Objective assessment of stored blood quality by deep learning

Label‐Free Leukemia Monitoring by Computer Vision

(2020) Minh Doan et al.   CYTOMETRY PART A

Molecular signatures of multiple myeloma progression through single cell RNA-Seq

(2019) Jin Sung Jang et al.   Blood Cancer Journal

A Map of Human Type 1 Diabetes Progression by Imaging Mass Cytometry

(2019) Nicolas Damond et al.   Cell Metabolism

Single-Cell RNA-Seq Reveals AML Hierarchies Relevant to Disease Progression and Immunity

(2019) Peter van Galen et al.   CELL

A comparison of single-cell trajectory inference methods

(2019) Wouter Saelens et al.   NATURE BIOTECHNOLOGY

Effect of donor, component and recipient characteristics on hemoglobin increments following red blood cell transfusion

(2019) Nareg Roubinian et al.   BLOOD

Label‐Free Analysis of Red Blood Cell Storage Lesions Using Image Flow Cytometry

(2019) Ruben N. Pinto et al.   CYTOMETRY PART A

A cellular census of human lungs identifies novel cell states in health and in asthma

(2019) Felipe A. Vieira Braga et al.   NATURE MEDICINE

Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification

(2019) Ivo M. Baltruschat et al.   Scientific Reports

Association of donor age, body mass index, hemoglobin, and smoking status with in‐hospital mortality and length of stay among red blood cell–transfused recipients

(2019) Nareg H. Roubinian et al.   TRANSFUSION

Not all red cell concentrate units are equivalent: international survey of processing and in vitro quality data

(2019) Andrew W. Shih et al.   VOX SANGUINIS

Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

(2018) H A Haenssle et al.   ANNALS OF ONCOLOGY

Opportunities and obstacles for deep learning in biology and medicine

(2018) Travers Ching et al.   Journal of the Royal Society Interface

CellProfiler 3.0: Next-generation image processing for biology

(2018) Claire McQuin et al.   PLOS BIOLOGY

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Single-cell transcriptomes from human kidneys reveal the cellular identity of renal tumors

(2018) Matthew D. Young et al.   SCIENCE

Dimensionality reduction for visualizing single-cell data using UMAP

(2018) Etienne Becht et al.   NATURE BIOTECHNOLOGY

The association between blood donor sex and age and transfusion recipient mortality: an exploratory analysis

(2018) Nancy M. Heddle et al.   TRANSFUSION

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Donor-specific individuality of red blood cell performance during storage is partly a function of serum uric acid levels

(2017) Vassilis L. Tzounakas et al.   TRANSFUSION

Proceedings of the Food and Drug Administration's public workshop on new red blood cell product regulatory science 2016

(2017) Jaroslav G. Vostal et al.   TRANSFUSION

Spherocytic shift of red blood cells during storage provides a quantitative whole cell-based marker of the storage lesion

(2017) Camille Roussel et al.   TRANSFUSION

Diffusion pseudotime robustly reconstructs lineage branching

(2016) Laleh Haghverdi et al.   NATURE METHODS

Effect of Short-Term vs. Long-Term Blood Storage on Mortality after Transfusion

(2016) Nancy M. Heddle et al.   NEW ENGLAND JOURNAL OF MEDICINE

Assessing the influence of component processing and donor characteristics on quality of red cell concentrates using quality control data

(2016) A. Jordan et al.   VOX SANGUINIS

Effect of Transfusion of Red Blood Cells With Longer vs Shorter Storage Duration on Elevated Blood Lactate Levels in Children With Severe Anemia

(2015) Aggrey Dhabangi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Deep learning

(2015) Yann LeCun et al.   NATURE

Age of Transfused Blood in Critically Ill Adults

(2015) Jacques Lacroix et al.   NEW ENGLAND JOURNAL OF MEDICINE

Effects of Red-Cell Storage Duration on Patients Undergoing Cardiac Surgery

(2015) Marie E. Steiner et al.   NEW ENGLAND JOURNAL OF MEDICINE

A quality monitoring program for red blood cell components: in vitro quality indicators before and after implementation of semiautomated processing

(2014) Jason P. Acker et al.   TRANSFUSION

Additive solution-7 reduces the red blood cell cold storage lesion

(2014) Jose A. Cancelas et al.   TRANSFUSION

An update on red blood cell storage lesions, as gleaned through biochemistry and omics technologies

(2014) Angelo D'Alessandro et al.   TRANSFUSION

Measures of stored red blood cell quality

(2014) J. R. Hess   VOX SANGUINIS

Red Blood Cell Transfusion: A Clinical Practice Guideline From the AABB*

(2013) Jeffrey L. Carson   ANNALS OF INTERNAL MEDICINE

Rejuvenation of ATP during storage does not reverse effects of the hypothermic storage lesion

(2013) Jayme D.R. Tchir et al.   TRANSFUSION

Effect of Fresh Red Blood Cell Transfusions on Clinical Outcomes in Premature, Very Low-Birth-Weight Infants

(2012) Dean A. Fergusson et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Multiobjective evolutionary algorithms to identify highly autocorrelated areas: the case of spatial distribution in financially compromised farms

(2011) Carlos R. García-Alonso et al.   ANNALS OF OPERATIONS RESEARCH

Red cell changes during storage

(2010) John R. Hess   TRANSFUSION AND APHERESIS SCIENCE

The Red Blood Cell Proteome and Interactome: An Update

(2009) Angelo D’Alessandro et al.   JOURNAL OF PROTEOME RESEARCH