List of works - Yun Liu

A deep learning system for differential diagnosis of skin diseases

scientific article published on 18 May 2020

AI papers in ophthalmology made simple

scientific article published on 07 May 2020

An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis

scientific article published on 12 August 2019

Artificial Intelligence-Based Breast Cancer Nodal Metastasis Detection

scientific article published on 08 October 2018

Author Correction: Detection of anaemia from retinal fundus images via deep learning

scientific article published on 01 February 2020

Beatquency domain and machine learning improve prediction of cardiovascular death after acute coronary syndrome

scientific article published on 6 October 2016

Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation

scientific article published on 03 December 2019

Conversational AI in health: Design considerations from a Wizard-of-Oz dermatology case study with users, clinicians and a medical LLM

scientific article published on 11 May 2024

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs

scientific article published on 24 September 2019

Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19

scientific article published on 01 September 2021

Deep learning-based survival prediction for multiple cancer types using histopathology images

scientific article published on 17 June 2020

Deep learning-enabled medical computer vision

publication published on 08 January 2021

Detection of anaemia from retinal fundus images via deep learning

scientific article published on 23 December 2019

Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer

scientific article published on 07 June 2019

ECG morphological variability in beat space for risk stratification after acute coronary syndrome.

scientific article

How to Read Articles That Use Machine Learning: Users' Guides to the Medical Literature

scientific article published on 01 November 2019

How to develop machine learning models for healthcare

scientific article published on 01 May 2019

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

scientific article published in December 2018

Improved eIF4E Binding Peptides by Phage Display Guided Design: Plasticity of Interacting Surfaces Yield Collective Effects ⬇️

scientific article published on October 19, 2012

LS-SNP/PDB: annotated non-synonymous SNPs mapped to Protein Data Bank structures.

scientific article

Large language models encode clinical knowledge

scientific article published in 2023

Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders

scientific article published on 15 December 2020

Measuring clinician-machine agreement in differential diagnoses for dermatology

scientific article published on 14 October 2019

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

scientific article published on 19 February 2018

Remote Tool-Based Adjudication for Grading Diabetic Retinopathy

scientific article published on 01 November 2019

Reply to: Transparency and reproducibility in artificial intelligence

scientific article published on 01 October 2020

Reply: 'The importance of study design in the application of artificial intelligence methods in medicine'

scientific article published on 18 October 2019

Revealed versus potential spatial accessibility of healthcare and changing patterns during the COVID-19 pandemic

scientific article published on 3 November 2023

Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

scientific article published on 8 June 2023

Role of the N-terminal lid in regulating the interaction of phosphorylated MDMX with p53.

scientific article published in December 2017

Similar image search for histopathology: SMILY

scientific article published on 21 June 2019

Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection

scientific article published on 12 December 2019

List of works by Yun Liu