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Could AI improve healthcare? | Lara Lewington | TEDxVezins
TEDx Talks· 2025-11-10 17:37
AI在医疗健康领域的应用 - AI与前沿科学和医生合作,推动医疗健康领域发展[2] - AI能够分析生活方式、活动、睡眠、空气质量和疾病发生等数据,从而更好地预测癌症、心脏病和2型糖尿病等疾病[6] - AI可以辅助医生进行扫描,帮助发现肿瘤,并协助医生记录,从而实现更人性化的互动[6][7] - AI可以通过面部微表情和视线模式来量化抑郁症,目前正在英国国民健康服务体系中针对产后妇女进行试验[7] - AI驱动的药物发现和个性化治疗正在兴起,这意味着能够更有效地靶向肿瘤,同时减少对患者的伤害[10][11] 癌症诊断与治疗 - 行业专家认为,AI将在癌症的诊断和治疗方面带来最大的变革,因为癌症存在诸多变量,如肿瘤的遗传学、位置、阶段、患者的遗传学,甚至微生物组[8] - 血液检测将越来越多地用于筛查多种癌症,更有针对性的筛查活动将更早地发现更多癌症,从而可以更好地治疗[9] 数据的重要性 - 数据是AI的燃料,需要高质量、适用且统一[14] - 基因组测序的成本已大幅降低,但关键在于如何利用这些数据[14][15] - Genomics England正在对10万名有患罕见疾病风险的婴儿进行基因组测序,及早发现可以避免失明等情况[16] 可穿戴设备与健康 - 可穿戴设备可以收集大量关于个人的数据,帮助人们了解自身健康状况的基线[17][18] - 可穿戴设备虽然不是医疗设备,但可以帮助人们发现身体模式的变化,从而及早发现健康问题,例如心脏病甚至癌症[19] - 睡眠模式的改变可能在痴呆症症状出现前20到30年就已发生,因此,如果能够识别这些数据中的模式,就有机会采取行动[20] 医疗的最终目标 - 医疗的目标不仅是延长寿命,还要提高生活质量,保持身心健康[24] - AI有潜力将医疗体系从“疾病护理”转变为“健康护理”,并为所有人提供服务[24]
Listening Beyond Symptoms | Dr. Samatha Tulla | TEDxVCE
TEDx Talks· 2025-10-13 15:49
Healthcare Industry Challenges - The current healthcare system often prioritizes efficiency over human connection, leading to patients feeling unseen during consultations, with an average consultation time of approximately 7 minutes [1][2] - Traditional medicine relies on averages, neglecting the unique biological, genomic, lifestyle, and environmental factors of each individual [12][13] Personalized Medicine & Technology - PMX Health utilizes technology to collect and interpret patient health data, identify early risk markers, and provide doctors with a more complete understanding of the patient's story before the consultation begins [6] - Personalized medicine focuses on individual data, health goals, and stories to design customized treatment plans, moving away from a one-size-fits-all approach [13] - Technology can facilitate a healthcare system that benefits both patients and doctors, enabling doctors to practice medicine with a focus on what matters most: patient care and understanding [15][16] Patient Outcomes & Benefits - Personalized medicine leads to improved patient outcomes, including lifestyle and nutrition plans tailored to individual needs, better management of chronic conditions, and early identification of potential health risks [8][9][11] - Patients feel more understood and in control of their health when healthcare is personalized, leading to increased confidence and improved healing [7][10][14][17]
MCK Stock Gains as PRISM Acquisition Adds High-Growth Business
ZACKS· 2025-04-03 20:00
Core Viewpoint - McKesson Corporation has completed the acquisition of PRISM Vision Holdings for approximately $850 million, enhancing its presence in the ophthalmology and retinal management sector, which aligns with its strategy to expand specialty healthcare services beyond oncology [1] Expansion of Clinical and Distribution Capabilities - The acquisition enhances McKesson's clinical services and distribution offerings by integrating PRISM's established network, allowing for advanced retinal and ophthalmology management solutions [4] - This integration aims to create a differentiated platform for ophthalmology, reinforcing McKesson's leadership in community-based healthcare solutions [4] Strengthening Data, Analytics, and Research - The deal supports McKesson's long-term goal of expanding its data and analytics capabilities, enabling the optimization of patient outcomes and improvement in clinical research methodologies [5] - Increased investment in innovative clinical research is also facilitated, solidifying McKesson's role in advancing specialty care [6] Deepening Biopharma Partnerships - The acquisition allows McKesson to deepen its relationships with biopharma partners in the ophthalmology space, leveraging PRISM's established reputation to enhance research, distribution, and specialty care capabilities [7] Financial Impact and Growth Projections - The acquisition is expected to be accretive to McKesson's earnings, with PRISM projected to contribute 20-30 cents to adjusted earnings per share in the first 12 months, growing to 65-75 cents per share by the end of the third year [8]
Health Catalyst(HCAT) - 2024 Q4 - Earnings Call Transcript
2025-02-27 04:23
Financial Data and Key Metrics Changes - Total revenue for full year 2024 was $307 million, representing a 4% year-over-year growth, while adjusted EBITDA was $26 million, reflecting a 137% increase year-over-year [17][56] - For Q4 2024, total revenue was $80 million, a 6% increase year-over-year, and adjusted EBITDA was $8 million, above the midpoint of guidance [56][61] - Technology revenue for full year 2024 was $195 million, with Q4 2024 revenue at $52 million, marking a 10% growth year-over-year for the quarter [17][56] Business Line Data and Key Metrics Changes - Technology segment revenue for full year 2024 grew by 4% year-over-year, while professional services revenue was $112 million, representing a 3% increase year-over-year [56][58] - Adjusted gross margin for the Technology segment in Q4 2024 was 65%, a decrease of approximately 200 basis points year-over-year, primarily due to initial deployment costs [58][59] - Professional services segment adjusted gross margin for Q4 2024 was 13%, an increase of approximately 170 basis points year-over-year [59] Market Data and Key Metrics Changes - Health system operating margins are stabilizing and approaching pre-pandemic levels, which is expected to positively impact client adoption of the company's applications [33] - The company anticipates approximately 40 net new platform client additions in 2025, with an average range of $300,000 to $700,000 ARR plus nonrecurring revenue [35][39] Company Strategy and Development Direction - The company is focusing on profitable growth, with an emphasis on technology revenue, which is expected to grow approximately 13% year-over-year in 2025 [69] - The company plans to exit unprofitable ambulatory operations TEMS pilots by mid-2025 to prioritize profitable growth [37][69] - The modular and flexible Ignite platform is expected to drive cross-selling opportunities and improve client retention [78][121] Management's Comments on Operating Environment and Future Outlook - Management expressed optimism regarding the operating environment, noting improvements in health system operating margins and the potential for increased client adoption of applications [33][78] - The company expects to see improvements in bookings metrics compared to 2024, driven by the strengthening end market and continued momentum from Ignite [34][39] - Management anticipates that dollar-based retention rate will be approximately 103% under the updated definition for 2025 [36][88] Other Important Information - The company ended Q4 2024 with $392 million in cash and cash equivalents, compared to $387 million in Q3 2024 [63] - The company has made several leadership updates, including the appointment of Dr. Jill Hoggard Green to the Board of Directors [47][50] Q&A Session Summary Question: What is driving the acceleration in platform bookings in 2025? - Management highlighted improvements in the end market, the modularity and lower price point of Ignite compared to DOS, and the ability to cross-sell to existing app clients as key factors driving the expected increase in platform bookings [76][78] Question: Can you discuss the differences in the new Ignite platform versus DOS regarding annual escalators? - Management noted that Ignite contracts typically have more modest annual escalators in the low to mid-single-digit range, making them easier for clients to digest [82][84] Question: How do you control the pace of migrations to Ignite? - Management is working closely with clients to manage the migration pace responsibly, aiming to complete the majority of migrations by mid-2026 [90][92] Question: What is the visibility into growth in technology revenue after Q1? - Management indicated good visibility into technology revenue growth, estimating approximately 10% year-over-year growth for Q1 2025 [130]