Sunday, January 5, 2025
HomeBioinformatics

Bioinformatics

Popular

Trending

AI

Aging Reimagined: The Power of Metabolomics and Machine Learning

Anchal Negi - 0
A groundbreaking study conducted by researchers at the UK Biobank has unveiled a novel approach to understanding aging through metabolomics and machine learning. This...
Read more
AI

Large Language Models Redefine Antigen-Specific Antibody Design

Deotima Chakraborty - 0
Machine learning and artificial intelligence (AI), two recent developments in computational biology, have demonstrated important capabilities and benefits above conventional approaches. AI-based techniques have...
Read more
AI

Top 5 AI Trends Bioinformaticians Need to Know in 2025

Dr. Tamanna Anwar - 0
As we approach 2025, the integration of artificial intelligence (AI) into bioinformatics is set to transform the field dramatically. Bioinformaticians must stay abreast of...
Read more
AI

Building the Virtual Cell: AI’s Next Frontier in Biology

Anchal Negi - 0
Artificial Intelligence-powered Virtual Cells (AIVCs) are an exciting new cell-equivalent system. As the name states, AIVCs utilize complex algorithms of artificial intelligence to simulate...
Read more
AI

Predicting Protein Dynamics with BioEmu: A New Frontier in Biomolecular Research

Deotima Chakraborty - 0
A major field of study is the scientific problem of predicting dynamical mechanisms in proteins after structural revolutions, with molecular dynamics simulations offering important...
Read more
AI

How Does NeuralPLexer3 Combine Physics and Machine Learning for Superior Biomolecular Predictions?

Anchal Negi - 0
The quest to understand biomolecular interactions is central to advancing drug discovery, molecular biology, and bioengineering. A significant step in this journey is accurately...
Read more
AI

FedPyDESeq2: Advancing Differential Expression Analysis with Federated Learning for Bulk RNA-Seq

Anchal Negi - 0
In genomics, the conventional approach for explaining any gene expression is to cross-analyze bulk RNA sequencing (RNA-seq) data. However, as researchers, more often than...
Read more
AI

Decoding Protein Roles with ProCyon: A Unified Framework for Multiscale Phenotypes

Deotima Chakraborty - 0
About 20% of human proteins lack recognized functionalities, and over 40% lack context-specific functionals, underscoring the difficulties of comprehending these proteins and their varied...
Read more
Bioinformatics

Streamlining Copy Number Variation Discovery: How CNV-Finder is Changing Genomics

Anchal Negi - 0
A prevailing challenge in genomics still revolves around the comprehension of structural variants, one of which is copy number variation (CNV). To undertake the...
Read more
AI

Unlocking Protein Design with PLAID: A Sequence-Centric Generative Model for All-Atom Structures

Deotima Chakraborty - 0
The potential influence of generative models for protein design is drawing the attention of the scientific world. However, there are numerous modalities that mediate...
Read more
AI

The Nucleotide Transformer: How Foundation Models are Shaping Human Genomics

Anchal Negi - 0
The field of genomics is ever-changing as a result of an increase in automation and aspects of biological engineering. A groundbreaking study led by...
Read more
AI

Protein Language Visualizer: A New Era of Sequence Similarity Exploration

Deotima Chakraborty - 0
The availability of biological "big data" and the development of high-throughput sequencing technology have sped up the identification of new protein sequences, making it...
Read more
AI

Unlocking the Potential of Equivariant Diffusion Models for Structure-Based Drug Design with DiffSBDD

Anchal Negi - 0
In the quest to create better and faster methods for drug discovery, a team of innovative researchers from various institutions has developed a groundbreaking...
Read more
AI

Harnessing AI for Molecular Discovery: The Promise of Molecular Dynamics Language Models

Deotima Chakraborty - 0
Although molecular dynamics (MD) simulations provide accurate representations of the motion of molecular systems, molecular biology and materials science are challenged by the computational...
Read more
Bioinformatics

Decoding the Genetic Mechanism of B Chromosome Drive in Rye

Anchal Negi - 0
The extra genetic material, which appears as 'B chromosomes,' has been a riddle for security for many species. They are of least concern for...
Read more
AI

Streamlining High-Throughput Protein Complex Modeling with AlphaPulldown2

Deotima Chakraborty - 0
AlphaPulldown version 2.0, a noteworthy computational biology program that transforms protein structure modeling, is presented by researchers from the European Molecular Biology Laboratory, Hamburg,...
Read more
AI

The G2PT Model: Bridging the Gap Between Genotype and Phenotype Using Hierarchical Transformers

Anchal Negi - 0
Gaining insight into the peculiar relationship between the genes we possess and the characteristics they express is undoubtedly one of the most intriguing quests...
Read more
AI

Evolutionary Scale’s ESM Cambrian: Revolutionizing Protein Understanding at the Scale of Life with Unsupervised Learning

Anchal Negi - 0
Proteins are the most essential molecules for all forms of life on Earth. They perform a vast number of actions vital for life. However,...
Read more
Bioinformatics

DRUG-seq: A Game-Changing Approach to Transcriptional Profiling in Drug Discovery

Dr. Tamanna Anwar - 0
The identification and comprehension of the mechanisms of potential drug compounds is a complex and expensive endeavor in the constantly changing pharmaceutical research landscape....
Read more
AI

AI-Driven Macrocycle Design: How RFpeptides Generate High-Affinity Protein Binders for Diagnostics and Therapeutics

Deotima Chakraborty - 0
Large-scale screening techniques that are resource-intensive and offer limited control on binding mode are usually used to produce macrocyclic binders to therapeutic proteins. There...
Read more

Learn Bioinformatics

Must Read

RNAGenesis: A Foundation Model Advancing RNA Sequence Generation and Structural Insights

RNAGenesis: A Foundation Model Advancing RNA Sequence Generation and Structural Insights

Deotima Chakraborty - 0
Many biological processes depend on RNA engineering, which advances the knowledge of life's mechanisms and propels the discovery of new drugs. New strategies are...
How SCREADER Uses Large Language Models to Decode scRNA-seq Data

How SCREADER Uses Large Language Models to Decode scRNA-seq Data

Anchal Negi - 0
In a groundbreaking study by researchers at the Harbin Institute of Technology, a novel approach to interpreting single-cell RNA sequencing (scRNA-seq) data has emerged....
MIT Unveils Boltz-1: An Open-Source Tool for Biomolecular Structure Prediction

MIT Unveils Boltz-1: An Open-Source Tool for Biomolecular Structure Prediction

Deotima Chakraborty - 0
Developing an understanding of biomolecular interactions is essential for developing domains such as protein design and drug development. The open-source deep learning model Boltz-1,...

Top 10 Bioinformatics Breakthroughs of 2024!

Dr. Tamanna Anwar - 0
In 2024, bioinformatics has once again proven to be a cornerstone of innovation, driving discoveries that are reshaping our understanding of life at a...
AI-Powered SciAgents: Redefining Research in Complex and Interdisciplinary Scientific Domains

AI-Powered SciAgents: Redefining Research in Complex and Interdisciplinary Scientific Domains

Deotima Chakraborty - 0
In this work, researchers from MIT present an AI invention called SciAgents that solves hidden interdisciplinarity connections that were originally seen as distinct. The...

CBIRT provides short term training in bioinformatics for students/researchers/life science graduates, etc. The program aims at providing rigourous training required to excel in current dynamic scientific research environment. For more details

Click here

Company

Latest News

Popular Categories

© Newspaper WordPress Theme by TagDiv