Research
Conformable Decoders

Converting the patterns of nature and the human body into beneficial signals and energy
Article Research

What happens when we give doctors an AI assistant?

Media Lab alum Matt Groh discusses a study finding that AI can help doctors diagnose dermatological conditions across different skin tones.a
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Biomechatronics

Enhancing human physical capability
Project Research

QTY code designs for water-soluble beta-barrel transmembrane proteins

In addition to a large number of membrane proteins that comprise most alpha-helix transmembrane segments, there are also many transmembrane…
Article Research

Protein study could help researchers develop new antibiotics

Researchers created a water-soluble version of an important bacterial enzyme, which can be used in drug screens to identify new antibiotics.
Research
Media Lab Research Theme: Life with AI

Life with AI | Designing the future of smart systems to improve the human experience
Project Research

Conformable Ultrasound Breast Patch (cUSBr-Patch) for Deep Tissue Scanning and Imaging

Ultrasound is widely used for tissue imaging such as breast cancer diagnosis; however, fundamental challenges limit…
Project Research

conformable Ultrasound Patch (cUSP) For Cavitation-Enhanced Transdermal Drug Delivery

Ultrasound-induced transdermal drug delivery (sonophoresis) has long lingered in the by-lanes of academic and industrial research, and has …
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Space Exploration Initiative

Space Exploration Initiative
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Media Lab Research Theme: Connected Mind + Body

Connected Mind + Body | Revolutionizing the future of mental and physical wellbeing
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Nano-Cybernetic Biotrek

Inventing disruptive technologies for nanoelectronic devices and creating new paradigms for life-machine symbiosis
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Affective Computing

Advancing human wellbeing by developing new ways to communicate, understand, and respond to emotion
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Media Lab Research Theme: Future Worlds

Future Worlds | Design and action for the future we want to live in
Project Research

conformable Facial Code Extrapolation Sensor (cFaCES)

AbstractDevices that facilitate nonverbal communication typically require high computational loads or have rigid and bulky form factors&nbs…
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Project Research

Essence Wearables: Biometric Olfactory Interfaces for Day and Night

Human-computer interaction (HCI) has traditionally focused on designing and investigating interfaces that provide explicit visual, auditory…
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Media Lab Research Theme: Cultivating Creativity

Cultivating Creativity | Catalyzing a global movement enabling everyone to unlock and unleash their individual and collective creativity
Article Research

Doctors have more difficulty diagnosing disease when looking at images of darker skin

In a study published in Nature Medicine, alum Matt Groh, Prof. Rosalind Picard, and colleagues found assistance from an AI model can help.
Publication Research

Deep learning-aided decision support for diagnosis of skin disease across skin tones

Groh, M., Badri, O., Daneshjou, R. et al. Deep learning-aided decision support for diagnosis of skin disease across skin tones. Nat Med (2024). https://doi.org/10.1038/s41591-023-02728-3
Project Research

Diagnosing Diagnosis in Dermatology

Addressing Bias in Physician-Machine PartnershipsThis research program addresses how AI assistance can enhance physician decision-making on…
Project Research

Life-Nanomachine Synergism

For more details and recent updates visit:  https://web.mit.edu/deblina-sarkar/Nanoelectronics has the potential to enable radica…
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Sculpting Evolution

Cultivating wisdom through evolutionary and ecological engineering
Project Research

conformable Multimodal Sensory Facemask (cMaSK)

Facemasks are used to reduce exposure to viruses and other environmental hazards such as air pollution, and integrating wearable electronic…
Post Research

BBC 100 Women 2023: Canan Dagdeviren

Professor Dagdeviren was recognized for her work developing a wearable ultrasound patch for early breast cancer detection.
Project Research

How to Grow (Almost) Anything - A New Model for Global Synthetic Biology Education

A Distance Learning Model for Global Laboratory-Based Synthetic Biology Education Synthetic Biology ( SynBio) tools hold the…
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Community Biotechnology

Community Biotechnology
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Molecular Machines

Engineering at the limits of complexity with molecular-scale parts
Article Research

MIT-developed device could be a lifesaving gamechanger in diagnosing breast cancer

Prof. Canan Dagdeviren talks to Boston 25 News about a wearable ultrasound device that could help detect early-stage breast cancer.
Article Research

Wearable ultrasound that could detect breast cancer developed by MIT

Prof. Canan Dagdeviren talks to CBS News about a wearable ultrasound device that could allow users to detect early changes in breast tissue.
Article Research

The Loh Down on Science: Skin Deep

On "The Loh Down on Science," host Sandra Tsing Loh reports on research from the Conformable Decoders group.
Article Research

Patches to the rescue

MIT Technology Review reports on transdermal drug delivery research from the Conformable Decoders group, led by Professor Canan Dagdeviren.
Project Research

A tailored, electronic textile conformable suit for large-scale spatiotemporal physiological sensing in vivo

The rapid advancement of electronic devices and fabrication technologies has further promoted the field of wearables and smart textiles. Ho…
Article Research

Wearable patch can painlessly deliver drugs through the skin

Using ultrasonic waves that propel drug molecules into the skin, the patch could be used to treat a variety of skin conditions.
Article Research

A wearable ultrasound scanner could detect breast cancer earlier

The new device, which can be incorporated into a bra, could allow more frequent monitoring of patients at high risk for breast cancer.
Article Research

Canan Dağdeviren: “Follow your dream because life is too short to follow someone else’s”

Canan Dağdeviren, head of the Conformable Decoders research group, discusses her time at the MIT Media Lab and where her research is headed.
Article Research

A global lab for teaching and practicing synthetic biology

A pandemic-fueled transformation of the MIT course "How to Grow (Almost) Anything" leads to next steps in democratizing synthetic biology
Article Research

How to make Covid the last pandemic

A new paper published by Kevin Esvelt lays out a blueprint for preventing, preparing for, and responding to future pandemics.
Article Research

MIT engineers develop sensors for face masks that help gauge fit

The system measures biological and environmental changes, and detects contact between the mask and the wearer’s skin.
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Research
Health 0.0

Health 0.0
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Project Research

Artificial Intelligence and Machine Learning in Clinical Development: A Translational Perspective

Technical summary: Future of clinical development is on the verge of a major transformation due to convergence of large new digital data so…
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Archived
Project Research

Helping Emergency Care Physicians Diagnose Sepsis and Bacterial Infections with Machine Learning and Vision

General overview:Sepsis, a life-threatening complication of bacterial infection, leads to millions of worldwide deaths requires significant…
Archived
Archived
Project Research

AI Methods for Rapid Automated Staining and Destaining of Tissue Biopsies in Hospitals

General OverviewStaining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various ti…
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Archived
Project Research

Digital Clinical Trials with Novel Machine Learning and AI Architectures

Dr. Shah was an invited speaker and a contributor at The National Cancer Policy Forum developed workshop series at the The National Academi…
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Project Research

Self-Learning AI Model Learns from Patient Data to Design Novel Clinical Trials

Technical summaryUnstructured learning problems without well-defined rewards are unsuitable for current reinforcement learning (RL) approac…
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Project Research

Deep Learning to Develop and Analyze Computational Hematoxylin and Eosin Staining of Tissue Images for Digital Biopsies

Staining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various tissue types and m…
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Project Research

Research Area | Rapid Fabrication and Integration of Medical Devices and Technologies

Dr. Shah and his research lab at MIT has significant expertise and motivation to bring problems from the clinic and society into the labora…
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Project Research

Research Area | Emergent Neural Networks to Redesign Clinical Testing of Medicines and Learning from Real World Evidence

Research studies led by Dr. Shah, in collaboration with the United States Food and Drug Administration (FDA),  have develope…
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Archived
Project Research

Research Area | Application, Interpretability and Clinical Translation of Deep Learning Algorithms for Medical Images

Research studies led by Dr. Shah in his laboratory have created new paradigms for using low-cost images captured using simple optical …
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Article Research

Breaking through the mucus barrier

A capsule that tunnels through mucus in the GI tract could be used to orally administer large protein drugs such as insulin.
Article Research

Cell Rover: Exploring and augmenting the inner world of the cell

MIT researchers describe an intracellular antenna that's compatible with 3D biological systems + can operate wirelessly inside a living cell
Article Research

MIT's Spectrum highlights Dr. Canan Dagdeviren in an article titled "Better Conforming Medical Devices"

By John Pavlus Imagine you're a patient being treated for Parkinson's Disease, which causes tremors. The disorder kills brain cells th…
Project Research

Democratizing prosthetic and diabetic care: A resilient model for healthcare delivery

As developers of prosthetic technology, we’re dedicated to understanding the challenges that people with limb loss face, not just after amp…
Publication Research

Magnetomicrometry

C. R. Taylor, S. S. Srinivasan, S. H. Yeon, M. K. O'Donnell, T. J. Roberts, H. M. Herr, Magnetomicrometry, Sci.Robot. 6, eabg0656 (2021), DOI: 10.1126/scirobotics.abg0656
Project Research

Agonist-antagonist Myoneural Interface (AMI)

Humans can accurately sense the position, speed, and torque of their limbs, even with their eyes shut. This sense, known as proprioception,…
Project Research

Neural interface technology for advanced prosthetic limbs

Recent advances in artificial limbs have resulted in the provision of powered ankle and knee function for lower extremity amputees and powe…
Article Research

Surgical technique improves sensation, control of prosthetic limb

New study describes first human implementation of novel approach to limb amputation.
Project Research

Magnetomicrometry: Tissue Tracking via Implanted Magnetic Beads

Amputation, muscle weakness, and nerve damage can make it difficult to perform simple daily tasks. In this project, we are developing a mi…
Post Research

Improving prosthetic control using magnetomicrometry

We plan to use magnetomicrometry to provide natural control over prosthetic limbs
Thesis Research

Magnetomicrometry: Tissue Length Tracking via Implanted Magnetic Beads

C. Taylor, Magnetomicrometry : Tissue length tracking via implanted magnetic beads (2020). https://dspace.mit.edu/handle/1721.1/130210
Publication Research

Experimentally Verified Finite Element Modeling and Analysis of a Conformable Piezoelectric Sensor

Amiri, N., Tasnim, F., Tavakkoli Anbarani, M., Dagdeviren, C.†, Karami, A.†, “Experimentally Verified Finite Element Modeling and Analysis of a Conformable Piezoelectric Sensor”, Smart Materials and Structures, 30 085017, 2021.
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Research
Ethics and Governance of Artificial Intelligence

Ethics and Governance of Artificial Intelligence
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Project Research

Association between COVID-19 Outcomes and Mask Mandates, Adherence, and Attitudes

We extend previous studies on the impact of masks on COVID-19 outcomes by investigating an unprecedented breadth and depth of health outcom…
Archived
Publication Research

Automated end-to-end deep learning framework for classification and tumor localization from native nonstained pathology images

Akram Bayat, Connor Anderson and Pratik Shah. "Automated end-to-end deep learning framework for classification and tumor localization from native nonstained pathology images," Proc. SPIE 11596, Medical Imaging 2021: Image Processing, 115960A (15 February 2021); doi: 10.1117/12.2582303
Article Research

Sensors woven into a shirt can monitor vital signs

Comfortable, form-fitting garments could be used to remotely track patients’ health.
Article Research

MIT develops machine-washable sensors that embed in clothing for constant vital sign monitoring

Its potential here on Earth has much more widespread benefit potential, particularly in the era of COVID-19.
Post Research

Frequently Asked Questions: A tailored, electronic textile conformable suit for large-scale spatiotemporal physiological sensing in vivo
Publication Research

Decoding of Facial Strains via Conformable Piezoelectric Interfaces

Sun, T.*, Tasnim, F.*, McIntosh, R. T., Amiri, N., Solav, D., Anbarani, M. T., Sadat, S., Zhang, L., Gu, Y., Karami, M. A., Dagdeviren, C.†, “Decoding of Facial Strains via Conformable Piezoelectric Interfaces”, Nature Biomedical Engineering, 4, 954–972, 2020.
Article Research

New surgery may enable better control of prosthetic limbs

Reconnecting muscle pairs during amputation gives patients more sensory feedback from the limb.
Project Research

Self-Reconfigurable Micro-Implants

New technology for next-generation wireless + batteryless micro-implantsThese wireless batteryless micro-chips can reprogram themselves ins…
Project Research

On-Face Olfactory Interfaces

We envision that a close-to-nose interface could be used as a complementary or alternative wearable method to nasal cannulas or masks,…
Publication Research

Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

Perikumar Javia, Rana A, Shapiro NI, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00097
Publication Research

Computational histological staining and destaining of prostate core biopsy RGB images with generative adversarial neural networks

Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00133
Project Research

Doze: On-skin Scent Diffusion and Drug Delivery Patch

Doze is an IoT enabled platform for personalized scent diffusion and on-skin drug delivery. Leveraging a hydrogel technology, the Doze syst…