Biotechnology

AI in biotechnology can help you answer these questions

toxicity

Is this new drug toxic?

side effects

What are the side effects of this new drug?

genetics

What does this particular set of genes do?

protein

What does this protein do?

dosage

What is a safe dose of a drug?

pharmacokinetics

How is a drug broken down in a body?

Why AI in Biotechnology?

Performing routine tasks better than humans

From radiology to IPS cell sorting to spectrography– ability to process volumes of data without human involvement can both accelerate processes, reduce costs and reduce errors.

Gaining new insights

Identifying CMC issues before they happen in drug production, new drugs, biomarkers, health issues or at risk patients can save lives, reduce costs and create new products.

Emulating humans

Increasingly insurance companies and healthcare providers are using digital assistants to help patients and customers to make better decisions or inform them without increasing costs.

the drug discovery process

Identify Targets

Information gathering
Understanding disease mechanism
Data processing

AI CAN BE USE TO:

Identify cause and effect
Identify correlation in datasets
Pattern detection
Literature search
Identify target pathways

window.tgpQueue.add('tgpli-6632f08742deb')<img loading="lazy" decoding="async" data-attachment-id="35471" data-permalink="https://aidynamics.com/solutions/biotechnology/chemist-tester-work-in-laboratory-checking-analysis-of-blood-an/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/11/drug_safety-e1631133939742.jpg" data-orig-size="1000,667" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"Chemist tester work in laboratory, checking analysis of blood and create new vaccination.Concept of clinical expertise close up.","created_timestamp":"0","copyright":"Bigstock","focal_length":"0","iso":"0","shutter_speed":"0","title":"Chemist Tester Work In Laboratory, Checking Analysis Of Blood An","orientation":"0"}" data-image-title="AI in biotechnology – creating drug safety with AI 1000 x 667" data-image-description="" data-image-caption="Chemist tester work in laboratory, checking analysis of blood and create new vaccination.Concept of clinical expertise close up. " data-medium-file="https://aidynamics.com/wp-content/uploads/2020/11/drug_safety-e1631133939742.jpg" data-large-file="https://aidynamics.com/wp-content/uploads/2020/11/drug_safety-e1631133939742.jpg" width="150" height="150" src="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150,h_150/https://aidynamics.com/wp-content/uploads/2020/11/drug_safety-e1631133939742.jpg" class="attachment-thumbnail size-thumbnail wp-image-35471" alt="AI in biotechnology - creating drug safety with AI" data-attachment-id="35471" data-permalink="https://aidynamics.com/solutions/biotechnology/chemist-tester-work-in-laboratory-checking-analysis-of-blood-an/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/11/drug_safety-e1631133939742.jpg" data-orig-size="1000,667" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"Chemist tester work in laboratory, checking analysis of blood and create new vaccination.Concept of clinical expertise close up.","created_timestamp":"0","copyright":"Bigstock","focal_length":"0","iso":"0","shutter_speed":"0","title":"Chemist Tester Work In Laboratory, Checking Analysis Of Blood An","orientation":"0"}" data-image-title="AI in biotechnology – creating drug safety with AI 1000 x 667" data-image-description="" data-image-caption="Chemist tester work in laboratory, checking analysis of blood and create new vaccination.Concept of clinical expertise close up. " data-medium-file="https://aidynamics.com/wp-content/uploads/2020/11/drug_safety-e1631133939742.jpg" data-large-file="https://aidynamics.com/wp-content/uploads/2020/11/drug_safety-e1631133939742.jpg" />

AI in biotechnology - creating drug safety with AI

window.tgpQueue.add('tgpli-6632f08742e4c')<img loading="lazy" decoding="async" data-attachment-id="35470" data-permalink="https://aidynamics.com/solutions/biotechnology/researcher-with-glass-laboratory-chemical-test-tubes-with-liquid/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/11/drug-discovery-e1631133884261.jpg" data-orig-size="1000,667" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"CORPORATION","caption":"Researcher with glass laboratory chemical test tubes with liquid for analytical , medical, pharmaceutical and scientific research concept.","created_timestamp":"0","copyright":"Bigstock","focal_length":"0","iso":"0","shutter_speed":"0","title":"Researcher With Glass Laboratory Chemical Test Tubes With Liquid","orientation":"0"}" data-image-title="AI in biotechnology – discover new drugs with AI 1000 × 667" data-image-description="" data-image-caption="Researcher with glass laboratory chemical test tubes with liquid for analytical , medical, pharmaceutical and scientific research concept. " data-medium-file="https://aidynamics.com/wp-content/uploads/2020/11/drug-discovery-e1631133884261.jpg" data-large-file="https://aidynamics.com/wp-content/uploads/2020/11/drug-discovery-e1631133884261.jpg" width="150" height="150" src="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150,h_150/https://aidynamics.com/wp-content/uploads/2020/11/drug-discovery-e1631133884261.jpg" class="attachment-thumbnail size-thumbnail wp-image-35470" alt="AI in biotechnology - discover new drugs with AI" data-attachment-id="35470" data-permalink="https://aidynamics.com/solutions/biotechnology/researcher-with-glass-laboratory-chemical-test-tubes-with-liquid/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/11/drug-discovery-e1631133884261.jpg" data-orig-size="1000,667" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"CORPORATION","caption":"Researcher with glass laboratory chemical test tubes with liquid for analytical , medical, pharmaceutical and scientific research concept.","created_timestamp":"0","copyright":"Bigstock","focal_length":"0","iso":"0","shutter_speed":"0","title":"Researcher With Glass Laboratory Chemical Test Tubes With Liquid","orientation":"0"}" data-image-title="AI in biotechnology – discover new drugs with AI 1000 × 667" data-image-description="" data-image-caption="Researcher with glass laboratory chemical test tubes with liquid for analytical , medical, pharmaceutical and scientific research concept. " data-medium-file="https://aidynamics.com/wp-content/uploads/2020/11/drug-discovery-e1631133884261.jpg" data-large-file="https://aidynamics.com/wp-content/uploads/2020/11/drug-discovery-e1631133884261.jpg" />

AI in biotechnology - discover new drugs with AI

Develop Target Drugs

Repurpose existing drugs
Generate novel drug candidates and validate
Design drugs

AI CAN BE USED TO:

Identify cause and effect relationships
Molecular filtering
Generative methods
Proteomics/Genomic analysis
Literature search

Clinical Trials

Design and run pre-clinical trials
Recruit for clinical trials
Analyze clinical trial results

AI CAN BE USED TO:

Drug safety and side effects
Identifying suitable candidates for trials
Data analysis
Literature search

window.tgpQueue.add('tgpli-6632f08742ea5')<img loading="lazy" decoding="async" data-attachment-id="33495" data-permalink="https://aidynamics.com/resources/blog/top-four-mistakes-organizations-make-when-launching-an-ai-initiative/banner35a/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png" data-orig-size="1024,527" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Top Four Mistakes Organizations Make When Launching an AI Initiative 1024 × 527" data-image-description="" data-image-caption="" data-medium-file="https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png" data-large-file="https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png" width="150" height="150" src="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150,h_150/https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png" class="attachment-thumbnail size-thumbnail wp-image-33495" alt="Top Four Mistakes Organizations Make When Launching an AI Initiative" srcset="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_256/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_450/https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png 150w, https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_256/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_450/https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png 256w, https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_256/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_450/https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png 450w" sizes="(max-width: 150px) 100vw, 150px" data-attachment-id="33495" data-permalink="https://aidynamics.com/resources/blog/top-four-mistakes-organizations-make-when-launching-an-ai-initiative/banner35a/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png" data-orig-size="1024,527" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Top Four Mistakes Organizations Make When Launching an AI Initiative 1024 × 527" data-image-description="" data-image-caption="" data-medium-file="https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png" data-large-file="https://aidynamics.com/wp-content/uploads/2020/10/banner35a.png" />

Top Four Mistakes Organizations Make When Launching an AI Initiative

window.tgpQueue.add('tgpli-6632f08742ef5')<img loading="lazy" decoding="async" data-attachment-id="35469" data-permalink="https://aidynamics.com/solutions/biotechnology/scientific-background-in-blue-and-orange-space-for-your-text-h/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg" data-orig-size="1600,1031" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"NIKON D600","caption":"Scientific background in blue and orange, space for your text. Hand in blue glove holding samples for DNA amplification with orange reaction mictures.","created_timestamp":"0","copyright":"Bigstock","focal_length":"0","iso":"0","shutter_speed":"0","title":"Scientific Background In Blue And Orange, Space For Your Text. H","orientation":"0"}" data-image-title="AI in biotechnology – new drugs 1600 × 1031" data-image-description="" data-image-caption="Scientific background in blue and orange, space for your text. Hand in blue glove holding samples for DNA amplification with orange reaction mictures. " data-medium-file="https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg" data-large-file="https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg" width="150" height="150" src="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150,h_150/https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg" class="attachment-thumbnail size-thumbnail wp-image-35469" alt="AI in biotechnology - biotechnology AI use cases" srcset="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_256/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_450/https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg 150w, https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_256/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_450/https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg 256w, https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_150/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_256/https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_450/https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg 450w" sizes="(max-width: 150px) 100vw, 150px" data-attachment-id="35469" data-permalink="https://aidynamics.com/solutions/biotechnology/scientific-background-in-blue-and-orange-space-for-your-text-h/" data-orig-file="https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg" data-orig-size="1600,1031" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"NIKON D600","caption":"Scientific background in blue and orange, space for your text. Hand in blue glove holding samples for DNA amplification with orange reaction mictures.","created_timestamp":"0","copyright":"Bigstock","focal_length":"0","iso":"0","shutter_speed":"0","title":"Scientific Background In Blue And Orange, Space For Your Text. H","orientation":"0"}" data-image-title="AI in biotechnology – new drugs 1600 × 1031" data-image-description="" data-image-caption="Scientific background in blue and orange, space for your text. Hand in blue glove holding samples for DNA amplification with orange reaction mictures. " data-medium-file="https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg" data-large-file="https://aidynamics.com/wp-content/uploads/2020/11/biomarkers.jpg" />

AI in biotechnology - biotechnology AI use cases

identify biomarkers

Analyzing spectrometry data
Biomarker and disease correlation
Molecular identification

AI CAN BE USED TO:

Identify proteins and other molecules in fluids
Identify correlations in datasets
Mapping biomarker to disease progression

AI Platform Designed for Biotechnology

NeoPulse is designed to put AI into the hands of analysts, researchers and scientists by lowering barriers to entry

window.tgpQueue.add('tgpli-6632f08742f55')<img decoding="async" src="https://aidynamicscom.wpcomstaging.com/wp-content/uploads/2021/10/TB_diagnostics.jpg" alt="Blood derived TB diagnosis using NeoPulse AI platform 900 x 519" class="gallery-item-thumbnail">

Blood derived TB diagnosis using NeoPulse AI platform 900 x 519

TB DIAGNOSTICS

window.tgpQueue.add('tgpli-6632f08742f64')<img decoding="async" src="https://aidynamicscom.wpcomstaging.com/wp-content/uploads/2022/01/bigstock-Pet-Ct-Scan-Image-Of-Whole-Bod-302479762.jpg" alt="Lung Carcinoma diagnostics 900 x 770" class="gallery-item-thumbnail">

LUNG CARCINOMA DIAGNOSTICS

window.tgpQueue.add('tgpli-6632f08742f72')<img decoding="async" src="https://aidynamicscom.wpcomstaging.com/wp-content/uploads/2020/11/DNA_molecule.jpg" alt="AI in biotechnology - AI use cases" class="gallery-item-thumbnail">

siRNA EFFICIENCY PREDICTION

window.tgpQueue.add('tgpli-6632f08742f7f')<img decoding="async" src="https://aidynamicscom.wpcomstaging.com/wp-content/uploads/2020/11/biomarkers.jpg" alt="AI in biotechnology - biotechnology AI use cases" class="gallery-item-thumbnail">

BIOMARKER IDENTIFICATION

Read up on our latest blogs in the field of Bioinformatics

window.tgpQueue.add('tgpli-6632f08742f96')<img loading="lazy" decoding="async" width="144" height="144" src="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_144,h_144/https://aidynamics.com/wp-content/uploads/2022/08/dna-5-thegem-news-carousel.jpeg" class="img-responsive img-circle wp-post-image" alt="dna-5" data-attachment-id="48901" data-permalink="https://aidynamics.com/resources/blog/nitto-denko-case-study/dna-5/" data-orig-file="https://aidynamics.com/wp-content/uploads/2022/08/dna-5.jpeg" data-orig-size="1920,1080" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="dna-5" data-image-description="" data-image-caption="" data-medium-file="https://aidynamics.com/wp-content/uploads/2022/08/dna-5.jpeg" data-large-file="https://aidynamics.com/wp-content/uploads/2022/08/dna-5.jpeg" />

Nitto Denko Case Study

August 1, 2022

window.tgpQueue.add('tgpli-6632f08742fb3')<img loading="lazy" decoding="async" width="144" height="144" src="https://sp-ao.shortpixel.ai/client/to_webp,q_lossless,ret_img,w_144,h_144/https://aidynamics.com/wp-content/uploads/2022/01/Blog3_image-thegem-news-carousel.png" class="img-responsive img-circle wp-post-image" alt="Multilayer_percepton_network 1344 x 960" data-attachment-id="48513" data-permalink="https://aidynamics.com/resources/blog/novel-cancer-target-discovery-by-explainable-ai/blog3_image/" data-orig-file="https://aidynamics.com/wp-content/uploads/2022/01/Blog3_image.png" data-orig-size="1344,960" data-comments-opened="1" data-image-meta="{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0"}" data-image-title="Multilayer_percepton_network" data-image-description="" data-image-caption="" data-medium-file="https://aidynamics.com/wp-content/uploads/2022/01/Blog3_image.png" data-large-file="https://aidynamics.com/wp-content/uploads/2022/01/Blog3_image.png" />

Novel Cancer Target Discovery by Explainable AI

AI Dynamics applied LRP to a cancer classification model, built on gene expression data, to identify a set of genes important for classifying cancer patients.

January 25, 2022

FREE 30-DAY TRIAL ON AWS OR AZURE

All Use Cases

Healthcare & Life Sciences

Construction & Manufacturing

Information Technology

Media & Entertainment

Recent Posts

Connect with us

STAY UP TO DATE WITH OUR NEWS

Transforming Biotechnology

AI in biotechnology can help you answer these questions

Why AI in Biotechnology?