Unsupervised Learning - Genetic Mutations

Relevant Publications

Deriving phenotype-representative left ventricular flow patterns by reduced-order modeling and classification.

Issue Release: 2024

Heterogeneity of treatment effect of vilobelimab in COVID-19: a secondary analysis of a randomised controlled trial.

Issue Release: 2024

Auto-evaluation of skull radiograph accuracy using unsupervised anomaly detection.

Issue Release: 2024

Spatial and geometric learning for classification of breast tumors from multi-center ultrasound images: a hybrid learning approach.

Issue Release: 2024

ASD-SWNet: a novel shared-weight feature extraction and classification network for autism spectrum disorder diagnosis.

Issue Release: 2024

MSO-GP: 3-D segmentation of large and complex conjoined tree structures.

Issue Release: 2024

Unsupervised stain augmentation enhanced glomerular instance segmentation on pathology images.

Issue Release: 2024

A novel approach to anxiety level prediction using small sets of judgment and survey variables.

Issue Release: 2024

Light-evoked deformations in rod photoreceptors, pigment epithelium and subretinal space revealed by prolonged and multilayered optoretinography.

Issue Release: 2024

Meta-learning based blind image super-resolution approach to different degradations.

Issue Release: 2024

Cycle contrastive adversarial learning with structural consistency for unsupervised high-quality image deraining transformer.

Issue Release: 2024

SuperAnimal pretrained pose estimation models for behavioral analysis.

Issue Release: 2024

Improvement of gram staining effect by ethanol pretreatment and quantization of staining image by unsupervised machine learning.

Issue Release: 2024

Deep learning based decoding of single local field potential events.

Issue Release: 2024

Insights into traditional Large Deformation Diffeomorphic Metric Mapping and unsupervised deep-learning for diffeomorphic registration and their evaluation.

Issue Release: 2024

Cancer-associated fibroblasts (CAFs) gene signatures predict outcomes in breast and prostate tumor patients.

Issue Release: 2024

Construction of prediction models for novel subtypes in patients with arteriosclerosis obliterans undergoing endovascular therapy: an unsupervised machine learning study.

Issue Release: 2024

Obtaining patient phenotypes in SARS-CoV-2 pneumonia, and their association with clinical severity and mortality.

Issue Release: 2024

Multimodal brain-derived subtypes of Major depressive disorder differentiate patients for anergic symptoms, immune-inflammatory markers, history of childhood trauma and treatment-resistance.

Issue Release: 2024

Review of Machine Learning Techniques in Soft Tissue Biomechanics and Biomaterials.

Issue Release: 2024

What are the Technical Challenges?

How Does it Differ from Autosomal Dominant Inheritance?

What Types of Radiation Are Most Harmful?

What are PARP Inhibitors?

How is Biotechnology Applied in Medicine?

What is Brain Development?

Why are TKIs Effective Against Certain Cancers?

How do TALENs work?

How are Autosomal Recessive Disorders Diagnosed?

How Do Mutations in Non-Coding Regions Affect Gene Expression?

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