Deep Learning News and Research

RSS

Researchers propose new deep learning-based model for cross-lingual voice conversion

Robots today have come a long way from their early inception as insentient beings meant primarily for mechanical assistance to humans. Today, they can assist us intellectually and even emotionally, getting ever better at mimicking conscious humans.

27 Apr 2021

New platform helps non-experts use AI to analyze microscopy images

A new, freely available platform helps non-experts use artificial intelligence to analyze microscopy images. The platform has been developed at Åbo Akademi University in Finland and Instituto Gulbenkian de Ciência, Portugal, and will be of big help in research and diagnostics using modern day microscopes.

23 Apr 2021

AI-driven system for automatically detecting abnormalities on brain MRI could speed up care

An artificial intelligence-driven system that automatically combs through brain MRIs for abnormalities could speed care to those who need it most, according to a study published in Radiology: Artificial Intelligence.

21 Apr 2021

New AI predicts the location of “accessory pathways” in the heart

Kobe University Hospital's Dr. NISHIMORI Makoto and Project Assistant Professor KIUCHI Kunihiko et al. (of the Division of Cardiovascular Medicine, Department of Internal Medicine) have developed an AI that uses multiple kinds of test data to predict the location of surplus pathways in the heart called 'accessory pathways', which cause the heart to beat irregularly.

21 Apr 2021

A host of mutations could compromise COVID-19 vaccines and antibody therapies

Researchers in the United States have identified 95 high-frequency mutations in the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that threaten to compromise the efficacy of current and future vaccines and antibody therapies for coronavirus disease 2019 (COVID-19).

13 Apr 2021

New algorithm can predict which genes cause cancer

A new algorithm can predict which genes cause cancer, even if their DNA sequence is not changed. A team of researchers in Berlin combined a wide variety of data, analyzed it with "Artificial Intelligence" and identified numerous cancer genes.

13 Apr 2021

Joint industry project to advance markerless 3D analysis of biomechanics for sports, medicine

Southwest Research Institute has launched a joint industry project (JIP) to advance markerless 3D analysis of biomechanics for sports and medical applications.

8 Apr 2021

Computer-based approach helps diagnose neurological disorders based on motor impairment

The way we move says a lot about the state of our brain. While normal motor behavior points to a healthy brain function, deviations can indicate impairments owing to neurological diseases.

7 Apr 2021

Proposed network offers a simple, accurate screening tool for systemic sclerosis

The founding chair of the Biomedical Engineering Department at the University of Houston is reporting a new deep neural network architecture that provides early diagnosis of systemic sclerosis (SSc), a rare autoimmune disease marked by hardened or fibrous skin and internal organs.

7 Apr 2021

Deep learning algorithms improve diagnostic performance of breast ultrasound

Ultrasound is widely used to detect breast cancer early, but misdiagnosis of benign lesions as malignant tumors sometimes leads to unnecessary biopsies.

5 Apr 2021

New software package employs deep-learning algorithms to analyze T-cell receptor sequencing data

Researchers at the Bloomberg~Kimmel Institute for Cancer Immunotherapy at the Johns Hopkins Kimmel Cancer Center have developed DeepTCR, a software package that employs deep-learning algorithms to analyze T-cell receptor (TCR) sequencing data. T-cell receptors are found on the surface of immune T cells.

5 Apr 2021

Researchers develop new AI-based strategy to assess beef freshness

Although beef is one of the most consumed foods around the world, eating it when it's past its prime is not only unsavory, but also poses some serious health risks.

1 Apr 2021

Discovery of cryptic pocket in SARS-CoV-2 may lead to pan-coronavirus therapies

A new research paper published in the Biophysical Journal describes a novel binding pocket used by a viral non-structural protein (nsp) to form an activated complex with its partner nsp. In so doing, it may have revealed a common target that may be useful in the development of a broad-spectrum antiviral drug against all coronaviruses.

1 Apr 2021

New imaging technique can better identify the presence of residual cancers in rectal tissues

Rectal cancer, along with colon cancer, is the third-most common type of cancer in the United States, and treatment and surgery greatly affect the quality of life of patients.

26 Mar 2021

Deep learning tool predicts hosts based on early SARS-CoV-2 samples

The study, which appeared on the pre-print server bioRxiv*, revealed how DeepHoF could help prevent future outbreaks that may become as large as the current pandemic.

24 Mar 2021

Computational analysis helps identify hematological malignancies that elude the human eye

Myelodysplastic syndrome (MDS) is a disease of the stem cells in the bone marrow, which disturbs the maturing and differentiation of blood cells. Annually, some 200 Finns are diagnosed with MDS, which can develop into acute leukemia. Globally, the incidence of MDS is 4 cases per 100,000 person years.

22 Mar 2021

AI-based system for real-time prediction of complications in intensive care units

Life-threatening situations occur time and again in an intensive care unit. To make sure that doctors can intervene in time, a team at the German Heart Center Berlin has developed AI-based software that regularly evaluates all monitoring data and alerts staff before a critical situation is reached.