Papers

76 results
Diagnostic Accuracy of Deep Learning and Radiomics in Lung Cancer Staging: A Systematic Review and Meta-Analysis.
Zheng X, He B, Hu Y, Ren M, Chen Z, Zhang Z, Ma J, Ouyang L, Chu H, Gao H, He W, Liu T, Li G - Frontiers in public health, August 05, 2022 20 citations
P
lung cancer, tumor types, malignant lung nodules, lymph node metastases
I/C
radiomics models, deep learning models, diagnostic accuracy of radiomics and deep learning
O
pooled AUROC
Prevalence and Diagnosis of Neurological Disorders Using Different Deep Learning Techniques: A Meta-Analysis.
Gautam R, Sharma M - Journal of medical systems, January 07, 2020 96 citations
P
stroke, alzheimer, parkinson's, epilepsy, autism, migraine, cerebral palsy, multiple sclerosis
I/C
deep learning techniques
O
accuracy, specificity, sensitivity
Application of deep learning algorithms in automatic sonographic localization and segmentation of the median nerve: A systematic review and meta-analysis.
Wang JC, Shu YC, Lin CY, Wu WT, Chen LR, Lo YC, Chiu HC, Özçakar L, Chang KV - Artificial intelligence in medicine, March 04, 2023 16 citations
P
373
I/C
Deep learning algorithms, Manual assessment
O
Accuracy, Precision, Recall, F-score, Dice coefficient
Diagnostic Accuracy of Wireless Capsule Endoscopy in Polyp Recognition Using Deep Learning: A Meta-Analysis.
Mi J, Han X, Wang R, Ma R, Zhao D - International journal of clinical practice, June 11, 2022 5 citations
P
819 patients
I/C
WCE using deep learning
O
accuracy of WCE in identifying polyps
Genetic Predisposition of Anti-Cytomegalovirus Immunoglobulin G Levels and the Risk of 9 Cardiovascular Diseases.
Tan JS, Ren JM, Fan L, Wei Y, Hu S, Zhu SS, Yang Y, Cai J - Frontiers in cellular and infection microbiology, July 15, 2022 19 citations
P
human cytomegalovirus (HCMV)
I/C
anti-cytomegalovirus immunoglobulin (Ig) G levels, coronary artery disease, peripheral artery disease, deep vein thrombosis
O
atherosclerosis, coronary artery disease, hypertension, heart failure, peripheral artery disease, pulmonary embolism, deep vein thrombosis of the lower extremities, rheumatic valve diseases, non-rheumatic valve diseases
Role of statins in the prevention of post-thrombotic syndrome after a deep vein thrombosis event: a systematic review and meta-analysis.
Caiano LM, Drury T, Zahrai A, Wang TF, Siegal DM, Rodger MA, Fournier K, Delluc A - Journal of thrombosis and haemostasis : JTH, January 26, 2023 3 citations
P
patients with deep vein thrombosis
I/C
statins, controls
O
incidence of post-thrombotic syndrome
DEEP LEARNING ALGORITHMS HAVE HIGH ACCURACY FOR AUTOMATED LANDMARK DETECTION ON 2D LATERAL CEPHALOGRAMS.
Cao L, He H, Hua F - The journal of evidence-based dental practice, December 10, 2022 4 citations
P
cephalometric landmark detection
I/C
deep learning, conventional methods
O
accuracy
Outcome differences between males and females undergoing deep brain stimulation for treatment-resistant depression: systematic review and individual patient data meta-analysis.
Patel E, Ramaiah P, Mamaril-Davis JC, Bauer IL, Koujah D, Seideman T, Kelbert J, Nosova K, Bina RW - Journal of affective disorders, February 05, 2024 1 citations
P
Treatment-resistant depression (TRD) patients
I/C
Deep brain stimulation (DBS), Males and females
O
Females with TRD respond at higher rates to DBS treatment than males
Effects of anesthetic depth on postoperative pain and delirium: a meta-analysis of randomized controlled trials with trial sequential analysis.
Long Y, Feng X, Liu H, Shan X, Ji F, Peng K - Chinese medical journal, February 03, 2023 4 citations
P
adult surgical patients
I/C
deep vs. light anesthesia, postoperative pain and delirium
O
lower pain scores at rest at 0 to 1 h postoperatively, increased incidence of postoperative delirium
The use of flaps for management of deep sternal wound complications: A systematic review and meta-analysis.
McCranie AS, Christodoulou N, Wolfe B, Malgor RD, Mathes DW, Winocour J, Yu JW, Kalia N, Kaoutzanis C - Journal of plastic, reconstructive & aesthetic surgery : JPRAS, March 06, 2024 0 citations
P
patients with deep sternal wound infections
I/C
sternal rewiring, pectoralis major muscle flaps (PMFs), greater omental flaps (GOFs), flap reconstruction versus rewiring, PMFs versus GOFs
O
mortality, treatment failure, length of hospital stay (LOS)
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