deep learning – TechConnect Briefs

Real-time Multi-Modality Clinical Decision Support Platform: An Overview of Incorporating Deep Learning within Multi-Modality Fusion Framework in HealthCare

Kia A., Timsina P., Mount Sinai Health System, US

Synopsis Every second, modern health care ecosystem is generating a wide range of clinical data format including structured, unstructured, image, and high-frequency waveform data. The volume of data is also growing at an exponential rate. [...]

Fast COVID-19 diagnosis with deep learning and chest X-rays: from toy datasets to clinical applications

Dias S.D., Lopes P.E.M., FastCompChem, Lda, PT

Accurate diagnosis of COVID-19 infection is a crucial tool to identify and control the spread of the disease. Current frontline technology, based on Reverse Transcription Polymerase Chain Reaction (RT-PCR), can depend on getting an adequate [...]

Kidney Cancer Staging using Deep Learning Neural Network: Comparing Models Trained on Whole Kidney with Cancer and Only the Cancer

Hadjiyski N., Ann Arbor Pioneer High School, US

In kidney cancer, Stage 1 is an important threshold for the decision of organ preservation surgery versus chemotherapy and organ removal for higher stages. The purpose of this study is to compare the classification accuracy [...]

Machine Learning for Microstructures Classification in Functional Materials

Choudhary A.K., Jansche A., Grubesa T., Bernthaler T., Schneider G., Aalen University, DE

The search for novel magnetic phases requires efficient quantitative microstructure analysis to extract microstructural information and to correlate it with its intrinsic magnetic parameters. Kerr micrographs of magnets hold vital information for analysing the distribution [...]