ChatGPT Summaries
Healthcare Investment Shifts in 1H 2025: AI Remains a Bright Spot Amidst Fundraising DeclineHIT Consultant - (Wednesday July 30, 2025) - AI/ Digital Health/ Frequent Updates/ HIT Consultant | |
![]() | Image Credit: Mid-Year Healthcare Investment and Exits ReportWhat You Should Know: – After a strong start to the year, the digital health sector experienced a significant pullback in Q2 2025, with deal volume declining to... In the first half of 2025, healthcare investment faced a notable decline, with digital health funding dropping 21% in Q2, marking the lowest deal volume in five years. Despite this downturn, AI remains a beacon of hope, capturing 69% of digital health funding and producing two new unicorns: Pathos and Nourish. The IPOs of Hinge Health and Omada Health, both exceeding $1B valuations, signal a potential recovery in public markets. As investor focus shifts to mature companies, the landscape emphasizes AI-driven solutions to alleviate administrative burdens.#HealthcareIT #DigitalHealth #AI #InvestmentTrends #HealthTech #Biotech #Innovation As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Bz6NqvvIw9dP9Vb3u32g7yZYsbf0H", "object": "chat.completion", "created": 1753902246, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the first half of 2025, healthcare investment faced a notable decline, with digital health funding dropping 21% in Q2, marking the lowest deal volume in five years. Despite this downturn, AI remains a beacon of hope, capturing 69% of digital health funding and producing two new unicorns: Pathos and Nourish. The IPOs of Hinge Health and Omada Health, both exceeding $1B valuations, signal a potential recovery in public markets. As investor focus shifts to mature companies, the landscape emphasizes AI-driven solutions to alleviate administrative burdens. nn#HealthcareIT #DigitalHealth #AI #InvestmentTrends #HealthTech #Biotech #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1405, "completion_tokens": 136, "total_tokens": 1541, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 1405 |
Readers Write: Innovating the Consumer Experience Beyond the EMR with Open StandardsHIStalk - (Wednesday July 30, 2025) - Daily Reads/ HIStalk | |
![]() | Innovating the Consumer Experience Beyond the EMR with Open StandardsBy Robin Monks Robin Monks is EVP of technology at Praia Health Patients – and potential patients — expect seamless digital experiences. They’re getting... In today’s digital age, patients expect seamless experiences akin to those in retail and banking. Yet, healthcare often lags behind, burdened by fragmented systems and limited data access. During our recent HIStalk webinar, industry leaders highlighted the transformative potential of open standards like OIDC and HL7 FHIR. These frameworks not only streamline patient access but also enhance operational efficiency and reduce costs. By adopting open standards, healthcare organizations can foster patient-centric care, improve engagement, and unlock new business models. The call to action is clear: it’s time to prioritize interoperability and innovation in healthcare. #HealthIT #Interoperability #OpenStandards #PatientExperience #DigitalHealth #HealthcareInnovation #HealthTech As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Bz0lYN9d6hUzn96WOzZJlU6BcXikA", "object": "chat.completion", "created": 1753880652, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In today’s digital age, patients expect seamless experiences akin to those in retail and banking. Yet, healthcare often lags behind, burdened by fragmented systems and limited data access. During our recent HIStalk webinar, industry leaders highlighted the transformative potential of open standards like OIDC and HL7 FHIR. These frameworks not only streamline patient access but also enhance operational efficiency and reduce costs. By adopting open standards, healthcare organizations can foster patient-centric care, improve engagement, and unlock new business models. The call to action is clear: it’s time to prioritize interoperability and innovation in healthcare. #HealthIT #Interoperability #OpenStandards #PatientExperience #DigitalHealth #HealthcareInnovation #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1031, "completion_tokens": 141, "total_tokens": 1172, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 1031 |
UHL and UHN partner with Microsoft to develop AI solutionsDigital Health - (Wednesday July 30, 2025) - AI/ Digital Health/ Frequent Updates | |
![]() | Left to right: Andrew Moore, group chair; Keli Shipley, regional client executive, Microsoft UK; Will Monaghan, group chief digital information officer; Jacob West, managing director, Healthcare and Life Sciences, Microsoft UK; group chief executive... Exciting times ahead for healthcare innovation! University Hospitals of Leicester (UHL) and Northamptonshire (UHN) have partnered with Microsoft to harness AI in transforming clinical care and support services. This collaboration aims to eliminate time spent on tasks that AI can handle, allowing healthcare professionals to focus on patient care. As Richard Mitchell, CEO, emphasizes, the goal is to provide cutting-edge tools for staff while enhancing the patient experience. With initiatives like the AI-powered chest x-ray solution already in action, the future of healthcare looks promising.#HealthcareIT #AIinHealthcare #DigitalTransformation #PatientCare #Innovation #HealthTech #NHS As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Bz25yXgI03ASmtrsibYjcCkN626Xh", "object": "chat.completion", "created": 1753885762, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting times ahead for healthcare innovation! University Hospitals of Leicester (UHL) and Northamptonshire (UHN) have partnered with Microsoft to harness AI in transforming clinical care and support services. This collaboration aims to eliminate time spent on tasks that AI can handle, allowing healthcare professionals to focus on patient care. As Richard Mitchell, CEO, emphasizes, the goal is to provide cutting-edge tools for staff while enhancing the patient experience. With initiatives like the AI-powered chest x-ray solution already in action, the future of healthcare looks promising. nn#HealthcareIT #AIinHealthcare #DigitalTransformation #PatientCare #Innovation #HealthTech #NHS", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 716, "completion_tokens": 128, "total_tokens": 844, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 716 |
Disconnected Systems Are Undermining Hospital Foodservice — and Patient CareHIT Consultant - (Wednesday July 30, 2025) - Frequent Updates/ HIT Consultant | |
![]() | Arun Ahuja, SVP & General Manager, Healthcare & Corporate at Transact + CBORDHospital foodservice might not immediately spring to mind when you think of the patient experience. Yet, for patients, meals are one of... In healthcare, foodservice is often overlooked, yet it plays a vital role in patient experience and care. Disconnected systems in hospital foodservice lead to inefficiencies, risking patient safety and staff morale. Integration of foodservice management systems with EHRs is essential to ensure accurate meal delivery, reduce errors, and enhance operational efficiency. By prioritizing seamless connectivity, hospitals can transform foodservice from a logistical challenge into a critical healthcare asset, improving patient outcomes and staff satisfaction. Embracing this change fosters dignity and safety, reinforcing the importance of foodservice in holistic patient care.#HealthcareIT #PatientCare #Foodservice #Integration #DigitalTransformation #HealthcareInnovation #PatientExperience As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Bz3ZenImZuKxRjhhFY0FCWaC44nhR", "object": "chat.completion", "created": 1753891446, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In healthcare, foodservice is often overlooked, yet it plays a vital role in patient experience and care. Disconnected systems in hospital foodservice lead to inefficiencies, risking patient safety and staff morale. Integration of foodservice management systems with EHRs is essential to ensure accurate meal delivery, reduce errors, and enhance operational efficiency. By prioritizing seamless connectivity, hospitals can transform foodservice from a logistical challenge into a critical healthcare asset, improving patient outcomes and staff satisfaction. Embracing this change fosters dignity and safety, reinforcing the importance of foodservice in holistic patient care. nn#HealthcareIT #PatientCare #Foodservice #Integration #DigitalTransformation #HealthcareInnovation #PatientExperience", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1509, "completion_tokens": 136, "total_tokens": 1645, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 1509 |
MAUI Imaging Secures $14M, Unveils Patented CET Ultrasound for Unseen AnatomyHIT Consultant - (Wednesday July 30, 2025) - Digital Health/ Frequent Updates/ HIT Consultant | |
![]() | What You Should Know: – MAUI Imaging, inventor of patented Computed Echo Tomography (CET) technology that visualizes anatomy other ultrasound technologies cannot secures $14M in a Series D round led by Acertara Acoustic Laboratories and... Exciting advancements in medical imaging! MAUI Imaging has secured $14M in Series D funding to enhance its patented Computed Echo Tomography (CET) technology, which visualizes anatomy previously unseen by traditional ultrasound. This breakthrough, supported by a $4M contract from the U.S. Department of Defense, aims to improve trauma care across military branches. The MAUI K3900, recently FDA cleared, promises to revolutionize diagnostics with its ability to overcome traditional imaging barriers without harmful radiation. As we embrace AI-driven analytics, MAUI's innovation is set to transform patient outcomes in diverse clinical settings. #HealthcareIT #MedicalImaging #Ultrasound #Innovation #CET #AIinHealthcare #PatientCare As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Bz5YLLPzdvj2eV10WWhVhYiMdM0VY", "object": "chat.completion", "created": 1753899053, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in medical imaging! MAUI Imaging has secured $14M in Series D funding to enhance its patented Computed Echo Tomography (CET) technology, which visualizes anatomy previously unseen by traditional ultrasound. This breakthrough, supported by a $4M contract from the U.S. Department of Defense, aims to improve trauma care across military branches. The MAUI K3900, recently FDA cleared, promises to revolutionize diagnostics with its ability to overcome traditional imaging barriers without harmful radiation. As we embrace AI-driven analytics, MAUI's innovation is set to transform patient outcomes in diverse clinical settings. #HealthcareIT #MedicalImaging #Ultrasound #Innovation #CET #AIinHealthcare #PatientCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 857, "completion_tokens": 145, "total_tokens": 1002, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 857 |
Digital Health Unplugged: Mobile technology in healthcareDigital Health - (Wednesday July 30, 2025) - Digital Health/ Frequent Updates | |
![]() | Jordan Sollof Digital Health Unplugged covers all things health technology and NHS IT. Hosted by Digital Health's news reporter Jordan Sollof, the podcast delves into key issues and news stories in the sector. It also... Mobile technology is revolutionizing healthcare, enhancing patient engagement and streamlining operations. In the latest episode of "Digital Health Unplugged," Jordan Sollof explores the transformative impact of mobile health solutions, spotlighting innovations within the NHS and showcasing the contributions of the Digital Health CIO, CCIO, and CNIO Networks. As we navigate this digital landscape, it's crucial to stay informed about the latest trends and success stories shaping the future of healthcare IT.#DigitalHealth #HealthcareIT #MobileHealth #NHS #HealthTech #Innovation #PatientEngagement As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-ByzW2pFZrQYWidrJIEOBFFpEZFHcl", "object": "chat.completion", "created": 1753875846, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Mobile technology is revolutionizing healthcare, enhancing patient engagement and streamlining operations. In the latest episode of "Digital Health Unplugged," Jordan Sollof explores the transformative impact of mobile health solutions, spotlighting innovations within the NHS and showcasing the contributions of the Digital Health CIO, CCIO, and CNIO Networks. As we navigate this digital landscape, it's crucial to stay informed about the latest trends and success stories shaping the future of healthcare IT. nn#DigitalHealth #HealthcareIT #MobileHealth #NHS #HealthTech #Innovation #PatientEngagement", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 215, "completion_tokens": 111, "total_tokens": 326, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 215 |
Electronic Prescription Service for community services set to increase service user choiceDigitalHealth.London - (Wednesday July 30, 2025) - Daily Reads/ DigitalHealth.London | |
![]() | SWL Digital Pioneer Fellow: Louis OvonlenRole: Lead Specialist Pharmacist and Associate Chief Clinical Information OfficerOrganisation: South West London and St George’s Mental Health NHS Trust (SWLStG)Electronic Prescription Service (EPS) for Community Services at SWLStGSummary:... The Electronic Prescription Service (EPS) at South West London and St George’s Mental Health NHS Trust is transforming outpatient prescribing by enabling clinicians to send prescriptions electronically to patients' chosen pharmacies. This shift from paper to digital not only enhances efficiency and safety but also promotes sustainability and reduces costs. Despite funding challenges, the project has garnered strong support from stakeholders and aligns with national priorities for digital healthcare. The SWL Digital Pioneers Fellowship has further empowered this initiative, fostering leadership skills and stakeholder engagement. The future looks promising as EPS integration continues across NHS organizations.#HealthcareIT #DigitalHealth #EHR #NHSInnovation #Telehealth #HealthTech #Sustainability As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Byx1BtkOm46y16SGtb3PLwxJRh5YL", "object": "chat.completion", "created": 1753866245, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The Electronic Prescription Service (EPS) at South West London and St George’s Mental Health NHS Trust is transforming outpatient prescribing by enabling clinicians to send prescriptions electronically to patients' chosen pharmacies. This shift from paper to digital not only enhances efficiency and safety but also promotes sustainability and reduces costs. Despite funding challenges, the project has garnered strong support from stakeholders and aligns with national priorities for digital healthcare. The SWL Digital Pioneers Fellowship has further empowered this initiative, fostering leadership skills and stakeholder engagement. The future looks promising as EPS integration continues across NHS organizations. nn#HealthcareIT #DigitalHealth #EHR #NHSInnovation #Telehealth #HealthTech #Sustainability", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1051, "completion_tokens": 134, "total_tokens": 1185, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 1051 |
Royal College of Ophthalmologists calls for standardised EHRsDigital Health - (Wednesday July 30, 2025) - Digital Health/ Frequent Updates | |
![]() | Professor Ben Burton, college president (Credit: The Royal College of Ophthalmologists)The Royal College of Ophthalmologists is leading a call for the national standardisation of electronic health records (EHRs) to improve access to care,... The Royal College of Ophthalmologists is advocating for the national standardization of electronic health records (EHRs) to enhance patient care in eye services. Current disparities in EHR systems lead to fragmented data and inefficiencies, impacting patient safety and treatment timelines. Collaboration among professionals is crucial for implementing consistent clinical data fields, enabling seamless communication and reducing delays in care. As highlighted by Professor Ben Burton, innovation is essential for improving patient experiences. The call for standardized EHRs aims to support effective referrals and data sharing across all eye care settings.#HealthcareIT #EHR #PatientSafety #Interoperability #EyeCare #HealthTech #DigitalHealth As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Byx6dVmY6YGPFk8cmEtTbYaswjr3B", "object": "chat.completion", "created": 1753866583, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The Royal College of Ophthalmologists is advocating for the national standardization of electronic health records (EHRs) to enhance patient care in eye services. Current disparities in EHR systems lead to fragmented data and inefficiencies, impacting patient safety and treatment timelines. Collaboration among professionals is crucial for implementing consistent clinical data fields, enabling seamless communication and reducing delays in care. As highlighted by Professor Ben Burton, innovation is essential for improving patient experiences. The call for standardized EHRs aims to support effective referrals and data sharing across all eye care settings. nn#HealthcareIT #EHR #PatientSafety #Interoperability #EyeCare #HealthTech #DigitalHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 786, "completion_tokens": 132, "total_tokens": 918, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 786 |
A scoping review of artificial intelligence applications in clinical trial risk assessmentnpj Digital Medicine - (Wednesday July 30, 2025) - AI/ Frequent Updates/ npj Digital Medicine | |
![]() | Artificial intelligence (AI) is increasingly applied to clinical trial risk assessment, aiming to improve safety and efficiency. This scoping review analyzed 142 studies published between 2013 and 2024, focusing on safety (n = 55), efficacy (n = 46),... Artificial intelligence (AI) is revolutionizing clinical trial risk assessment, as highlighted in a recent scoping review analyzing 142 studies. This research emphasizes AI's role in predicting safety, efficacy, and operational risks using diverse techniques, including machine learning and large language models. Despite achieving high performance metrics, challenges like selection bias and data quality persist. The review underscores the potential of AI to enhance risk-based monitoring frameworks, paving the way for more efficient and safer clinical trials. As we advance, addressing these challenges will be crucial for realizing AI's full potential in healthcare.#AIinHealthcare #ClinicalTrials #RiskAssessment #MachineLearning #DigitalMedicine #DrugDevelopment #HealthTech As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Bys5bn7X14DewtYZH5mkOLcs1gsD8", "object": "chat.completion", "created": 1753847299, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Artificial intelligence (AI) is revolutionizing clinical trial risk assessment, as highlighted in a recent scoping review analyzing 142 studies. This research emphasizes AI's role in predicting safety, efficacy, and operational risks using diverse techniques, including machine learning and large language models. Despite achieving high performance metrics, challenges like selection bias and data quality persist. The review underscores the potential of AI to enhance risk-based monitoring frameworks, paving the way for more efficient and safer clinical trials. As we advance, addressing these challenges will be crucial for realizing AI's full potential in healthcare. nn#AIinHealthcare #ClinicalTrials #RiskAssessment #MachineLearning #DigitalMedicine #DrugDevelopment #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 37201, "completion_tokens": 135, "total_tokens": 37336, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 37201 |
Physics-informed machine learning digital twin for reconstructing prostate cancer tumor growth via PSA testsnpj Digital Medicine - (Wednesday July 30, 2025) - AI/ Frequent Updates/ npj Digital Medicine | |
![]() | Existing prostate cancer monitoring methods, reliant on prostate-specific antigen (PSA) measurements in blood tests often fail to detect tumor growth. We develop a computational framework to reconstruct tumor growth from the PSA integrating physics-based... Exciting advancements in prostate cancer monitoring are here! A new physics-informed machine learning framework integrates digital twins with PSA tests to accurately reconstruct tumor growth dynamics. This innovative approach addresses the limitations of traditional PSA measurements, revealing tumor growth even when PSA levels remain stable. By combining patient-specific data and advanced computational modeling, we can enhance personalized monitoring protocols, ultimately improving patient outcomes. This work paves the way for more precise and timely interventions in prostate cancer care.#HealthcareIT #DigitalTwins #MachineLearning #ProstateCancer #PersonalizedMedicine #HealthTech #AIinHealthcare As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-Byn9nfJFJQsVTUnUcdSEI85gtN6iI", "object": "chat.completion", "created": 1753828339, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in prostate cancer monitoring are here! A new physics-informed machine learning framework integrates digital twins with PSA tests to accurately reconstruct tumor growth dynamics. This innovative approach addresses the limitations of traditional PSA measurements, revealing tumor growth even when PSA levels remain stable. By combining patient-specific data and advanced computational modeling, we can enhance personalized monitoring protocols, ultimately improving patient outcomes. This work paves the way for more precise and timely interventions in prostate cancer care. nn#HealthcareIT #DigitalTwins #MachineLearning #ProstateCancer #PersonalizedMedicine #HealthTech #AIinHealthcare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 27665, "completion_tokens": 116, "total_tokens": 27781, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_34a54ae93c" } Prompt Tokens - 27665 |










