从诊室AI到机器人辅助口腔种植手术 - Oral Health Group

从诊室AI到机器人辅助口腔种植手术 - Oral Health Group

2025-10-15Technology
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金姐
各位听众朋友大家好,我是金姐,欢迎收听专为您打造的 Goose Pod。今天是10月15日,星期三,下午13点19分。
雷总hi
Okay,我是雷总hi,今天我们来聊一个很酷的话题:从诊室AI到机器人辅助口腔种植手术。
金姐
哎哟喂,机器人种牙?听着就像科幻电影。雷总hi,你先给我们扫扫盲,这机器人是已经投入使用了,还是只在实验室里待着呢?别是PPT产品吧?
雷总hi
绝对不是!其实,早在2016年,一款叫Yomi的牙科机器人就获得了FDA批准。到2025年4月,它已经成功植入了超过7万颗牙种植体。这不是取代牙医,而是人机协作,是牙医的“最强辅助”。
金姐
超过七万颗?完美!看来这已经不是什么新鲜事了。不过我好奇,这机器人到底是怎么辅助的?它能看见、能思考吗?还是说,它只是一个不会手抖的机械臂?
雷总hi
问到点子上了。它有视觉系统、中央控制系统和操作平台。就像人类用眼睛、大脑和手来做手术一样。机器人能实时追踪患者的微小移动并调整,确保钻孔的角度、深度和轨迹分毫不差。
金姐
原来如此。不过牙科机器人都这么成熟了,那其他外科手术领域,机器人岂不是早就大显身手了?我记得好像听说过一个叫“达芬奇”的家伙。
雷总hi
Okay,金姐你说的没错。机器人手术的鼻祖,就是2000年获得FDA批准的达芬奇手术系统。它彻底改变了普通外科手术,3D高清视野、内置震颤过滤,让微创手术的精准度达到了一个新高度。
金姐
哎哟喂,那可真是个大家伙。我听说它的机械臂比人手还灵活,能在很小的空间里完成各种高难度动作,缝合葡萄皮都不在话下。这简直就是外科医生的“金手指”啊!完美!
雷总hi
是的,达芬奇系统的成功,为后来所有细分领域的机器人手术铺平了道路,包括我们今天聊的牙科机器人。从最早1985年PUMA 560机械臂用于神经外科活检,到今天,机器人已经从一个“幻象”变成了手术室里可靠的现实。
金姐
这么说来,我们现在讨论的技术,根子上已经发展了快四十年了。从一个笨拙的机械臂,进化到能在我们嘴里进行微米级操作的精密仪器,这背后的技术迭代,想想都觉得了不起。
金姐
但话说回来,雷总hi,技术越是精准,我反而越担心。机器人只是执行命令,如果一开始医生制定的手术方案就有点偏差,那机器人不就会“精准地”犯错吗?这可比手抖还可怕。
雷总hi
这是一个非常关键的问题,叫做“精确度与准确性的悖论”。机器人能高度可重复地执行轨迹,但这可能产生一种“虚假的安全感”。所以,医生的经验和术前评估,也就是那个“最初的计划”,永远是核心。机器人只是一个放大器和稳定器。
金姐
我明白了,工具始终是工具,决定手术成败的还是人。那成本呢?这么高大上的设备,引进和使用的费用肯定不菲吧?这会不会最终都转嫁到我们消费者身上?毕竟看牙已经够贵了!
雷总hi
成本确实是目前普及的一个障碍。设备昂贵,体积大,还需要专门的培训和设置时间。但从长远看,通过提高效率、减少并发症和缩短恢复时间,它有机会降低整体治疗成本。技术成熟后,价格自然会降下来。
金姐
好吧,希望如此。那我们聊点实际的,对患者来说,机器人手术到底好在哪?除了精准,是不是也意味着创伤更小、恢复更快?如果能让我少疼一点,那我就觉得值。
雷总hi
当然!这正是机器人手术的一大优势。由于极高的精准度,它可以实现“无翻瓣”手术,也就是说不用切开牙龈,创伤极小。一些研究表明,术后并发症更少,恢复时间也更短。这对患者来说是实实在在的好处。
金姐
不用切开牙龈就能种牙,这个体验感听起来就…完美!特别是对于那些需要做全口种植的复杂病例,能减少医生的疲劳度,保证从第一颗到最后一颗的质量都一样,这简直是患者的福音。
金姐
听你这么一说,我对未来更有想象了。以后会不会是AI医生直接给我做全面分析,然后机器人“全自动”操作,牙医就在旁边喝杯咖啡监督一下?
雷总hi
Okay,这正是努力的方向!下一代AI驱动的手术机器人,能够自动分析CT扫描、个性化设计种植方案,甚至在手术中进行自适应决策。但即便如此,医生的监督和最终判断,仍然是不可或缺的。
金姐
好,今天的讨论就到这里。感谢老王收听Goose Pod,我们明天再见。
雷总hi
明天见!

## Robot-Assisted Dental Implant Surgery: A Comprehensive Overview This report from **Oral Health Group**, published on **October 10, 2025**, explores the burgeoning field of robot-assisted dental implant surgery, highlighting its evolution, capabilities, limitations, and future potential. The article, authored by Charlotte Fritz, a Master of Applied Science Candidate at the University of Toronto, details how artificial intelligence and robotics are transforming dental workflows, moving beyond administrative tasks to direct surgical intervention. ### Key Findings and Conclusions: * **Robotic assistance in dentistry is rapidly advancing**, with the potential to become mainstream for dental implant procedures. * **The Yomi Dental Robot**, developed by Neocis, is a significant development, being the first FDA-approved robotic guidance system for dental implant placement. * **By April 2025, over 70,000 dental implants had been placed using the Yomi robot**, indicating growing adoption. * Robotic systems offer **enhanced accuracy, consistency, and safety** in implant placement compared to traditional methods. * While robots excel at implant placement, they currently **struggle with auxiliary procedures** such as suturing, soft tissue management, and complex anatomical decision-making. * The **workflow for robot-assisted implant surgery involves detailed preoperative planning, patient and robot setup, robot-guided site preparation, implant placement, and postoperative verification.** * This advanced workflow can **enable immediate loading** of prosthetic restorations following implant insertion. * **Human-robot interaction is crucial**, with active and semi-active systems demonstrating higher accuracy and consistency than passive systems. * **Limitations include the risk of false confidence if initial planning is flawed, potential adverse events due to user error, and limited clinical data for long-term outcomes.** * The **high cost and physical size of robotic systems** may present barriers to widespread adoption. * The **future promises AI-powered surgical robots** with enhanced anatomical analysis, personalized treatment planning, intelligent control, and adaptive decision-making. ### Key Statistics and Metrics: * **July 2000:** Launch of the da Vinci Surgical System, proving the efficacy of robotic-assisted surgery. * **Sixteen years after da Vinci's launch (around 2016):** The Yomi Dental Robot became the first FDA-approved robotic guidance system for dental implant placement. * **April 2025:** More than **70,000 dental implants** had been placed using the Yomi robot. * **Single-tooth implant placements:** Approximately **20–25 minutes** using robotic assistance. * **Full-arch reconstructions:** Approximately **47–70 minutes** using semi-active robots. * **FDA Clinical Study:** Involved **44 implants** in **15 patients**, primarily conducted by general dentists in controlled environments. ### Types of Dental Implant Robots: Dental implant robots are classified based on their level of human-robot interaction: * **Active Robots:** Fully autonomous. The robot performs all steps, with the operator mainly monitoring and swapping drills. * *Example:* Yekebot * **Semi-Active Robots:** Partially autonomous. The robot handles site preparation and implant placement, but the operator guides its entry and exit. * *Example:* Remebot * **Passive Robots:** Controlled by the Surgeon. The robot provides mechanical guidance, but the surgeon performs all surgical steps. * *Example:* Yomi ### What is a Haptic Robot? A haptic robot is equipped with sensors and actuators that allow it to **provide and receive tactile (touch) and force feedback**. All three types of dental robots discussed are haptic robots. ### How Robots Differ from Static Guides or Dynamic Navigation: * **Static Guides:** Inexpensive, provide mechanical guidance. * **Dynamic Navigation:** Allows calibration of CT scans with 3D images on a screen for improved planning. * **Robots:** Offer responsive assistance during execution, including haptic feedback and compensation for patient movement, going beyond just planning. ### What Robots Can Do in 2025: * Excel at **implant placement with a flapless approach**. * Struggle with **suturing, soft tissue management, complex anatomical decision-making, and auxiliary surgeries** like GBR and sinus lifts. ### Promises of Robotic Assistance: * **Accuracy:** More accurate than freehand, guides, or dynamic navigation, with greater stability in drill orientation and compensation for patient motion. * **Consistency:** Standardizes surgical movements, reducing variability and cognitive demands on the surgeon. * **Safety:** Controls drill depth, angle, and trajectory, minimizes soft tissue trauma, and includes integrated sensors and safety stops. * **Efficiency:** Easier cost forecasting, avoidance of postponed procedures, facilitation of complex cases, and elimination of the need for plastic drill guides. ### Workflow of Robot-Assisted Implant Surgery: 1. **Preoperative Planning:** Acquire CBCT and intraoral scans, plan implant position, angulation, and depth. 2. **Patient and Robot Setup:** Position patient, attach tracking markers, register anatomy with the digital plan, and calibrate the robotic arm. 3. **Robot-Guided Site Preparation:** Robot locks in the desired implant placement axis, and drills the osteotomy along the pre-planned trajectory, compensating for patient movement. 4. **Implant Placement:** Robot places the implant to the programmed depth and angle, with surgeon supervision and the ability to override. 5. **Postoperative Verification:** Remove equipment, acquire radiographic imaging to confirm position, and compare planned vs. achieved outcomes. ### Clinical Benefits & Findings: * **Greater Flexibility:** Enhanced access, visibility, irrigation, and real-time plan modifications. * **Human-Robot Interaction Matters:** Active and semi-active systems show high accuracy across operators; passive systems have greater variability. * **Limits in Auxiliary Procedures:** Robots are not capable of grafting, sinus lifts, flap reflection, or suturing. * **Higher Implant Placement Accuracy:** Significantly improves accuracy compared to freehand techniques, especially for fully and partially edentulous cases. * **Comparable Surgical Time:** Robotic procedures generally require similar operative time to freehand methods. ### Limitations & Considerations: * **Accuracy vs. Precision:** Precision is validated, but accuracy (achieving the "ideal" restorative-driven position) is not guaranteed, especially in complex cases. * **Risk of False Confidence:** The robot precisely replicates the surgeon's chosen trajectory, which can be problematic if the initial assessment is flawed. * **Potential Adverse Events:** User error can lead to adverse events, highlighting the importance of surgeon skill and vigilance. * **Differences in Bone Density:** Can lead to robotic arm movement and deviations. * **Limited Clinical Data:** More high-quality clinical trials are needed to validate safety and long-term efficacy. * **Contraindications:** Not suitable for cases with questionable bone volume or proximity to vital structures. * **Cost and Practicality:** High cost, large size, and setup time can limit adoption. * **Patient Acceptance:** Motivation for robotic therapy decreases as procedure invasiveness increases. ### The Future: Next-generation AI-powered surgical robots are expected to: * **Enhance anatomical analysis** and identify optimal implant sites. * Enable **personalized treatment planning**. * Improve **outcome verification** and track accuracy. * Provide **intelligent robotic control** with adaptive decision-making. * Integrate with **smart learning systems** for continuous performance improvement, potentially leading to semi-autonomous or fully autonomous implant placement. Despite these advancements, **clinicians must continue to provide oversight**, with ethical considerations, patient safety, and surgeon judgment remaining paramount.

From AI in the office to robot-assisted dental implant surgery - Oral Health Group

Read original at Oral Health Group

iStock ChatGPT has transformed your admin workflows and treatment notes. Now, meet the robots entering your operatory.1 1. The rise of surgical robotics When the da Vinci Surgical System launched in July 2000, it proved to general surgeons that robotic-assisted surgery, offering high-definition 3D views and built-in tremor-filtration technology, could be effectively applied to a wide range of procedures, including for cardiovascular, colorectal and general surgery.

2 Because the robot’s instruments are able to fit through small incisions, robot surgery is less invasive than open surgery, and in many cases results in fewer post-op side effects and shorter recovery times for patients.3 Sixteen years later, the Yomi Dental Robot—developed by start-up Neocis—became the first robotic guidance system approved by the FDA for dental implant placement.

4 By April 2025, Neocis reported that more than 70 000 dental implants had been placed using the robot.5 While robotic assistance in dentistry is still far from ubiquitous, it seems that the once dystopian notion of it being mainstream for robots to perform dental implant surgical procedures is no longer a matter of if, but when.

2. What exactly is a dental implant robot? Not unlike how a dentist uses their hands, eyes, and brain to perform surgery, today’s dental implant robots use a robotic operation platform to manipulate instruments, a vision system for spatial awareness, and a central control system to interface the two, continually adjusting the instrument based on the spatial updates received.

6 Dental implant robots are classified based on the level of human-robot interaction involved with operation7: Active Robots6,7 – Fully autonomous The robot enters/exits the mouth, prepares the implant site, and places the implant. The operator mainly monitors and swaps drills. Example: Yekebot7 Semi-Active Robots6,7 – Partially autonomous The robot handles site preparation and implant placement, but the operator guides its entry and exit into the mouth.

Example: Remebot7 Passive Robots6,7 – Controlled by Surgeon The robot provides mechanical guidance, but the surgeon handles entry/exit, site preparation, and implant placement. Example: Yomi7,8 What is a haptic robot? A haptic robot is equipped with sensors and actuators that enable it to provide and receive tactile (touch) and force feedback.

8,9 All three types of dental robots presented above are haptic robots. How is a robot different from a static guide or dynamic navigation? Both static guides and the increasing popularity of dynamic navigation speak to a larger shift in the industry towards solutions that offer greater precision and control.

Static guides are inexpensive; dynamic navigation allows the implant surgeon to calibrate a patient’s CT scan in alignment with a 3D image on a navigation screen.10 Both technologies improve the planning of dental implant surgery, but a robot can also provide responsive assistance during execution through providing haptic feedback, including in response to patient movement.

7 What can robots do in 2025? Current robots excel at implant placement with a flapless approach, but struggle with suturing, soft tissue management, complex anatomical decision-making and auxiliary surgeries such as GBR and sinus lifts.6 3. What robotic assistance promises Accuracy More accurate than freehand, guides, or dynamic navigation.

5 Provide greater stability in maintaining drill orientation via the robotic arm (prevent slipping off a ridge of bone or into an extraction socket or soft bone).11,12 Able to compensate for intraoperative patient motion via visual feedback and live imaging, improving surgical awareness and precision.

7,13 Consistency Standardizes surgical movements via system calibration and registration, reducing variability between procedures and among different clinicians.14 Reduces physical and cognitive demands on the surgeon, helping to maintain procedural quality.6,14 Safety Controls drill depth, angle, and trajectory to avoid critical anatomical structures.

Minimizes back and neck pain for the clinician.14,15 Reduces soft tissue trauma and postop complications by increasing implant placement precision; do not have to open the gums to surgically place the robot.8 Halts drilling if deviations from the plan are detected; system is integrated with sensors and safety stops.

11 Efficiency (i.e. operation and preparation time) Easier to forecast costs and avoid postponed procedures.11,16 Facilitates complex cases (full-arch cases) by lowering fatigue and enabling parallelism.11,17 Eliminates need for plastic drill guides, which can block irrigation from or visibility of the surgical site.

18 4. Workflow of robot-assisted implant surgery The following is a general overview of the workflow associated with today’s dental implant robots: Step 1: Preoperative planning Acquire CBCT (Cone Beam Computed Tomography) and intraoral scans on the day of surgery to generate a 3D map of the patient’s anatomy.

5,20 Plan implant position, angulation, and depth within the robotic software.5,19,20 Consider prosthetic design, bone density, and proximity to anatomical structures (sinus, nerve canals).5,19,20 Step 2: Patient and robot setup Position the patient and attach tracking markers (intra-oral splint, screws) for registration.

5,19,20 Register the patient’s anatomy with the digital plan to align the robot.19 Calibrate the robotic arm and confirm all surgical tools are functional by correctly locating the patient’s structures by touching a preselected landmark with the robot’s end effector (instrument).20 Step 3: Robot-guided site preparation Operator advances end effector close to the surgical site and robot will lock in the desired implant placement axis, and will only allow vertical movement by the surgeon.

20 Robot drills the osteotomy along the pre-planned trajectory.19,20 Real-time tracking compensates for patient movements during surgery.5 Step 4: Implant placement Robot places the implant to the pre-programmed depth and angle.5,19 The surgeon supervises and can override the robot if needed; throughout the procedure, the surgeon has control of the progress of the drill in the axis of the osteotomy.

20 Shared control ensures precision while maintaining clinical judgment.5,19,20 Step 5: Postoperative verification Remove robotic equipment and trackers after placement.5,20 Acquire postoperative radiographic imaging to confirm implant position.5,20 Compare planned versus achieved outcomes; document deviations for accuracy assessment.

5,19,20 Can workflow precision enable immediate loading? One study demonstrated that the implementation of this workflow achieves a level of precision in implant placement that permits the prosthetic restoration to be fabricated in advance of surgery, thereby facilitating immediate loading following implant insertion.

20 5. Clinical benefits & findings Greater flexibility Robotic workflows enhance access, visibility, and irrigation, especially in anatomically challenging or posterior regions.6,9 They also permit intraoperative plan modifications, giving clinicians the ability to adjust trajectory or angulation in real-time without discarding physical guides.

6,9 Human–robot interaction matters Implant precision is not only a function of the robot, but also of the mode of collaboration between surgeon and machine. Active and semi-active systems consistently maintain high accuracy across operators and procedures.6 By contrast, passive robotic systems show greater variability, with accuracy more dependent on surgeon skill and consistency.

6 Limits in auxiliary procedures Robotic systems demonstrate strong precision in osteotomy and implant insertion.7 They are not capable of performing grafting, sinus lifts, flap reflection, or suturing.7 These auxiliary procedures require delicate soft tissue handling and intraoperative adaptability that remain beyond current robotic capability.

7 Higher implant placement accuracy Robot-assisted implant placement significantly improves implant accuracy compared to freehand techniques, including cases requiring bone grafting for narrow alveolar crests.12,14 Fully and partially edentulous cases are identified as prime candidates for robot assisted surgery.

20 Comparable surgical time Robot-assisted procedures generally require similar operative time compared to freehand. Reported times: Single-tooth placements: ~20–25 minutes. Full-arch reconstructions: ~47–70 minutes (using semi-active robots). Thus, the precision benefits of robotics do not appear to significantly extend chairside duration.

7 Taken together, these findings suggest that robotic surgery can successfully support immediately loaded implants, and allow precise, minimally invasive, and patient-specific procedures.19 However, more clinical trials are needed to confirm efficacy and long-term outcomes.7 6. Limitations & considerations Accuracy versus Precision Precision is validated, but accuracy is not guaranteed.

11 This means the system may not achieve the “ideal” restorative-driven implant position, especially in complex cases.11 Risk of false confidence The robotic arm maintains the surgeon-defined trajectory with high repeatability, which may create a false sense of accuracy.11 If the starting trajectory is poorly chosen (due to limited anatomical assessment), the robot will precisely replicate an imprecise plan.

11 Potential adverse events Adverse events have been reported (implant displaced into the sinus during hand-torquing).11 Root cause was found to be user error, but highlights the importance of surgeon skill and vigilance even when using robotic assistance.11 Differences in buccal and palatal bone density have led to robotic arm movement and greater apical deviations in fresh extraction sites.

7 Limited clinical data FDA clinical study: only 44 implants in 15 patients.11 Conducted mainly by general dentists in controlled environments.11 Long-term outcomes (osseointegration, prosthetic complications, biomechanical implications of angular deviation) are still not fully studied.11 Many studies are in vitro or on simple cases; more high-quality clinical trials are needed to validate safety and long-term efficacy.

6 Contraindications Not suitable where bone volume or proximity to vital structures is questionable.11 Cost and practicality High cost, large physical size, and setup time may limit adoption; efficiency gains depend on operator experience.20 Patient acceptance Motivation for robotic therapy decreases for all patients as procedure invasiveness increases.

21 7. The future Next-generation AI-powered surgical robots promise to transform dental implantology by combining advanced computational intelligence with robotic precision.22 Potential capabilities include: Enhanced anatomical analysis: Automatically analyze CBCT scans to identify optimal implant sites, assess bone density, and highlight critical structures.

23 Personalized treatment planning: Design implant plans tailored to each patient’s anatomy and prosthetic requirements.23 Outcome verification: Compare preoperative and postoperative scans to track accuracy, deviations, and long-term results.24 Intelligent robotic control: Dynamically adjust movements during surgery to maintain precision, compensate for unforeseen conditions, and reduce human error.

7 Adaptive decision-making: Respond in real time to intraoperative changes, enhancing safety and procedural efficiency.7 Integration with smart learning systems: Leverage accumulated procedural data to continuously improve performance, potentially enabling semi-autonomous or fully autonomous implant placement in the future.

7 While these advances hold promise for unprecedented precision and efficiency, clinicians must continue to provide oversight. Ethical considerations, patient safety, and the surgeon’s judgment remain paramount as autonomous capabilities evolve. Oral Health welcomes this original article. AI Disclosure: Initial brainstorming, assisting in the understanding of high-concept ideas, and portions of text refinement were supported by OpenAI’s GPT-5 language model.

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https://aicompetence.org/ai-in-dentistry-the-rise-of-robot-dentists/ L. M. Nassani, K. Javed, R. S. Amer, M. H. J. Pun, A. Z. Abdelkarim, and G. V. O. Fernandes, “Technology Readiness Level of Robotic Technology and Artificial Intelligence in Dentistry: A Comprehensive Review,” Surgeries, vol. 5, no.

2, pp. 273–287, 2024, doi: 10.3390/surgeries5020025. About the author Charlotte Fritz is a current Master of Applied Science (MASc) Candidate at the University of Toronto. She previously completed her Bachelor of Applied Science (BASc) in Computer Engineering. Her passion lies in leveraging engineering design to enhance cybersecurity in critical sectors, including healthcare, financial services, and industrial systems.

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