An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection

Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection

(2022) Miguel López-Pérez et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

The Long-Term Survival of Intracranial Hemorrhage Patients Successfully Weaned from Prolonged Mechanical Ventilation

(2021) Chienhsiu Huang et al.   International Journal of General Medicine

DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images

(2021) Shouliang Qi et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Global, Regional and Country-Specific Burden of Ischaemic Stroke, Intracerebral Haemorrhage and Subarachnoid Haemorrhage: A Systematic Analysis of the Global Burden of Disease Study 2017

(2020) Rita V. Krishnamurthi et al.   NEUROEPIDEMIOLOGY

Accurate Screening of COVID-19 Using Attention-Based Deep 3D Multiple Instance Learning

(2020) Zhongyi Han et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Gaussian processes for biogeophysical parameter retrieval and model inversion

(2020) Daniel Heestermans Svendsen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks

(2020) Jiawen Yao et al.   MEDICAL IMAGE ANALYSIS

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

Revisiting multiple instance neural networks

(2018) Xinggang Wang et al.   PATTERN RECOGNITION

Hybrid 3D/2D Convolutional Neural Network for Hemorrhage Evaluation on Head CT

(2018) P.D. Chang et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Automated deep-neural-network surveillance of cranial images for acute neurologic events

(2018) Joseph J. Titano et al.   NATURE MEDICINE

Learning from crowds with variational Gaussian processes

(2018) Pablo Ruiz et al.   PATTERN RECOGNITION

Epidemiology, Risk Factors, and Clinical Features of Intracerebral Hemorrhage: An Update

(2017) Sang Joon An et al.   Journal of Stroke