Clinical trials: Deep Learning
Obstructive Sleep Apnea, Obstructive Sleep Apnea-hypopnea
Updating Deep Learning Algorithms for OSA Monitoring
The objective is to enhance the reliability of the algorithm to match that of Level 1 polysomnography by leveraging the diverse data obtained from Level 1 polysomnography to refine the deep learning algorithm.
- Trial name
- NCT06522815
- Testing
- CART-I plus, Polysomnography
- Where
- South Korea
- Volunteers
- 107 people, healthy volunteers welcome
- Sponsor
- Sky Labs
Heart Failure, Cardiomyopathies
Multimodal Physiologic State Intelligence Study
The OMNIPHYS study will investigate whether multimodal ultrasound and other routinely collected clinical and physiologic data can be combined with artificial intelligence to characterize changes in a person's physiologic state…
- Conditions
- Heart Failure, Cardiomyopathies, Pulmonary Hypertension, Myocarditis; Acute or Subacute
- Trial name
- OMNIPHYS (NCT07814118)
- Testing
- OMNIPHYS Multimodal Ultrasound Imaging System
- Where
- United States
- Volunteers
- 25,000 people, healthy volunteers welcome
- Sponsor
- Truway Health, Inc.
Diabetic Retinopathy
Multicenter Diagnostic Clinical Performance Study For Automated Detection of Diabetic Retinopathy
This study is a retrospective study to assess the efficacy and accuracy of the EyeCheckup software in screening for diabetic retinopathy in healthcare settings.
- Trial name
- NCT05471986
- Testing
- Color Fundus Photography/Non-Mydriatic Opthalmic Cameras
- Volunteers
- 900 people, healthy volunteers welcome
- Sponsor
- Ural Telekomunikasyon Sanayi Ticaret Anonim Sirketi
Hypertension, Pulmonary, Heart Failure With Reduced Ejection Fraction
Deep Learning Detection of Pulmonary Hypertension and Low Ejection Fraction Via Digital Stethoscope and 3-Lead ECG
This is a prospective, observational study evaluating whether heart sounds (phonocardiograms) and three-lead electrocardiograms (ECGs) recorded using the Eko CORE 500 digital stethoscope can help detect pulmonary hypertension…
- Trial name
- PH ELEFT 2-0 (NCT07087613)
- Testing
- Eko CORE 500 Digital Stethoscope
- Where
- 4 sites in United States
- Volunteers
- 3,850 people
- Sponsor
- Eko Devices, Inc.
Pneumothorax, Pulmonary Nodule, Solitary
Multi-Reader Retrospective Study Examining Carebot AI CXR 2.0.21-v2.01 Implementation in Everyday Radiology Clinical Practice
The primary objective is to evaluate the performance parameters of the proposed DLAD (Carebot AI CXR) in comparison to individual radiologists.
- Conditions
- Pneumothorax, Pulmonary Nodule, Solitary, Atelectasis, Subcutaneous Emphysema
- Trial name
- NCT05963945
- Testing
- Carebot AI CXR
- Where
- Czechia
- Volunteers
- 956 people
- Sponsor
- Carebot s.r.o.
Otalgia, Otitis Media
Validating and AI Software for Assessment of Children With Ear Concerns
The goal of this observational study is to determine if the Glimpse machine learning algorithm can accurately assess ear diseases in children.
- Conditions
- Otalgia, Otitis Media, Otitis Media Effusion
- Trial name
- NCT07243093
- Volunteers
- 658 people
- Sponsor
- Glimpse Diagnostics, Inc.
Abdominal Aortic Aneurysm (AAA)
Comparative Study of a Software With the Gold Standard
Nurea wants to set-up a pivotal phase clinical study for its software PRAEVAorta, a decision-making support for diagnosis and follow-up of abdominal aorta aneurysm. This study is a comparative study.
- Trial name
- NCT04551183
- Testing
- Surgeons CT scan analysis, PRAEVAorta CT scan analysis
- Where
- France
- Sponsor
- Nurea
Glaucoma, Age-Related Macular Degeneration
Detecting Eye Diseases Via Hybrid Deep Learning Algorithms From Fundus Images
Eye health is of great importance for quality of life. Some eye diseases can progress and cause permanent damage up to vision loss if they are not treated early.
- Conditions
- Glaucoma, Age-Related Macular Degeneration, Retinal Vein Occlusion, Diabetic Retinopathy
- Trial name
- NCT06213896
- Testing
- Mydriatic Agent, Color Fundus Photography, EyeCheckup v2.0
- Where
- Turkey (Türkiye)
- Volunteers
- 1,528 people, healthy volunteers welcome
- Sponsor
- Ural Telekomunikasyon Sanayi Ticaret Anonim Sirketi
Ventricular Dysfunction, Left, Ventricular Function, Left
Federated Learning for Point-of-Care Cardiac Ultrasound
This prospective, multicenter study will evaluate a federated machine-learning system designed to analyze focused cardiac point-of-care ultrasound examinations.
- Conditions
- Ventricular Dysfunction, Left, Ventricular Function, Left, Echocardiography, Ultrasonography
- Trial name
- FL-POCUS (NCT07800962)
- Testing
- Focused Cardiac Point-of-Care Ultrasonography, FL-POCUS Federated Machine-Learning Analysis System
- Where
- United States
- Volunteers
- 3,000 people
- Sponsor
- Truway Health, Inc.
COVID-19
Classification of COVID-19 Infection in Posteroanterior Chest X-rays
The objective of this study is to assess three configurations of two convolutional deep neural network architectures for the classification of COVID-19 PCX images.
- Trial name
- NCT04358536
- Testing
- CovX
- Where
- United States
- Volunteers
- 230 people, healthy volunteers welcome
- Sponsor
- Dascena
Relapsing Remitting Multiple Sclerosis
Study to Evaluate the Usability and Value of Integrated Digital Solutions in Medical Care of Participants With Multiple Sclerosis
The main purpose of this study is to assess the usability and value of the multiple sclerosis (MS) care management platform in terms of improved monitoring of people with MS (pwMS) in clinical practice.
- Trial name
- ILLUMINATE (NCT05949580)
- Testing
- MS Care Platform (icobrain ms and icompanion ms)
- Where
- 7 sites in United States, Germany and 1 more
- Volunteers
- 500 people
- Sponsor
- Hoffmann-La Roche
Fractures, Musculoskeletal
Enhancing Diagnostic Accuracy in Fracture Identification on Musculoskeletal Radiographs Using Deep Learning
This retrospective study aims to evaluate the effectiveness of artificial intelligence (AI) in identifying fractures on musculoskeletal X-rays.
- Trial name
- NCT06644391
- Testing
- Carebot AI Bones
- Where
- Czechia
- Volunteers
- 600 people
- Sponsor
- Carebot s.r.o.
Sepsis
Discharge Readmission Analysis and Management in Sepsis (DReAMS-2)
This is an adaptive platform. This study is being done to collect information that will help us identify trends in patients with sepsis and other health conditions being readmitted into hospitals within 30 days of being…
- Trial name
- NCT06099756
- Where
- 3 sites in United States
- Volunteers
- 2,000 people
- Sponsor
- Measure Labs, Inc.
Data Collection for Facilitation of Machine Learning Algorithm for Personalized Treatment
Combining H1-Coil Deep Transcranial Magnetic Stimulation (dTMS) and App-guided CBT in Subjects With Major Depression Disorder (MDD)
A naturalistic study design, in which dTMS patients will be randomized to get a free add-on CBT treatment. The dTMS procedure will include treatment as usual, and participants will use the app from post randomization…
- Trial name
- NCT04455646
- Testing
- CBT-based, mobile-delivered, intervention platform
- Where
- 22 sites in United States
- Volunteers
- 540 people
- Sponsor
- Brainsway
Venous Thromboembolism
A Trial to Learn How Well REGN9933 Works for Preventing Blood Clots After Knee Replacement Surgery in Adult Participants
The primary objective of the study is to evaluate the efficacy of REGN9933 for the prevention of venous thromboembolism (VTE) after unilateral total knee arthroplasty (TKA), compared to enoxaparin The secondary objectives of the…
- Trial name
- NCT05618808
- Testing
- REGN9933, Enoxaparin, Apixiban
- Where
- 16 sites in Belgium, Bulgaria and 5 more
- Volunteers
- 373 people
- Sponsor
- Regeneron Pharmaceuticals
Thrombolysis, Symptomatic Proximal Deep Vein Thrombosis
A Study to Learn More About How Well BAY3018250 Works and How Safe it is for People With Proximal Deep Vein Thrombosis
Researchers are looking for a better way to treat people who have deep vein thrombosis (DVT). DVT is a condition that occurs when a blood clot forms in a deep vein in the leg.
- Trial name
- SIRIUS (NCT06149520)
- Testing
- BAY3018250
- Where
- 68 sites in Belgium, Bulgaria and 11 more
- Volunteers
- 283 people
- Sponsor
- Bayer
Non-small Cell Lung Cancer Metastatic
Predictive Multimodal Signatures Associated With Response to Treatment and Prognosis of Patients With Stage IV Non-small Cell Lung Cancer
Predicting response to therapy and disease progression in stage IV NSCLC patients treated with pembrolizumab monotherapy, chemotherapy-pembrolizumab combination therapy or chemotherapy alone in the first-line setting.
- Trial name
- DEEP-Lung-IV (NCT04994795)
- Testing
- Predictive models (data collection)
- Where
- 30 sites in United States, Brazil and 6 more
- Volunteers
- 4,000 people
- Sponsor
- Sophia Genetics SAS
Healthy
Retinal Deep PhenotypingTM
This study aims to collect a baseline dataset of MHRC retinal scans that will be used for the pre-training of deep learning models from the hyperspectral retinal image phenotypic features that may form the basis for multiple…
- Trial name
- NCT05903651
- Where
- 2 sites in Canada
- Volunteers
- 813 people, healthy volunteers welcome
- Sponsor
- Optina Diagnostics Inc.