ChatGPT Summaries
Urgent Alert: US Respiratory Infections Surge DramaticallyDistilINFO Hospital IT - (Wednesday January 8, 2025) - Daily Reads/ DistilINFO Hospital IT | |
![]() | Current National Health Crisis The CDC’s January 2024 update indicates widespread respiratory infections across the United States, based on emergency department diagnosis patterns and wastewater analysis. State-by-State Impact Analysis Eleven states, including Arizona, Florida, and... 🚨 The CDC's January 2024 update reveals a dramatic surge in respiratory infections across the U.S., with emergency department visits for COVID-19, influenza, and RSV on the rise. Eleven states, including Arizona and Texas, report alarming illness levels, while wastewater analysis indicates high viral activity in sixteen states. Understanding these trends is crucial for healthcare providers and communities to prepare for potential surges. As we navigate this health crisis, staying informed and proactive is essential.#HealthcareIT #PublicHealth #RespiratoryInfections #CDC #InfectionControl #DataAnalytics #HealthCrisis 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-AnN9NY48rrLlvMHluMRVNlfWlrL1Z", "object": "chat.completion", "created": 1736330425, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "🚨 The CDC's January 2024 update reveals a dramatic surge in respiratory infections across the U.S., with emergency department visits for COVID-19, influenza, and RSV on the rise. Eleven states, including Arizona and Texas, report alarming illness levels, while wastewater analysis indicates high viral activity in sixteen states. Understanding these trends is crucial for healthcare providers and communities to prepare for potential surges. As we navigate this health crisis, staying informed and proactive is essential. nn#HealthcareIT #PublicHealth #RespiratoryInfections #CDC #InfectionControl #DataAnalytics #HealthCrisis", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 412, "completion_tokens": 121, "total_tokens": 533, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 412 |
AI tool to help identify atrial fibrillation risk trialled in LeedsDigital Health - (Wednesday January 8, 2025) - AI/ Digital Health/ Frequent Updates | |
![]() | Leeds Teaching Hospitals NHS Trust is trialling an AI tool which helps identify people at risk of developing atrial fibrillation (AF), a condition that makes them five times more likely to have a potentially... Exciting advancements in healthcare technology are underway! Leeds Teaching Hospitals NHS Trust is trialling an innovative AI tool, FIND-AF, designed to identify individuals at risk of atrial fibrillation (AF) before it leads to devastating strokes. By analyzing GP records, this machine learning algorithm flags potential AF cases, enabling timely at-home testing with handheld ECG devices. With nearly 2,000 participants, the trial aims to enhance early detection and treatment, supporting a shift from illness treatment to prevention. This initiative underscores the importance of technology in improving patient outcomes and reducing healthcare costs.#HealthcareIT #AtrialFibrillation #AIinHealthcare #DigitalHealth #PreventiveCare #HealthTech #Cardiology 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-AnNtmriUXnikZmv5NcE9UUMBiYsRt", "object": "chat.completion", "created": 1736333302, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in healthcare technology are underway! Leeds Teaching Hospitals NHS Trust is trialling an innovative AI tool, FIND-AF, designed to identify individuals at risk of atrial fibrillation (AF) before it leads to devastating strokes. By analyzing GP records, this machine learning algorithm flags potential AF cases, enabling timely at-home testing with handheld ECG devices. With nearly 2,000 participants, the trial aims to enhance early detection and treatment, supporting a shift from illness treatment to prevention. This initiative underscores the importance of technology in improving patient outcomes and reducing healthcare costs. nn#HealthcareIT #AtrialFibrillation #AIinHealthcare #DigitalHealth #PreventiveCare #HealthTech #Cardiology", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 713, "completion_tokens": 142, "total_tokens": 855, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 713 |
Breakthrough RFID System Transforms Hospital PharmacyDistilINFO Hospital IT - (Wednesday January 8, 2025) - Daily Reads/ DistilINFO Hospital IT | |
![]() | How Texas Children’s Hospital Revolutionized Medication Management The $40 Million Challenge Texas Children’s Hospital, Houston’s premier pediatric health system, faced a staggering challenge with their $440 million annual medication budget. Their pharmacy team uncovered an alarming... Texas Children’s Hospital tackled a $40 million loss in medication management by implementing an innovative RFID system. By analyzing inventory workflows, the pharmacy team identified inefficiencies and vulnerabilities in tracking high-value specialty drugs. The new two-step process—scanning for validated labels and applying RFID tags—streamlined operations, providing real-time inventory visibility and staff accountability. Early results show significant savings and reduced staff workload, with plans to expand to controlled substances. This breakthrough not only enhances financial efficiency but also strengthens security in medication management.#HealthcareIT #RFID #MedicationManagement #PharmacyInnovation #HealthTech #PatientSafety #DigitalTransformation 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-AnN91Kb1pkMGUCkguA42oIr1c0ZNa", "object": "chat.completion", "created": 1736330403, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Texas Children’s Hospital tackled a $40 million loss in medication management by implementing an innovative RFID system. By analyzing inventory workflows, the pharmacy team identified inefficiencies and vulnerabilities in tracking high-value specialty drugs. The new two-step process—scanning for validated labels and applying RFID tags—streamlined operations, providing real-time inventory visibility and staff accountability. Early results show significant savings and reduced staff workload, with plans to expand to controlled substances. This breakthrough not only enhances financial efficiency but also strengthens security in medication management. nn#HealthcareIT #RFID #MedicationManagement #PharmacyInnovation #HealthTech #PatientSafety #DigitalTransformation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 509, "completion_tokens": 126, "total_tokens": 635, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 509 |
Revolutionary CyberKnife Breakthrough Transforms Brain TreatmentDistilINFO Hospital IT - (Wednesday January 8, 2025) - Daily Reads/ DistilINFO Hospital IT | |
![]() | Groundbreaking Study Results An international multicenter analysis has revealed remarkable outcomes for patients receiving CyberKnife radiosurgery (SRS) and fractionated stereotactic radiotherapy (FSRT) for brainstem metastases. The study, published in the International Journal of Cancer, demonstrates... Exciting advancements in brain tumor treatment are here! A groundbreaking study reveals that CyberKnife radiosurgery (SRS) and fractionated stereotactic radiotherapy (FSRT) deliver impressive long-term benefits for brainstem metastases. With sub-millimeter accuracy and minimal side effects, this revolutionary approach offers hope for patients where traditional surgery isn't an option. Analyzing 136 patients, the study reported local control rates of 82.9% at one year, demonstrating the technology's effectiveness. As we embrace innovation in healthcare, CyberKnife is poised to redefine treatment paradigms for brain tumors.#HealthcareIT #CyberKnife #RadiationOncology #BrainTumors #PatientCare #InnovationInHealthcare #MedicalTechnology 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-AnPdwXudQLAbviEzRcHZgcAaJKc35", "object": "chat.completion", "created": 1736340008, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in brain tumor treatment are here! A groundbreaking study reveals that CyberKnife radiosurgery (SRS) and fractionated stereotactic radiotherapy (FSRT) deliver impressive long-term benefits for brainstem metastases. With sub-millimeter accuracy and minimal side effects, this revolutionary approach offers hope for patients where traditional surgery isn't an option. Analyzing 136 patients, the study reported local control rates of 82.9% at one year, demonstrating the technology's effectiveness. As we embrace innovation in healthcare, CyberKnife is poised to redefine treatment paradigms for brain tumors. nn#HealthcareIT #CyberKnife #RadiationOncology #BrainTumors #PatientCare #InnovationInHealthcare #MedicalTechnology", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 458, "completion_tokens": 147, "total_tokens": 605, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 458 |
Avoid These 6 Healthcare Survey Mistakes in 2025HIT Consultant - (Wednesday January 8, 2025) - Frequent Updates/ HIT Consultant | |
![]() | Adam Berinsky, Mitsui Professor of Political Science, Director of the MIT Political Experiments Research Lab (PERL)When professionals from fields like healthcare talk to me about polling at MIT, they often assume that designing patient surveys will... Surveys in healthcare can be deceptively complex. To enhance data accuracy and improve patient care, avoid these six common pitfalls:1. Ignoring respondent psychology. 2. Assuming perfect memory. 3. Writing ambiguous questions. 4. Failing to get specific. 5. Oversimplifying satisfaction rates. 6. Neglecting sample quality.Effective surveys yield valuable insights, but only if designed thoughtfully. By addressing these mistakes, healthcare organizations can better capture patient voices and drive meaningful improvements in care delivery.#HealthcareIT #PatientExperience #DataAnalytics #SurveyDesign #HealthcareQuality #PatientSatisfaction #HealthcareInnovation 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-AnJiTS2stBAwJieFIIPWsp3Bi0k0b", "object": "chat.completion", "created": 1736317225, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Surveys in healthcare can be deceptively complex. To enhance data accuracy and improve patient care, avoid these six common pitfalls: nn1. Ignoring respondent psychology.n2. Assuming perfect memory.n3. Writing ambiguous questions.n4. Failing to get specific.n5. Oversimplifying satisfaction rates.n6. Neglecting sample quality.nnEffective surveys yield valuable insights, but only if designed thoughtfully. By addressing these mistakes, healthcare organizations can better capture patient voices and drive meaningful improvements in care delivery. nn#HealthcareIT #PatientExperience #DataAnalytics #SurveyDesign #HealthcareQuality #PatientSatisfaction #HealthcareInnovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1352, "completion_tokens": 125, "total_tokens": 1477, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 1352 |
6 Ways Integrated Platforms are Revolutionizing Provider Data for PayorsHIT Consultant - (Wednesday January 8, 2025) - Frequent Updates/ HIT Consultant | |
![]() | Neeraj K. Sharma, President & CEO at SantechDavid Van Houtte, Chief Growth Officer at SantechFor decades, health insurance payors have relied on outdated legacy workflows, antiquated provider data management systems, manual data entry and internal departmental... Integrated platforms are transforming provider data management for payors, addressing long-standing inefficiencies and inaccuracies. Legacy systems have led to costly errors, with 81% of payor directories containing inaccuracies, costing the industry $3 billion annually. By automating onboarding, credentialing, and contracting processes, integrated platforms like Santéch’s I-Network streamline operations, reduce administrative burdens, and enhance patient satisfaction. These solutions ensure accurate provider information, improving compliance and patient care while minimizing disruptions. As the healthcare landscape evolves, embracing integrated technology is essential for optimizing provider data management.#HealthcareIT #ProviderDataManagement #DigitalTransformation #HealthTech #PatientCare #DataAccuracy #HealthcareInnovation 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-AnJi7TdaN1KWcTzE6WdLhNLOuNDoC", "object": "chat.completion", "created": 1736317203, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Integrated platforms are transforming provider data management for payors, addressing long-standing inefficiencies and inaccuracies. Legacy systems have led to costly errors, with 81% of payor directories containing inaccuracies, costing the industry $3 billion annually. By automating onboarding, credentialing, and contracting processes, integrated platforms like Santéch’s I-Network streamline operations, reduce administrative burdens, and enhance patient satisfaction. These solutions ensure accurate provider information, improving compliance and patient care while minimizing disruptions. As the healthcare landscape evolves, embracing integrated technology is essential for optimizing provider data management. nn#HealthcareIT #ProviderDataManagement #DigitalTransformation #HealthTech #PatientCare #DataAccuracy #HealthcareInnovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1420, "completion_tokens": 136, "total_tokens": 1556, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 1420 |
Irish Startup Snags $120M for Heart Failure Implant – MedCity NewsMedCity News - (Wednesday January 8, 2025) - Frequent Updates/ MedCity News | |
![]() | On Tuesday, an Irish startup named FIRE1 raised $120 million for a system that manages one of the leading causes of death worldwide: heart failure.FIRE1 — which was founded in Dublin in 2016 —... Exciting developments in heart failure management! Irish startup FIRE1 has secured $120 million to advance its innovative implantable monitor, the Norm system, designed to empower patients to manage their condition from home. This minimally invasive technology aims to reduce hospital visits and associated costs while enhancing quality of life. By providing real-time data on fluid levels, FIRE1 is redefining chronic care and enabling better patient engagement. With a pivotal clinical trial on the horizon, the future looks promising for heart failure patients.#HealthcareInnovation #DigitalHealth #HeartFailure #MedTech #PatientEmpowerment #ChronicCare #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-AnEADTtBxUvNlaaR8ocptMjyjyMWg", "object": "chat.completion", "created": 1736295881, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in heart failure management! Irish startup FIRE1 has secured $120 million to advance its innovative implantable monitor, the Norm system, designed to empower patients to manage their condition from home. This minimally invasive technology aims to reduce hospital visits and associated costs while enhancing quality of life. By providing real-time data on fluid levels, FIRE1 is redefining chronic care and enabling better patient engagement. With a pivotal clinical trial on the horizon, the future looks promising for heart failure patients. nn#HealthcareInnovation #DigitalHealth #HeartFailure #MedTech #PatientEmpowerment #ChronicCare #HealthTech", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 876, "completion_tokens": 124, "total_tokens": 1000, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 876 |
Healthcare Startups are Running Out of Time – MedCity NewsMedCity News - (Wednesday January 8, 2025) - AI/ Frequent Updates/ MedCity News | |
![]() | Are you a biopharma, medical device, diagnostic or health tech startup? Looking for active investors to advance your tech and grow your customer base? Would you like the chance to win a profile in... 🚀 Attention healthcare innovators! The clock is ticking for biopharma, medical device, diagnostic, and health tech startups to showcase their solutions at the INVEST Pitch Perfect contest. This premier event, happening May 20-21 in Chicago, offers a chance to win a $20,000 branding package and gain invaluable exposure. With four specialized tracks, including AI-driven health tech and chronic disease management, your startup can shine. Don’t miss the January 24 application deadline!#HealthcareInnovation #MedTech #HealthTech #StartupContest #Biopharma #ArtificialIntelligence #PitchPerfect 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-AnD9loxd0zGOxx3fjsogGl7vWNj7m", "object": "chat.completion", "created": 1736292009, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "🚀 Attention healthcare innovators! The clock is ticking for biopharma, medical device, diagnostic, and health tech startups to showcase their solutions at the INVEST Pitch Perfect contest. This premier event, happening May 20-21 in Chicago, offers a chance to win a $20,000 branding package and gain invaluable exposure. With four specialized tracks, including AI-driven health tech and chronic disease management, your startup can shine. Don’t miss the January 24 application deadline! nn#HealthcareInnovation #MedTech #HealthTech #StartupContest #Biopharma #ArtificialIntelligence #PitchPerfect", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 510, "completion_tokens": 120, "total_tokens": 630, "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 } }, "system_fingerprint": "fp_d02d531b47" } Prompt Tokens - 510 |
SonarMD Keeps IBD Patients and Doctors ConnectedeHealth Radio Network - (Wednesday January 8, 2025) - eHealth Radio Network/ Podcasts | |
![]() | Beth Houck, CEO of SonarMD, the leading, digital, value-based care coordination solution for complex, chronic GI diseases, specifically Crohn’s disease and IBD joins eHealth Radio and the Health News and Technology Channels. Beth is going... In the evolving landscape of healthcare, SonarMD is revolutionizing the management of IBD through its digital, value-based care coordination. CEO Beth Houck emphasizes the importance of holistic approaches—monitoring symptoms alongside lifestyle changes—to enhance patient outcomes and minimize emergency visits. With a focus on Crohn’s disease, SonarMD leverages extensive data to connect patients and providers effectively, showcasing significant improvements in care delivery. As we embrace technology in healthcare, insights from SonarMD can guide us toward better management of chronic conditions.#HealthcareIT #DigitalHealth #ValueBasedCare #ChronicIllness #IBD #PatientEngagement #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-AnRW3S0PxWWiYHX8iy8UdB57cdVqZ", "object": "chat.completion", "created": 1736347207, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the evolving landscape of healthcare, SonarMD is revolutionizing the management of IBD through its digital, value-based care coordination. CEO Beth Houck emphasizes the importance of holistic approaches—monitoring symptoms alongside lifestyle changes—to enhance patient outcomes and minimize emergency visits. With a focus on Crohn’s disease, SonarMD leverages extensive data to connect patients and providers effectively, showcasing significant improvements in care delivery. As we embrace technology in healthcare, insights from SonarMD can guide us toward better management of chronic conditions. nn#HealthcareIT #DigitalHealth #ValueBasedCare #ChronicIllness #IBD #PatientEngagement #HealthTech", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 622, "completion_tokens": 132, "total_tokens": 754, "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 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 622 |
Multimodal deep ensemble classification system with wearable vibration sensor for detecting throat-related eventsnpj Digital Medicine - (Wednesday January 8, 2025) - Frequent Updates/ npj Digital Medicine | |
![]() | Dysphagia, a swallowing disorder, requires continuous monitoring of throat-related events to obtain comprehensive insights into the patient’s pharyngeal and laryngeal functions. However, conventional assessments were performed by medical professionals in clinical settings, limiting persistent... Exciting advancements in dysphagia management are here! Our study introduces a multimodal deep ensemble classification system utilizing a soft skin-attachable throat vibration sensor (STVS) to autonomously detect throat-related events like swallowing and coughing. This innovative system achieved a remarkable classification accuracy of 95.96%, significantly enhancing monitoring capabilities beyond traditional clinical settings. By leveraging deep learning and multi-modal data, we aim to revolutionize patient outcomes and quality of life. This breakthrough underscores the potential of wearable technologies in healthcare.#HealthcareIT #WearableTech #DeepLearning #Dysphagia #PatientCare #HealthInnovation #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-AnCXU3h2yqhw7hcOgb4w4As3g7cft", "object": "chat.completion", "created": 1736289636, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in dysphagia management are here! Our study introduces a multimodal deep ensemble classification system utilizing a soft skin-attachable throat vibration sensor (STVS) to autonomously detect throat-related events like swallowing and coughing. This innovative system achieved a remarkable classification accuracy of 95.96%, significantly enhancing monitoring capabilities beyond traditional clinical settings. By leveraging deep learning and multi-modal data, we aim to revolutionize patient outcomes and quality of life. This breakthrough underscores the potential of wearable technologies in healthcare. nn#HealthcareIT #WearableTech #DeepLearning #Dysphagia #PatientCare #HealthInnovation #DigitalHealth", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 27747, "completion_tokens": 128, "total_tokens": 27875, "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 } }, "system_fingerprint": "fp_d02d531b47" } Prompt Tokens - 27747 |