 129 0 23 Jun 2021
The Medical Segmentation Decathlon Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani AnnetteKopp-Schneider ... Zhanwei Xu Yefeng Zheng Amber L. Simpson Lena Maier-Hein M. Jorge Cardoso OOD 40 947 0 10 Jun 2021
Deep learning on fundus images detects glaucoma beyond the optic disc Ruben Hemelings B. Elen J. Barbosa-Breda Matthew B. Blaschko P. Boever Ingeborg Stalmans MedIm 20 59 0 22 Mar 2021
COVIDx-US -- An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics Ashkan Ebadi Pengcheng Xi Alexander MacLean Stéphane Tremblay S. Kohli Alexander Wong 16 35 0 18 Mar 2021
AI Fairness via Domain Adaptation Neil J. Joshi Philippe Burlina 21 15 0 15 Mar 2021
A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection Ning Li Tao Li Chunyu Hu Kai Wang Hong Kang 14 85 0 16 Feb 2021
Detecting hidden signs of diabetes in external eye photographs Boris Babenko A. Mitani I. Traynis Naho Kitade Preeti Singh ... L. Peng D. Webster A. Varadarajan N. Hammel Yun-hui Liu 14 56 0 23 Nov 2020
NoPeek: Information leakage reduction to share activations in distributed deep learning Praneeth Vepakomma Abhishek Singh O. Gupta Ramesh Raskar MIACV FedML 11 84 0 20 Aug 2020
Scientific Discovery by Generating Counterfactuals using Image Translation Arunachalam Narayanaswamy Subhashini Venugopalan D. Webster L. Peng G. Corrado ... Abigail E. Huang Siva Balasubramanian Michael P. Brenner Phil Q. Nelson A. Varadarajan DiffM MedIm 14 20 0 10 Jul 2020
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod Salah A. Baker Kenton M. Sanders MedIm GAN 14 25 0 11 May 2020
SoQal: Selective Oracle Questioning in Active Learning Dani Kiyasseh T. Zhu David A. Clifton 17 0 0 22 Apr 2020
Hi Sigma, do I have the Coronavirus?: Call for a New Artificial Intelligence Approach to Support Health Care Professionals Dealing With The COVID-19 Pandemic B. Subirana F. Hueto P. Rajasekaran Jordi Laguarta S. Puig ... Carlos Iván Moreno José Francisco Munoz Valle A. D. González B. Vizmanos Sanjay E. Sarma 9 25 0 10 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 30 120 0 26 Mar 2020
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI Taro Langner Robin Strand H. Ahlström J. Kullberg 17 22 0 17 Feb 2020
Spiking Neural Predictive Coding for Continual Learning from Data Streams Alexander Ororbia 11 25 0 23 Aug 2019
Human detection of machine manipulated media Matthew Groh Ziv Epstein Nick Obradovich Manuel Cebrian Iyad Rahwan 12 21 0 06 Jul 2019
Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk S. Barbieri James Kemp O. Perez-Concha S. Kotwal M. Gallagher A. Ritchie Louisa R Jorm 14 75 0 21 May 2019
Attention Based Glaucoma Detection: A Large-scale Database and CNN Model Liu Li Mai Xu Xiaofei Wang Lai Jiang Hanruo Liu 16 202 0 26 Mar 2019
Deep Learning in Cardiology Paschalis A. Bizopoulos D. Koutsouris MedIm 16 135 0 22 Feb 2019
Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter Petteri Teikari Raymond P. Najjar L. Schmetterer D. Milea MedIm 6 27 0 13 Oct 2018
The Roles of Supervised Machine Learning in Systems Neuroscience Joshua I. Glaser Ari S. Benjamin Roozbeh Farhoodi Konrad Paul Kording 10 114 0 21 May 2018
Deep Learning based Retinal OCT Segmentation M. Pekala Neil J. Joshi D. E. Freund N. Bressler D. DeBuc Philippe Burlina 11 168 0 29 Jan 2018