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In the same way that the ridges on our fingertips or the patterns in our irises differ, there are regions in our DNA that are unique. This individuality is the…
Un modello del team AI di Google analizza gli effetti delle mutazioni del dna e potrebbe accelerare la ricerca sulle malattie rare. Nel codice genetico si nas…
DeepBIO: an automated and interpretable deep-learning platform for high-throughput biological sequence prediction, functional annotation and visualization analy…
BLAST finds regions of similarity between biological sequences. The program compares nucleotide or protein sequences to sequence databases and calculates the s…
Predicting secondary structures that are formed from transcribed DNA is important in various molecular biology techniques, including siRNA design and cloning o…
Genomic (DNA) sequences encode an enormous amount of information for gene regulation and protein synthesis. Similar to natural language models, researchers hav…
Gli esseri umani e gli scimpanzé differiscono solo per l’1% del loro DNA. Le regioni accelerate umane (HAR) sono parti del genoma con una quantità inaspettata d…
Gabriella De Vitagdevita@unina.it13 ottobre 2022 Eterocromatina e DNAaltamente ripetitivo
Pre-trained large language models demonstrate potential in extracting information from DNA sequences, yet adapting to a variety of tasks and data modalities rem…
La genomica `e la disciplina che si occupa della struttura, sequenza, funzioneed evoluzione del genoma, cio`e dell’informazione genetica contenuta nel DNApresen…
Enter Large Language Models (LLMs), a class of AI architectures prime for studying sequences. Since proteins, DNA sequences, and their encodings are all mathema…
L’AI a supporto degli studi sui processi di fenotipizzazioneIn un contesto clinico, per “fenotipizzazione” si intende l’osservazione delle caratteristiche inere…
L'intelligenza artificiale (IA) svolge un ruolo significativo nel campo della genomica e dell'analisi del DNA. Ecco alcune delle principali applicazioni dell'I…
Decoding the Human Genome just got a major upgrade! AI is now accelerating our understanding of genetic mysteries and paving the way for groundbreaking discove…
La scoperta di 155 nuovi geni conferma che l'essere umano è ancora in evoluzione: è importante (ma difficile) studiarli per comprendere come influiscono sulla s…
Deep learning (DL) has become a popular tool to study cis-regulatory element function. Yet effortsto design software for DL analyses in genomics that are Finda…
Genomics is advancing towards data-driven science. Through the advent of high-throughput data generating technologies in human genomics, we are overwhelmed with…
In a general computational context for biomedical data analysis, DNA sequence classification is a crucial challenge. Several machine learning techniques have u…
The increasing availability of large-scale single-cell atlases has enabled the detailed description of cell states. In parallel, advances in deep learning allo…
Viene progettato un RNA guida (gRNA), simile a un crRNA, mirato a una regione del gene e l’enzima Cas9 è in grado di causare rotture a doppio filamento in quest…
Il CRISPR Cas9 impiega la proteina Cas9, capace di tagliare con precisione un DNA bersaglio all’interno del genoma di una cellula animale, umana o vegetale.La s…
Dante to utilize Amazon Bedrock to build state-of-the-art large language model (LLM) with broad genomic and clinical applications – Amazon Bedrock will lev…
While large language models (LLMs) have been successfully applied to various tasks, they still face challenges with hallucinations. Augmenting LLMs with domai…
DNA language models can easily identify statistical patterns in DNA sequences.Applications range from predicting what different parts of the genome do to how g…
AI researchers from Stanford and Turing award winner Yoshua Bengio have trained a large language model on human genome data to better predict DNA profiles. …
We're *excited* to introduce HyenaDNA, a genomic foundation model pretrained on sequences of up to 1 million tokens long at single nucleotide resolution. We sh…
Chan Zuckerberg Initiative (CZI), l’organizzazione filantropica creata nel 2015 da Priscilla Chan e suo marito Mark Zuckerberg, ha annunciato una nuova iniziati…
Build a Pytorch model to predict a score from a DNA sequence Generate synthetic DNA dataPrepare data for Pytorch trainingDefine Pytorch modelsDefine training l…
With increasing complexity in genomic data, researchers are turning to artificial intelligence and machine learning as ways to identify meaningful patterns for …
Mappare il genoma di una persona è attualmente un processo costoso e complicato. Decodificare il Dna in tempi rapidi e con costi inferiori. Questo l'obietti…