Comparative bioacoustics: a roadmap for quantifying and comparing animal sounds across diverse taxa
Animals produce a wide array of sounds with highly variable acoustic structures. It is
possible to understand the causes and consequences of this variation across taxa with …
possible to understand the causes and consequences of this variation across taxa with …
The application of Uniform Manifold Approximation and Projection (UMAP) for unconstrained ordination and classification of biological indicators in aquatic ecology
The analysis of community structure in studies of freshwater ecology often requires the
application of dimensionality reduction to process multivariate data. A high number of …
application of dimensionality reduction to process multivariate data. A high number of …
Unsupervised acoustic classification of individual gibbon females and the implications for passive acoustic monitoring
Passive acoustic monitoring (PAM) has the potential to greatly improve our ability to monitor
cryptic yet vocal animals. Advances in automated signal detection have increased the scope …
cryptic yet vocal animals. Advances in automated signal detection have increased the scope …
An effective therapeutic regime for treatment of glioma using oncolytic vaccinia virus expressing IL-21 in combination with immune checkpoint inhibition
Y Sun, Z Zhang, C Zhang, N Zhang, P Wang… - Molecular Therapy …, 2022 - cell.com
Glioblastoma (GBM) is the most common primary malignant tumor in the brain, accounting
for 51.4% of all primary brain tumors. GBM has a highly immunosuppressive tumor …
for 51.4% of all primary brain tumors. GBM has a highly immunosuppressive tumor …
Affective computing on machine learning-based emotion recognition using a self-made EEG device
In this research, we develop an affective computing method based on machine learning for
emotion recognition using a wireless protocol and a wearable electroencephalography …
emotion recognition using a wireless protocol and a wearable electroencephalography …
A workflow for the automated detection and classification of female gibbon calls from long-term acoustic recordings
Passive acoustic monitoring (PAM) allows for the study of vocal animals on temporal and
spatial scales difficult to achieve using only human observers. Recent improvements in …
spatial scales difficult to achieve using only human observers. Recent improvements in …
Parsing birdsong with deep audio embeddings
Monitoring of bird populations has played a vital role in conservation efforts and in
understanding biodiversity loss. The automation of this process has been facilitated by both …
understanding biodiversity loss. The automation of this process has been facilitated by both …
Identification of spatially variable genes with graph cuts
K Zhang, W Feng, P Wang - Nature Communications, 2022 - nature.com
Single-cell gene expression data with positional information is critical to dissect mechanisms
and architectures of multicellular organisms, but the potential is limited by the scalability of …
and architectures of multicellular organisms, but the potential is limited by the scalability of …
MicroRNA mediated gene regulatory circuits leads to machine learning based preliminary detection of acute myeloid leukemia
Abstract Acute Myeloid Leukemia (AML) can be detected based on morphology,
cytochemistry, immunological markers, and cytogenetics. MicroRNAs (miRNAs) influence …
cytochemistry, immunological markers, and cytogenetics. MicroRNAs (miRNAs) influence …
Using a manifold-based approach to extract clinical codes associated with winter respiratory viruses at an emergency department
Every winter, respiratory viruses put most Emergency Departments (ED) around the world
under intense pressure. To reduce the consequent stress for hospitals, anticipation of the …
under intense pressure. To reduce the consequent stress for hospitals, anticipation of the …