Our Autonomous Healthcare Expert Team

T1. Clinical Domain Experts (The "Teachers" & Supervisors)

Lead: Dr. June Lee, MD, PhD, Executive Deputy Director and Chief Medical Officer (CMO)

Email: JLee@nsmsusa.org

These experts define the "ground truth." They provide the medical knowledge, surgical techniques, and decision-making logic that the AI must learn.

●       Surgical Specialists:

○       Neurosurgeons: Crucial for high-precision, microsurgical tasks (e.g., tumor removal, aneurysms) where the margin for error is sub-millimeter.

○       Cardiothoracic Surgeons: Essential for autonomous systems addressing moving targets (beating hearts) and complex vascular reconstruction.

○       Orthopedic Surgeons: Needed for robotic bone handling, drilling, and implant alignment (already a mature field in robotics).

○       Interventional Radiologists: Experts in image-guided, minimally invasive procedures. Key for teaching robotic navigation via catheters and needles.

○       Trauma Surgeons: Vital for designing systems that can handle "unstructured" emergencies where speed and adaptability are critical.

●       Medical Treatment Specialists:

○       Clinical Pharmacologists: Essential for defining autonomous drug delivery algorithms, managing drug-drug interactions, and pharmacokinetics (how the body processes drugs in real-time).

○       Anesthesiologists: Required to automate sedation levels, pain management, and vital sign monitoring during autonomous procedures.

○       Intensivists (ICU Doctors): For designing systems that autonomously manage life support, ventilators, and fluid resuscitation.

Our Autonomous Healthcare Expert Team

T2. Technical & Robotics Engineering (The "Builders")

Lead: Dr. Emily Brown, PhD, Director and Chief Engineer

Email: EBrown@nsmsusa.org

These experts build the physical hardware that interacts with the patient.

●       Mechatronics Engineers: Design the robotic arms, end-effectors (tools), and actuators that mimic or exceed human dexterity.

●       Haptics Engineers: Specialists in "touch" technology. They enable the robot to "feel" tissue density, identifying the difference between a nerve, a vein, and a tumor.

●       Bio-MEMS Engineers: (Micro-Electro-Mechanical Systems) Create microscopic robots or sensors (like "smart dust" or nanobots) for internal treatments.

●       Soft Robotics Engineers: Focus on making robots out of compliant materials that are safer for human contact and can navigate delicate tissue without damaging it..

Our Autonomous Healthcare Expert Team

T3. AI & Computational Experts (The "Brains")

Lead: Dr. June Lee, MD, PhD, Executive Deputy Director and Chief Healthcare AI Architect

Email: JLee@nsmsusa.org

These experts build the software that perceives the environment and makes decisions.

●       Computer Vision Specialists: Build the eyes of the system. They train models to segment anatomy (e.g., "this pixel is liver, this pixel is an artery") from camera feeds, MRI, or CT data.

●       Deep Reinforcement Learning (RL) Experts: Train agents to make sequences of decisions (e.g., the best path to cut) by simulating millions of surgeries.

●       Medical Data Scientists: Clean and annotate the massive datasets required to train the AI (scrubbing noisy hospital data).

●       Sim-to-Real Engineers: Specialize in ensuring that what a robot learns in a physics simulator (virtual world) translates accurately to the messy reality of a human body.

Our Autonomous Healthcare Expert Team

T4. Regulatory, Safety & Ethics (The "Guardrails")

Lead: Dr. Christopher Johnson, PhD, Chief Regulatory Affairs Officer

Email: CJohnson@nsmsusa.org

Autonomous healthcare faces extreme scrutiny; these roles ensure the technology is legal, safe, and accepted.

●       Bioethicists: Address the moral dilemmas of autonomous care (e.g., "Who is responsible if the robot makes a mistake?").

●       Regulatory Affairs Specialists (FDA/EMA): Experts in the specific pathways for "Software as a Medical Device" (SaMD) and autonomous surgical robotics approval.

●       Medical Cybersecurity Experts: Protect the system from being hacked. (A hacked autonomous surgeon is a lethal weapon).

●       Human Factors Engineers: Design the interface between the human oversight team and the autonomous robot to prevent "automation bias" (where humans trust the robot too much and stop paying attention).

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