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Course Report

[2025] 150 Courses & Webinars on AI in Healthcare

Learn how artificial intelligence is leveraged to tackle medical problems and improve health outcomes.

Artificial intelligence (AI), with its lofty promises, has always captured the public’s attention — most recently, with ChatGPT and generative AI. Long before that, AI helped popularize the modern online education movement, since it was the subject of one of the “original MOOCs”, Thrun and Norvig’s Introduction to AI, back in 2011.

More than a self-contained academic discipline, artificial intelligence has a wealth of applications in other disciplines and sectors — most notably, in healthcare. Indeed, AI is good at pattern recognition and, thereby, well-suited for analysing the ever-increasing amount of patient data that is collected, from symptoms to blood tests to medical imagery.

Some of the opportunities, challenges, and progress of AI in healthcare (Nature Medicine)

Important universities have recognized the potential of artificial intelligence in healthcare and launched dedicated initiatives. In 2018, Stanford founded the Center for AI in Medicine & Imaging and MIT established the Jameel Clinic for AI & healthcare, both geared toward a common goal: using AI to tackle medical problems and improve health outcomes.

Fortunately, these universities and many more around the world offer courses on the topics. Below, we’ve compiled 150 online courses and webinars on the uses of AI in healthcare.

If you’d rather learn about general AI, Class Central lists over 15,000 courses on the topic, and we also have a guide to the Best AI Courses.

More Courses

If you don’t find what you need in the course list below, browse Class Central‘s catalog of 250K courses or visit our thematic collections:

You can find all the Class Central free certificate articles here.


AI in Healthcare Online Courses

AI and Big Data in Global Health Improvement
Taipei Medical University via FutureLearn
Explore AI and big data’s potential in global healthcare, covering data sharing benefits, challenges, and applications to improve patient safety, medical development, and healthcare accessibility.
★★★★★ (46 ratings)

AI in Dermatology – the Pitfalls and Promises | Roxana Daneshjou
Stanford University via YouTube
Explore AI’s potential and challenges in dermatology, focusing on addressing biases in datasets and algorithms to ensure equitable healthcare outcomes and streamline diagnostic processes.
★★★★★ (16 ratings)

MedTech: AI and Medical Robots
University of Leeds via FutureLearn
Explore the design, regulation, and applications of medical robots and AI in healthcare, focusing on human-robot interaction, surgical procedures, diagnostics, and patient care.
★★★★★ (10 ratings)

Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital
Duke University via Coursera
Explore digital imaging from camera technology to Hollywood special effects and Mars Rover photography. Learn algorithms for image adjustment, compression, segmentation, and medical applications. Optional MATLAB exercises included.
★★★★☆ (7 ratings)

AI for Clinical Trials and Precision Medicine | Ruishan Liu
Stanford University via YouTube
Explores AI’s potential to enhance clinical trial efficiency and generate precision medicine hypotheses, focusing on inclusive trial designs and quantifying cancer therapy effectiveness for specific mutations.
★★★★★ (7 ratings)

AI for Pathology – Professor Nasir Rajpoot
The Royal College of Pathologists via YouTube
Explore AI applications in pathology, including tumor detection, mitosis identification, and cancer prognosis, with insights on digital pathology’s future and its impact on the field.
★★★★★ (7 ratings)

Artificial Intelligence and Health Care Webinar (RECORDED)
Stanford University via Independent
Explore AI’s impact on healthcare: opportunities, challenges, and implications. Gain insights from NAM and GAO publications on AI solutions, development best practices, and policy considerations.
★★★★☆ (5 ratings)

Artificial Intelligence and Machine Learning in MSK Radiology
Stanford University via Independent
Explore AI and machine learning applications in musculoskeletal radiology, including a general tutorial on machine learning for radiologists.
★★★★★ (4 ratings)

Introduction to Radiology: Conventional Radiography
Yale University via YouTube
Explore conventional radiography’s history, techniques, and image interpretation with Dr. Mathur. Learn to identify densities, patient positioning, and projections in X-rays.
★★★★☆ (2 ratings)

Unsupervised Biomedical Image Segmentation using Hyperbolic Representations | Jeffrey Gu
Stanford University via YouTube
Explore unsupervised biomedical image segmentation using hyperbolic representations. Learn about novel self-supervised hierarchical loss and its applications in medical imaging analysis.
★★★★☆ (2 ratings)

Building AI models for healthcare (ML Tech Talks)
TensorFlow via YouTube
Explore common myths in healthcare AI, discussing data needs, model accuracy, and clinical impact. Gain insights from experts on building effective AI solutions for medical applications.
★★★★☆ (2 ratings)

9:30am – 9:55am: Early Diagnosis: Tales from the Esophagus
Stanford University via YouTube
Innovative Cytosponge technology combined with AI for early esophageal cancer detection. Explores minimally invasive triage methods and advanced endoscopy for effective localization and removal of early-stage tumors.
★★★★☆ (2 ratings)

AI regulation in radiology with Hugh Harvey
Radiology Channel via YouTube
Explore AI regulation in radiology with expert Dr Hugh Harvey. Gain insights into regulatory approval processes for radiology AI products and their implications.
★★★★★ (2 ratings)

Introduction to Psychology as a Science
Georgia Institute of Technology via Coursera
Learn about how psychology has developed a body of knowledge about behavior and mind through the use of scientific methods. All areas of psychology will be covered.
★★★★★ (1 rating)

Human Excellence in the AI Age, Part 1: A Soft Skills Course
University of Virginia via Coursera
Develop essential soft skills for the AI era: adaptive learning, self-mastery, and relationship-building. Learn to overcome ego and fear, embrace humility, and cultivate mindfulness for personal and professional growth.
★★★★★ (1 rating)

Fundamentals of Biomedical Imaging: Magnetic Resonance Imaging (MRI)
École Polytechnique Fédérale de Lausanne via edX
Learn about magnetic resonance, from the physical principles of Nuclear Magnetic Resonance (NMR) to the basic concepts of image reconstruction (MRI).
★★★★★ (1 rating)

AI for Medical Diagnosis
DeepLearning.AI via Coursera
In this course, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.
★★★★☆ (1 rating)

How Artificial Intelligence Can Support Healthcare
University of Groningen via FutureLearn
Explore how AI can be used to improve patient care and build your understanding of how to implement AI in the health professions.
★★★★★ (1 rating)

Deep Learning for Object Detection
MathWorks via Coursera
Learn to detect and locate objects using deep learning for computer vision. Train YOLO models, evaluate results, and apply techniques to real-world scenarios like autonomous navigation and medical imaging.
★★★★★ (1 rating)

Artificial Intelligence for Breast Cancer Detection
Johns Hopkins University via Coursera
Explore AI applications in breast cancer detection, covering epidemiology, imaging techniques, and key AI approaches. Gain practical knowledge for product development in medical AI.
★★★★☆ (1 rating)

Psychopathy
via YouTube
Explore psychopathy, its traits, and related concepts like the Dark Triad. Delve into emotional intelligence, moral judgment, and the differences between psychopathy and other personality disorders.
★★★★★ (1 rating)

AI for Healthcare
via Udacity
Explore AI applications in 2D/3D medical imaging, EHR data, and wearable devices. Gain skills in data analysis, model building, and regulatory compliance for healthcare innovation.
★★★★★ (1 rating)

Neurobiology basics
via YouTube
Comprehensive exploration of nervous system anatomy, physiology, and function, covering neurons, brain structures, sensory systems, and related disorders through detailed animations.
★★★★☆ (1 rating)

MedAI: Graph-based modeling in computational pathology | Siyi Tang
Stanford University via YouTube
Explore graph-based modeling in computational pathology, focusing on cellular interactions and spatial structures in whole slide images using graph neural networks for biomarker discovery and workflow automation.
★★★★★ (1 rating)

Deep Learning Guided Reconstruction and Processing for PET, SPECT, and CT
Yale University via YouTube
Explore advanced reconstruction techniques using deep learning for medical imaging modalities, enhancing image quality and diagnostic accuracy in PET, SPECT, and CT scans.
★★★★★ (1 rating)

Parasites – Editors in Conversation (JCM ed.)
American Society for Microbiology via YouTube
Fascinating discussion on parasites, exploring their diversity, life cycles, and impact on hosts. Experts delve into eradication efforts, AI applications in detection, and the balance between dreadful and wonderful aspects of these organisms.
★★★★★ (1 rating)

Responsible Use of AI in Health Care
Open Data Science via YouTube
Explore responsible AI use in healthcare, addressing challenges, identifying biases, and implementing ethical practices to enhance patient outcomes and promote health equity.
★★★★★ (1 rating)

How to Use ChatGPT in Healthcare
via edX
Unlock ChatGPT’s potential in healthcare! Explore AI’s impact, learn ChatGPT use cases, navigate ethics and legalities, and streamline patient care, data access, and administration. Apply ChatGPT in day-to-day activities and transform healthcare. Join now!

Machine Learning in Healthcare: Fundamentals & Applications
Northeastern University via Coursera
Explore data mining in healthcare, from theoretical foundations to practical applications. Learn to select methods, use software, and address real-world challenges in data cleaning, transformation, and modeling.

AI and Public Health
DeepLearning.AI via Coursera
Explore AI’s role in public health, learn problem-solving frameworks, and create an air quality monitoring app for Bogotá in hands-on labs.

Fundamentals of Machine Learning for Healthcare
Stanford University via Coursera
Explore machine learning’s potential in healthcare, covering fundamental concepts, use cases, evaluation metrics, and best practices for developing and implementing ML applications in medical settings.

Digital Biomaterials
The University of Hong Kong via edX
Learn and discover the special, exciting and new materials and technologies in dentistry to make a difference in tomorrow’s oral health care development. It is Digital Biomaterials by HKU Dental Materials Science!

Frontiers in Dentistry
University of Pennsylvania via Coursera
Explore cutting-edge advances in dental medicine across five domains: precision dentistry, treating patients with disabilities, biomaterials, digital dentistry, and computer-assisted orthodontics. Learn about innovative technologies and interdisciplinary collaborations.

AI for Public Health
DeepLearning.AI via Coursera
Explore AI’s role in addressing social and environmental issues, focusing on air quality in Bogotá. Learn data analysis, Python, and problem-solving using the AI for Good framework.

Precision Medicine and Smart Healthcare: The Industrial Applications
Taipei Medical University via FutureLearn
Explore the trends in the development of precision medicine, smart healthcare, regenerative medicine, and targeted therapy.

Healthcare Data Literacy
University of California, Davis via Coursera
Develop data literacy skills for healthcare, covering industry basics, data types, terminologies, and integration techniques to enhance decision-making and improve patient care.

AI For Medical Treatment
DeepLearning.AI via Coursera
In this course, you will build a treatment effect predictor, apply model interpretation techniques and use natural language processing to extract information from radiology reports.

Capstone Project: Advanced AI for Drug Discovery
LearnQuest via Coursera
Analyze COVID-19 genome mutations using AI techniques to identify potential drug targets, employing PCA, K-means clustering, and predictive modeling for effective therapeutic development.

Artificial Intelligence (AI) In Healthcare: Opportunities and Challenges
Taipei Medical University via FutureLearn
Explore AI’s impact on healthcare, including opportunities, challenges, and future applications. Gain insights into data privacy, ethics, and the integration of emerging technologies in medical systems.

Medical Image Analysis
NPTEL via Swayam
Learn current technology in medical image processing and analysis, gaining skills for careers in medical imaging instruments, software design, visualization, robotics, and augmented reality.

AI for Medical Prognosis
DeepLearning.AI via Coursera
In this course, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.

Generative AI for Healthcare Students and Professionals
University of Glasgow via Coursera
Explore generative AI’s impact on healthcare through case studies, ethics, and future perspectives, equipping students and professionals with balanced, practical knowledge.

Making a Difference Ⅱ: High Stakes
Tel Aviv University via edX
Learn how you can make a difference at a global scale by focusing relentlessly on the largest risks and harms, prioritizing ambitiously, and leveraging your unique set of skills.

Business Application of Machine Learning and Artificial Intelligence in Healthcare
Northeastern University via Coursera
Throughout these four modules we will examine the use of decision support, journey mapping, predictive analytics, and embedding Machine Learning and Artificial Intelligence into the healthcare industry.

Data Science in Stratified Healthcare and Precision Medicine
University of Edinburgh via Coursera
Explore data science in biomedicine, from genomics to wearables. Learn computational methods for precision medicine, including sequence processing, image analysis, and machine learning. Gain hands-on experience with real-world data and case studies.

Introduction to Digital health
Imperial College London via Coursera
Explore key concepts, technologies, and applications in digital health, including electronic records, mobile apps, AI, and telemedicine. Examine opportunities, challenges, and global impact on healthcare and public health.

AI in Healthcare
Stanford University via Coursera
Explore AI’s transformative potential in healthcare, from data analysis to ethical implementation. Learn to safely integrate AI technologies into clinical practice and improve patient care.

AI in Healthcare. Hype or Help?
KU Leuven University via edX
Discover how Artificial Intelligence (AI) is revolutionizing healthcare in this exciting course. The added value of AI for healthcare is explained from the healthcare professional’s perspective, while basic AI principles are clarified from the AI developer’s point of view.

Data Augmented Technology Assisted Medical Decision Making
University of Michigan via Coursera
Learn to leverage AI for enhanced medical diagnostics, interpret ML models, critically evaluate AI studies, and navigate ethical considerations in AI-assisted healthcare decision-making.

Trustworthy AI for Healthcare Management
Politecnico di Milano via Coursera
Introducción a la IA confiable en salud: principios éticos, evaluación y aplicaciones prácticas. Enfoque en beneficios y desafíos para profesionales de la salud, pacientes y desarrolladores de IA.

AI for Energy and Biomedical Applications
University of Michigan via Coursera
Explore AI’s transformative impact on energy systems and healthcare, from predictive maintenance and renewable optimization to medical imaging analysis and precision medicine advances.

Introduction to Using Generative AI in Public Health
Johns Hopkins University via Coursera
Explore practical applications of generative AI tools like ChatGPT in public health, focusing on ethical implementation, research methods, and real-world problem-solving for healthcare professionals.

Educational Psychology_Law
CEC via Swayam
Explore psychological theories, intelligence, personality, and adolescent development. Enhance understanding of learning processes, creativity, and mental health for effective educational practices.

Clinical Natural Language Processing
University of Colorado System via Coursera
Learn clinical NLP fundamentals, including linguistic principles, regular expressions, and text processing in R. Develop skills to extract information from clinical notes and apply them to identify diabetic complications.

Getting started in cryo-EM
California Institute of Technology via Coursera
Explore cryo-electron microscopy fundamentals, from microscope anatomy to image processing workflows. Gain essential knowledge for cell biologists, molecular biologists, and aspiring cryo-EM practitioners.

Biais et discrimination en IA
Université de Montréal via edX
Explorez les aspects techniques et sociaux des biais, de la discrimination et de l’équité dans l’IA, en mettant l’accent sur les impacts liés au sexe, à la race et à la situation socio-économique dans les modèles prédictifs.

Medical Image Processing
MathWorks via Coursera
Learn to process and analyze medical images using MATLAB, covering import, visualization, alignment, and segmentation techniques for 2D and 3D data to advance patient care and medical research.

Psychological Foundation of Education
University of Kashmir via Swayam
Explore psychological foundations of education, covering development, learning theories, intelligence, personality, mental health, and guidance. Gain insights for effective teaching and student support.

Introduction to advanced tomography
Technical University of Denmark (DTU) via Coursera
Hands-on experience with high-resolution tomography analysis, covering data acquisition, 3D reconstruction, segmentation, meshing, and modeling to extract physical parameters. Includes practical exercises using Python.

Introduction to AI Applications in Pulmonary Medicine
Taipei Medical University via FutureLearn
Discover how AI, machine learning and deep learning have improved clinical practice in the treatment of respiratory diseases.

Stanford Medcast Episode 28: Hot Topics Mini-series – Artificial Intelligence in Medicine
Stanford University via Independent
Explore the current and future impact of AI in medicine, its applications, and how healthcare systems can prepare for AI integration.

Shoulder Radiography Fracture Dislocation
Stanford University via Independent
Explore humeral head fracture dislocation through radiography, enhancing diagnostic skills for accurate identification and interpretation of shoulder injuries.

医学图像处理技术 Medical Image Analysis
Shanghai Jiao Tong University via Coursera
本课程针对医学图像的特征,结合临床需求,由浅入深地讲解医学图像的种类、特征、应用领域、数字化存储形式,并分类讲解图像处理的理论和算法,结合应用案例和课程实践使学生熟练掌握祥光领域的知识和技能,并具备一定的动手能力。

AI for Medicine
DeepLearning.AI via Coursera
Explore machine learning applications in medicine, covering diagnosis, prognosis, and treatment. Gain practical skills to apply AI in healthcare, enhancing medical decision-making and patient care.

Health Informatics
Yale University via Coursera
Develop in-demand data and health informatics skills needed in the fast growing healthcare industry.

AI + Health 2021 Recorded Webinar, Track 1: Advancing the Practice + Science of Medicine via AI
Stanford University via Independent
Explore AI’s impact on healthcare with experts from academia, government, and clinical practice, covering critical issues for practitioners, researchers, executives, and policymakers.

Medical Technology Futures
University of Leeds via FutureLearn
An introduction to the MedTech field, with a special focus on medical device design and engineering.

Foundations of Wavelets and Multirate Digital Signal Processing
Indian Institute of Technology Bombay via Swayam
Explore wavelets and multirate digital signal processing, covering Haar wavelets, subspace analysis, filter banks, and frequency domain concepts for signal localization and analysis.

Pediatric Grand Rounds (RECORDING) Improving Accuracy in the Diagnosis and Treatment of Acute Otitis Media in Young Children
Stanford University via Independent
Enhancing diagnostic accuracy and treatment strategies for acute otitis media in young children through evidence-based approaches and recent clinical trials.

Digital Health
Imperial College London via Coursera
Explore digital health technologies, their applications, and impact on public health and healthcare systems. Learn design, implementation, and evaluation of digital health interventions.

MDCT Protocol Design for MSK Studies
Stanford University via Independent
Explore basic concepts of image acquisition and reconstruction for musculoskeletal MRI studies, focusing on MDCT protocol design techniques.

Industrial mathematics
CEC via Swayam
Master mathematical principles behind medical imaging, from calculus fundamentals to X-ray physics and image reconstruction techniques. Apply advanced concepts to solve real-world medical visualization challenges.

Biomedical Image Analysis in Python
via DataCamp
Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

AI + Health 2021, Recorded Webinar, Track 2: Cross Cutting Issues + Closing the AI Chasm
Stanford University via Independent
Explore critical issues and emerging trends in AI’s impact on healthcare with experts from academia, government, and clinical practice.

Neurology
via YouTube
Comprehensive exploration of nervous system anatomy, physiology, disorders, and treatments through engaging animations. Ideal for medical students and patient education.

Leveraging Neuroscience in the Workplace
via LinkedIn Learning
Learn how to change your brain for the better. Find out how to apply the latest findings from the field of neuroscience to business.

Madness Redefined: Creativity, Intelligence and the Dark Side of the Mind
World Science Festival via YouTube
Explore the fascinating connection between mental illness and creativity, examining scientific research, personal experiences, and societal implications of this complex relationship.

NLP Practitioner & NLP Master Practitioner Cert (ACCREDITED)
via Udemy
The ONLY Combined NLP Practitioner & NLP Master Practitioner Certification Course on this platform – 2 Courses in 1!

Natural Language Processing in Mental Health
Data Science Dojo via YouTube
Explore how natural language processing can extract mental health indicators from everyday language, aiding neuropsychiatry while considering potential risks and ethical implications.

AI business school for healthcare
Microsoft via Microsoft Learn
Learn to develop an AI strategy to create business value in healthcare, including machine learning technologies, culture, and responsible AI.

MIT 6.S191: AI in Healthcare
Alexander Amini via YouTube
Explore AI applications in healthcare, from cancer screening to genomics, addressing challenges like bias and model limitations for improved patient care and equitable outcomes.

Frontiers of Medical AI – Therapeutics and Workflows | Andre Esteva
Stanford University via YouTube
Explore cutting-edge AI applications in medicine, focusing on therapeutics and workflow optimization. Learn about AI-driven cancer treatment decisions, protein engineering, and specialized medical search engines.

Stanford Radiology: PHIND (Summer) 2022, Chaudhari: Disease Prediction using Imaging & Deep Learning
Stanford University via YouTube
Explore innovative techniques for predicting diseases using medical imaging and deep learning, focusing on opportunistic approaches with existing data for improved patient outcomes.

Digital Health für Einsteiger
via openHPI
Überblick über Digital Health: Grundlagen, Anwendungen und Trends in KI, Sensortechnologie und Präzisionsmedizin. Ethische und rechtliche Aspekte sowie Innovationen zur Verbesserung der individuellen und systemischen Gesundheitsversorgung.

Deep Learning for Healthcare
via Coursera
Explore health data analysis, neural networks, and their real-world medical applications, designed for both machine learning enthusiasts and medical professionals.

Genetics
Serious Science via YouTube
Explore genetics through expert lectures on topics like genome annotation, behavioral genetics, and the interplay between genes and environment. Gain insights into cutting-edge research and applications.

Cracking the Code of Addiction and Mental Health
Milken Institute via YouTube
Experts discuss addiction and mental health challenges, exploring economic impacts, policy changes, and technological advancements to improve treatment and reduce stigma in the opioid crisis and beyond.

10 PHIND Symposium – Imaging for Early Detection in the Era of Artificial Intelligence – Langlotz
Stanford University via YouTube
Explore AI’s impact on early disease detection through medical imaging, focusing on chest radiographs, coronary disease, and breast cancer, with insights from Stanford’s Dr. Langlotz.

Few-shot Chest X-ray Diagnosis Using Clinical & Literature Images | Angshuman Paul
Stanford University via YouTube
Explore innovative few-shot learning methods for chest X-ray diagnosis using clinical and literature images, enhancing radiology image analysis with advanced machine learning techniques.

Image quality evaluation of deep learning image reconstruction and denoising in clinical CT
Yale University via YouTube
Explore advanced techniques for assessing image quality in CT scans using deep learning, focusing on reconstruction and denoising methods for improved clinical outcomes.

Deep Learning Methods for Electrocardiograms and Echocardiograms | Weston Hughes
Stanford University via YouTube
Explore cutting-edge deep learning methods for ECG and echocardiogram analysis, outperforming traditional algorithms and offering insights into cardiovascular imaging interpretation.

AI for Good
DeepLearning.AI via Coursera
Explore AI applications in public health, climate change, and disaster management. Learn from industry experts and real-world datasets to develop skills for impactful AI projects addressing global challenges.

Your Brain on Art: How the Arts Transform Us
The Aspen Institute via YouTube
Explore the transformative power of art on the brain, health, and society. Discover scientific insights into how engaging with arts enhances well-being, learning, and community connections.

MedAI #122: Integrating Pathology Images and Genomics Data for Cancer Grading | Xiaohan Xing
Stanford University via YouTube
Innovative AI methods for integrating pathology images and genomics data to enhance cancer grading accuracy, addressing modality challenges and improving performance when genomics data is missing.

Complete Tensorflow 2 and Keras Deep Learning Bootcamp
via Udemy
Learn to use Python for Deep Learning with Google’s latest Tensorflow 2 library and Keras!

Denoising diffusion models for denoising diffusion MRI | Tiange Xiang
Stanford University via YouTube
Explore innovative self-supervised denoising techniques for diffusion MRI using denoising diffusion models. Learn about a three-stage framework integrating statistic-based theory for improved medical imaging quality.

Curation & Analysis of Annotated Medical Images Across Institutions | Xiaoyuan Guo
Stanford University via YouTube
Explore techniques for curating and analyzing annotated medical images across institutions, focusing on data sharing challenges, anomaly detection, and OOD-aware image retrieval for improved dataset quality and future analysis.

Multimodal opportunistic risk assessment for ischemic heart disease | Juan Manuel
Stanford University via YouTube
Innovative approach integrating body composition biomarkers from CT scans with electronic medical records to enhance ischemic heart disease risk assessment, outperforming current clinical risk scores.

Stanford Radiology: PHIND (Spring) 2022, Shen: Time Before Birth: A Look at Developing Human Brain
Stanford University via YouTube
Explore the developing human brain before birth through advanced imaging techniques and machine learning models, offering insights into fetal neurodevelopment and potential clinical applications.

Modeling prior information to guide image reconstruction in radiation therapy
Yale University via YouTube
Explore innovative techniques for incorporating prior knowledge into image reconstruction algorithms, enhancing accuracy and efficiency in radiation therapy planning and delivery.

Nuclear Bone Scans | Radiology
Medicosis Perfectionalis via YouTube
Explore nuclear bone scan techniques in radiology, including applications, procedures, and interpretation of results for diagnosing various skeletal conditions and abnormalities.

El funcionamiento del cerebro y la transformación personal
via Udemy
Aprende a re programar tu cerebro y transforma tu vida

Skyrocket Your Creativity and Get Better Ideas: 7 Easy Ways
via Udemy
Boost your creativity with simple, powerful techniques for better ideas in just about 1 hour

Opioid Use Disorder Prediction Using AI and Existing Risk Models | Sajjad Fouladvand
Stanford University via YouTube
Comparative study on AI models for predicting opioid use disorder, showcasing superior performance of transformer-based AI over existing clinical tools and other machine learning approaches.

GANs in Medical Image Synthesis, Translation, and Augmentation | Jason Jeong
Stanford University via YouTube
Explore GANs in medical imaging for synthetic data generation, addressing scarcity and imbalance issues. Learn about applications in CT, MRI, and disease detection, with insights on challenges and future directions.

Self-training/Weak Supervision + Untrained Neural Nets for MR Recon | Beliz Gunel
Stanford University via YouTube
Exploring untrained neural networks for MR reconstruction, comparing self-training and weak supervision methods to improve performance with limited data while addressing slow inference times.

Towards Understanding Transfer Learning with Applications to Medical Imaging
Simons Institute via YouTube
Explore transfer learning in medical imaging, focusing on deep learning applications, performance evaluation, and feature similarity analysis using CCA. Insights on ImageNet models and chest X-rays included.

Tanishq Abraham; What are CycleGANs? (a novel deep learning tool in pathology)
Abhishek Thakur via YouTube
Explore CycleGANs for unpaired image conversion, including applications in pathology and microscopy. Learn model architecture, training, and inference through code demos and real-world examples.

Minimally Invasive Surgery for Superior Semicircular Canal Dehiscence | Isaac Yang, MD | UCLAMDChat
University of California, Los Angeles via YouTube
Neurosurgeon explains minimally invasive keyhole craniotomy for Superior Semicircular Canal Dehiscence, showcasing surgical techniques, modern technology, and patient-specific approaches.

How drugs affect microbiome, AI & virus hunting, & which seat on the plane makes you sick
American Society for Microbiology via YouTube
Explore microbiome impacts of non-antibiotics, AI-driven virus discovery, insights into early life, disease spread on planes, and increased science funding in this comprehensive microbiology update.

NIH Perspective: Scientific Program & Funding Opportunities Related to Advanced Imaging & AI @ NIBIB
Yale University via YouTube
Explore NIBIB’s scientific programs and funding opportunities for advanced imaging and AI research, presented by Behrouz Shabestari at Yale University’s Deep Reconstruction Workshop.

AI-Based PET Image Enhancement
Yale University via YouTube
Explore cutting-edge AI techniques for enhancing PET imaging quality and resolution, improving diagnostic accuracy in medical imaging applications.

Stanford Talk: Inequality in Healthcare, AI & Data Science to Reduce Inequality – Improve Healthcare
Stanford University via YouTube
Exploring AI and data science applications to address healthcare inequality, featuring insights from experts on challenges and potential solutions in improving healthcare access and outcomes.

Reinvigorating Clinical Trials
The Aspen Institute via YouTube
Exploring innovative approaches to modernize clinical trials, including biomarkers, genetic testing, and AI, to accelerate therapy development while maintaining rigor, safety, and public trust.

Can Robots Combat Loneliness?
The Aspen Institute via YouTube
Explore the potential of social robots as companions for the elderly, addressing isolation and enhancing quality of life through interactive features like conversation, entertainment, and exercise guidance.

Cristian Axenie – Fusing Biophysics and Machine Learning for Computational Oncology
Alan Turing Institute via YouTube
Innovative approach combining biophysics and machine learning to enhance understanding of cancer dynamics, utilizing clinical data to extract disease patterns and improve oncology research.

AI in Healthcare: The Next Frontier | Leonardo Castorina | TEDxUniversityofEdinburgh
TEDx via YouTube
Exploring AI’s potential to revolutionize healthcare, from enhancing diagnostics to automating tasks. Discusses advancements, ethical challenges, and the future of AI in biomedicine.

Unleashing the Power of ChatGPT with 1000+ prompts
via Udemy
ChatGPT for Everyday Use: Your Beginner’s Companion to ChatGP

Advanced Prostate Cancer Imaging
Stanford University via YouTube
Explore cutting-edge prostate cancer imaging techniques, including new radiotracers, genetics, PET/SPECT imaging, and AI-driven personalized management strategies.

Fighting Skin Disease with AI
Data Science Festival via YouTube
Explore how AI and computer vision are revolutionizing skin health monitoring and empowering informed skincare decisions at scale.

U.S. Healthcare with AI: Cost Transparency and Affordability | Deepak Talasila | Conf42 KN 2024
Conf42 via YouTube
Explore AI-driven solutions for healthcare cost transparency, addressing challenges and showcasing an innovative platform’s features, benefits, and future potential in the U.S. healthcare system.

The Future is Now. How AI can Change the Practice of Obstetric Ultrasound.
GE HealthCare via YouTube
Explore how artificial intelligence is revolutionizing obstetric ultrasound practices and shaping the future of prenatal care.

Medical Image Classification using Tensorflow
Coursera Project Network via Coursera
Explore AI-powered medical image classification using Python and TensorFlow/Keras, enhancing diagnostic accuracy and efficiency in healthcare.

Anatomía comparada de peces teleósteos
University of Vigo via Independent
Iniciación práctica a la investigación en anatomía comparada de peces teleósteos usando ingeniería inversa, morfometría geométrica y software especializado para análisis y visualización de datos.

JavaScript for Cancer Prevention through Early Detection
Data Science Dojo via YouTube
Explore how JavaScript, TensorFlow.js, and React Native can enhance melanoma detection accuracy, aiding early skin cancer diagnosis and potentially saving lives through innovative technology.

Explaining Model Decisions and Fixing Them through Human Feedback | Ramprasaath Selvaraju
Stanford University via YouTube
Explore algorithms for explaining deep network decisions, building user trust, incorporating domain knowledge, learning grounded representations, and correcting unwanted biases in AI models.

Fairness in representation learning | Natalie Dullerud
Stanford University via YouTube
Explore fairness in deep metric learning, evaluating bias in representations and its impact on minority subgroups. Learn about a novel approach to mitigate bias and improve fairness in machine learning models.

Domain Adaptation with Invariant Representation Learning | Petar Stojanov
Stanford University via YouTube
Explore domain adaptation in machine learning, focusing on invariant representation learning and its challenges. Learn about novel techniques for optimal feature mapping across domains.

Optimizing for Interpretability in Deep Neural Networks | Mike Wu
Stanford University via YouTube
Explore techniques for making deep neural networks more interpretable through regularization, focusing on medical applications in critical care and HIV treatment. Insights on balancing model performance with human-understandable decision processes.

Observational Supervision for Medical Image Classification | Khaled Saab
Stanford University via YouTube
Exploring gaze data as a novel supervision source for training deep learning models in medical image classification, focusing on chest X-rays and brain MRI scans for improved efficiency and accuracy.

Multimodal medical research of vision and language | Jean-Benoit Delbrouck
Stanford University via YouTube
Explore multimodal medical research combining vision and language, focusing on innovative tasks like Medical Visual Question Answering and Radiology Report Generation using advanced AI architectures and pre-training techniques.

Mandoline – Model Evaluation under Distribution Shift | Mayee Chen
Stanford University via YouTube
Explores a novel framework for evaluating machine learning models under distribution shifts, using slice-based reweighting to improve performance estimation on target distributions.

MedAI: COVID-19 Resource Utilization Prediction Using Fusion AI Model | Amara Tariq
Stanford University via YouTube
Explore AI-driven prediction of COVID-19 resource utilization using fusion modeling, combining patient history and current indicators for efficient healthcare planning and allocation.

MedAI: Self-supervision & Contrastive Frameworks: a vision-based review | Nandita Bhaskhar
Stanford University via YouTube
Comprehensive review of self-supervised and contrastive learning frameworks in computer vision, exploring methodologies, performance, and potential applications in medical imaging.

Segmentation and Quantification of Breast Arterial Calcifications | Xiaoyuan Guo
Stanford University via YouTube
Explore innovative techniques for segmenting and quantifying breast arterial calcifications in mammograms, aiming to improve cardiovascular risk assessment for women through non-invasive methods.

Complex Time: Cognitive Regime Shift II – When/Why/How the Brain Breaks
Santa Fe Institute via YouTube
Exploring brain function loss through complexity science, from cellular to cognitive levels, discussing indicators, mechanisms, and analytical approaches for understanding aging and diseased brains.

Dr. Sebastian Thrun & Peter Diamandis on AI | Which Way Next? | Singularity University
Singularity University via YouTube
Explore AI’s impact on education, healthcare, and transportation with experts Dr. Sebastian Thrun and Peter Diamandis in this thought-provoking discussion on exponential technologies and their societal implications.

Impossible Explanations? Beyond Explainable AI in the GDPR from a COVID-19 Use Case Scenario
Association for Computing Machinery (ACM) via YouTube
Exploring AI explainability challenges in GDPR compliance using COVID-19 scenarios, emphasizing justifiability over technical explanations in legal and ethical contexts.

Health-care Disruptors: New Models Changing the Landscape
Milken Institute via YouTube
Explore disruptive healthcare models, from research to delivery, as experts discuss shifting incentives, technological advancements, and emerging investment strategies reshaping the medical landscape.

Artificial Intelligence and Global Health
The Aspen Institute via YouTube
Explore AI’s impact on global health, discussing applications, challenges, and potential for improving healthcare delivery and outcomes worldwide.

Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Learning
Association for Computing Machinery (ACM) via YouTube
Explore machine learning’s role in predicting opioid use disorder, focusing on algorithmic fairness and ethical considerations in healthcare applications.

Dementia: Leveraging Technology | Soubhik Das | TEDxPICT
TEDx via YouTube
Explore innovative tech solutions for dementia care, including AI-driven diagnosis and rehabilitation. Gain insights on transforming healthcare through technology from a young entrepreneur’s perspective.

Deep Learning for CT Reconstruction – Image Denoising and Beyond
Yale University via YouTube
Explore advanced deep learning techniques for CT image reconstruction, focusing on denoising methods and innovative approaches to enhance medical imaging quality.

Can ChatGPT solve medical mysteries? (Featuring Adam Rodman)
Strong Medicine via YouTube
Explore AI’s potential in solving complex medical cases, featuring an interview with Dr. Adam Rodman on ChatGPT’s performance in diagnosing real-life clinical dilemmas from NEJM.

Making Food Computable | Ganesh Bagler | TEDxIISERPune
TEDx via YouTube
Explore how data-driven strategies and computational methods are revolutionizing gastronomy, paving the way for innovations in nutrition, health, and sustainability in the global food landscape.

Tu paz interior no es negociable | Yane Díaz | TEDxCoatzacoalcos
TEDx via YouTube
Descubre cómo alcanzar el éxito profesional sin sacrificar tu bienestar personal. Aprende la técnica “Pazitud” para lograr una vida equilibrada y plena mientras alcanzas tus metas laborales.

Suis-je intelligent ? | Mohamed Boclet | TEDxIESEGParis
TEDx via YouTube
Exploration des différents types d’intelligence et de l’unicité de chacun, à travers l’expérience personnelle d’un champion de lecture rapide et de Mind mapping.

Would You Talk to a Robot When You Feel Lonely? | Othelia Lee | TEDxUNCCharlotte
TEDx via YouTube
Exploring the potential of AI companion robots to support aging adults, addressing loneliness and enhancing well-being through innovative technology-based interventions.

Session 2 – AI in early detection of diseases
Alan Turing Institute via YouTube
Exploring AI innovations in early disease detection, discussing challenges, opportunities, and future prospects for AI-driven health technologies across various medical fields.

Kubernetes + AI Joining Forces in the Battle Against Cancer – Wojciech Małota-Wójcik, Ridge
CNCF [Cloud Native Computing Foundation] via YouTube
Explore how distributed Kubernetes clusters and AI revolutionize cancer diagnosis, combining computational biology with cloud computing for faster, more precise treatments.

Rui Ma Profile Image

Rui Ma

With a background in Health Statistics and Sociology, she has built a career path in Data Analytics.
Manoel Cortes Mendez Profile Image

Manoel Cortes Mendez

Software engineer and online graduate student in computer science passionate about education, technology, and their intersection.
Suparn Patra Profile Image

Suparn Patra

Suparn developed an interest in MOOCs through a project he worked on during his MSc in Artificial Intelligence. He joined Class Central as a Full Stack Engineer.

Comments 3

  1. Mahbub

    Sadly, most you “Free Online Courses” list does not have any free course. this post also does not have any free courses. then why you guys create these posts. only misleading and a waste of time.

    Reply
  2. Peter van Ooijen

    Additional course we launched end of last year, not on this list yet is now available on FutureLearn: https://www.futurelearn.com/courses/how-artificial-intelligence-can-support-healthcare
    Content is fully free, but small payment is required to get a certificate of completion.

    Reply

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