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#computational-biology

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MAMubashir Alimubashir1837.hashnode.devSep 30, 2025 · 15 min read

From DNA Sequencing to AI: The Future of Computational Biology

Computational biology has transformed the way scientists understand life at its most fundamental level. From the early days of DNA sequencing to the modern integration of artificial intelligence (AI), this interdisciplinary field has consistently pus...

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RARaosaheb Ambekarbioinformaticscourse.hashnode.devSep 17, 2025 · 2 min read

Dynamic Programming in Bioinformatics Explained for Students

Have you ever thought about how scientists compare DNA or protein sequences? In bioinformatics, one of the most powerful methods to do this is called dynamic programming. Dynamic programming may sound tough, but in reality, it is simply a step-by-ste...

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MAMubashir Alimubashir-ali.hashnode.devSep 1, 2025 · 16 min read

Cloning the Classic: AI Reconstructs Lost Ancient Genomes

The mysteries of ancient life have always fascinated scientists, archaeologists, and the general public alike. Fossils, artifacts, and DNA fragments provide tantalizing glimpses into our biological past, yet the full picture has often remained frustr...

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MAMubashir Alimubashir-ali.hashnode.devAug 31, 2025 · 89 min read

Single-Cell Multi-Omics Integration: Unveiling the Cellular Universe - A Comprehensive Analysis

Abstract The advent of single-cell multi-omics integration represents a paradigm shift in our understanding of cellular biology, offering unprecedented insights into the molecular mechanisms that govern life at its most fundamental level. This compre...

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OTOjo Timilehincampeone.hashnode.devAug 19, 2025 · 6 min read

Revolutionizing Healthcare: The Applications of Artificial Intelligence in Modern Medicine.

Introduction The healthcare systems have faced significant challenges over the years. The primary objectives of healthcare systems are to: Elevate the level of patient care. Promote population health. Enhance the experience of healthcare providers...

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ADAnalog Dreamerblog.bilgehan.nlAug 16, 2025 · 4 min read

The Payoff: Finding Meaning with Differential Expression Analysis

This is the moment we've been working towards. We have journeyed from raw, messy sequencing reads, through meticulous quality control, alignment, and quantification. The result of that journey is a clean, simple counts matrix: a table where rows are ...

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ADAnalog Dreamerblog.bilgehan.nlAug 14, 2025 · 4 min read

Finding a Home: Aligning RNA-Seq Reads to the Genome

We've meticulously cleaned our raw data. Now, we need to figure out where each read came from by aligning it to a reference genome. For RNA-Seq, this is tricky because of splicing, where introns are removed from the final transcript. This means we ne...

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ADAnalog Dreamerblog.bilgehan.nlAug 14, 2025 · 3 min read

Deconstructing the Data: A Guide to Raw RNA-Seq Files

In our last post, we made the case for using workflow managers. Now, let's apply that philosophy to a real-world scenario: analyzing RNA-sequencing (RNA-Seq) data. This process, which takes us from raw sequencer output to biological insight, will be ...

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ADAnalog Dreamerblog.bilgehan.nlAug 14, 2025 · 2 min read

Modern Science Needs Modern Tools: Why Your Research Needs a Workflow Manager

In computational biology, we've moved far beyond analysing one sample at a time. A modern sequencing experiment can generate terabytes of data across dozens of samples, each requiring a precise, multi-step process to transform raw signals into biolog...

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ADAnalog Dreamerblog.bilgehan.nlAug 14, 2025 · 3 min read

Counting the Evidence: Quantifying Gene Expression

In our last post, we successfully aligned our clean reads to the genome, generating BAM files that tell us the genomic origin of each read. We're now one step away from the exciting biological questions. The next task is to convert this mapping infor...

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Trending tags this week

From DNA Sequencing to AI: The Future of Computational Biology

Dynamic Programming in Bioinformatics Explained for Students

Cloning the Classic: AI Reconstructs Lost Ancient Genomes

Single-Cell Multi-Omics Integration: Unveiling the Cellular Universe - A Comprehensive Analysis

Revolutionizing Healthcare: The Applications of Artificial Intelligence in Modern Medicine.

The Payoff: Finding Meaning with Differential Expression Analysis

Finding a Home: Aligning RNA-Seq Reads to the Genome

Deconstructing the Data: A Guide to Raw RNA-Seq Files

Modern Science Needs Modern Tools: Why Your Research Needs a Workflow Manager

Counting the Evidence: Quantifying Gene Expression