Deep Learning to Quantify Pulmonary Edema in Chest Radiographs [PDF]
Purpose: To develop a machine learning model to classify the severity grades of pulmonary edema on chest radiographs. Materials and Methods: In this retrospective study, 369,071 chest radiographs and associated radiology reports from 64,581 (mean age, 51.71; 54.51% women) patients from the MIMIC-CXR chest radiograph dataset were included.
Berkowitz, Seth J+5 more
arxiv +5 more sources
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment [PDF]
We propose and demonstrate a novel machine learning algorithm that assesses pulmonary edema severity from chest radiographs. While large publicly available datasets of chest radiographs and free-text radiology reports exist, only limited numerical edema severity labels can be extracted from radiology reports. This is a significant challenge in learning
Geeticka Chauhan+8 more
arxiv +3 more sources
EXPERIMENTAL EVALUATION OF THE PULMONARY EDEMA INDUCED BY THE VENOM OF THE SCORPION TITYUS ASTHENES IN RATS [PDF]
The species Tityus asthenes has been responsible for scorpion sting deaths in Panama. Pulmonary edema is one of the main causes of death registered by scorpionism.
Cesar Abdiel Amaya RodrÃguez
doaj +3 more sources
Assessment of pulmonary edema: principles and practice [PDF]
Pulmonary edema increasingly is recognized as a perioperative complication affecting outcome. Several risk factors have been identified, including those of cardiogenic origin, such as heart failure or excessive fluid administration, and those related to ...
Assaad, Sherif+4 more
core +2 more sources
Involvement of nitric oxide pathways in neurogenic pulmonary edema induced by vagotomy [PDF]
OBJECTIVE: The objective of this study was to evaluate the involvement of peripheral nitric oxide (NO) in vagotomy-induced pulmonary edema by verifying whether the nitric oxide synthases (NOS), constitutive (cNOS) and inducible (iNOS), participate in ...
Eleonora Blanco+3 more
doaj +7 more sources
Reexpansion Pulmonary Edema [PDF]
Abstrak Reexpansion pulmonary edema (REPE) adalah edema paru non kardiogenik, biasanya bersifat unilateral. yang terjadi pada paru yang mengembang setelah periode kolaps akibat pneumotoraks atau efusi pleura.
diana nur asrini
doaj +3 more sources
The Curious Question of Exercise-Induced Pulmonary Edema [PDF]
The question of whether pulmonary edema develops during exercise on land is controversial. Yet, the development of pulmonary edema during swimming and diving is well established.
Melissa L. Bates+2 more
doaj +4 more sources
Flash pulmonary edema: A rare cause and possible mechanisms [PDF]
Flash pulmonary edema frequently develop in case of bilateral renal artery stenosis and unilateral renal artery stenosis with functional solitary kidney.
Tolga Cimen+4 more
doaj +3 more sources
Immersion Pulmonary Edema in Female Triathletes [PDF]
Pulmonary edema has been reported in SCUBA divers, apnea divers, and long-distance swimmers however, no instances of pulmonary edema in triathletes exist in the scientific literature.
Eric A. Carter, Michael S. Koehle
doaj +4 more sources
Pulmonary Edema: A Pictorial Review of Imaging Manifestations and Current Understanding of Mechanisms of Disease [PDF]
Pulmonary edema is a common clinical entity caused by the extravascular movement of fluid into the pulmonary interstitium and alveoli. The four physiologic categories of edema include hydrostatic pressure edema, permeability edema with and without ...
Maria Barile
doaj +2 more sources