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Wednesday, December 31, 2025 8:25 AM

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AI Tool Boosts India’s Disease Surveillance, Generates Over 5,000 Alerts: Study

An artificial intelligence–powered surveillance system deployed by the National Centre for Disease Control (NCDC) has significantly strengthened India’s ability to track infectious disease outbreaks, generating more than 5,000 real-time alerts for health authorities since 2022, according to a new pre-print study. Developed by WadhwaniAI, the Health Sentinel platform has automated the labor-intensive task of scanning news reports for unusual health events. The system reportedly reduced manual workload by 98%, enabling faster outbreak detection and quicker public health action. The findings are currently under review and not yet peer-reviewed. Under India’s Integrated Disease Surveillance Programme (IDSP), media scanning and verification has long relied on manual review of print, television and online news. Health Sentinel upgrades this process by screening articles daily across 13 languages, applying AI models to highlight potential threats that are later reviewed by epidemiologists. According to the study, the platform has processed over 300 million news articles since April 2022, identifying 95,000+ unique health-related events, of which around 3,500 were shortlisted by NCDC experts as possible outbreaks. Researchers also estimate that the AI-enabled system triggered more than 5,000 actionable alerts between April 2022 and April 2025. Parag Govil, National Program Lead for Global Health Security at WadhwaniAI, said the tool preserves human oversight while eliminating the time-consuming manual scanning traditionally required. Epidemiologists validate flagged events before disseminating them to state and district authorities. The research team noted a 150% surge in published health events captured since adopting AI-assisted surveillance, compared to earlier years of fully manual analysis. In 2024 alone, 96% of reported events were identified through the AI system, with only 4% coming from manual review. Globally, event-based surveillance techniques that incorporate online media or social media sources are increasingly used to complement traditional “passive reporting” from healthcare providers. The volume of daily online content, however, has made manual screening impractical, making automated systems essential. The article also references other Indian studies highlighting the value of enhanced surveillance. A pilot conducted in six private hospitals in Kasaragod, Kerala, used an algorithm to analyse cases of acute febrile illness (AFI). The system detected 88 clusters, with several verified as outbreaks—including dengue and COVID-19—demonstrating the benefits of early, data-driven detection. International research supports similar conclusions. A 2020 review in the Journal of Biomedical Informatics found that machine learning–based analysis of social media posts, especially on Twitter, improved disease trend prediction. Another study, published in 2017 in the American Journal of Tropical Medicine and Hygiene, showed that mining news articles can help fill gaps when official national case data is delayed. Overall, the findings underscore the growing importance of AI-driven surveillance systems in strengthening public health response capabilities and improving global health security. Source: PTI

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India Records Over 7,000 Suspected Heatstroke Cases and 14 Confirmed Deaths Amid Rising Temperatures

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Between March 1 and June 24, 2025, India recorded 7,192 suspected cases of heatstroke and 14 confirmed deaths due to extreme heat, according to data obtained by PTI through the Right to Information (RTI) Act. The information, provided by the National Centre for Disease Control (NCDC), points to a growing public health concern amid soaring temperatures, as India experiences one of its hottest years on record since 1901. Majority of Heatstroke Cases Reported in May May proved to be the most critical month, with 2,962 suspected cases and three confirmed deaths. In April, there were 2,140 suspected cases and six confirmed fatalities, while March saw 705 cases and two deaths. Up to June 24, June added another 1,385 suspected cases and three confirmed fatalities. Andhra Pradesh emerged as the worst-hit state, reporting 4,055 suspected cases — more than half the national total during the period. Other significantly affected states included Rajasthan (373 cases), Odisha (350), Telangana (348), and Madhya Pradesh (297). Gaps in Death Reporting Highlight Systemic Flaws Despite the high number of suspected cases, many states, including those with hundreds of reported incidents, recorded few or no confirmed deaths. Maharashtra and Uttarakhand topped the list of confirmed fatalities, each reporting three deaths. Telangana, Odisha, Tamil Nadu, Jharkhand, Uttar Pradesh, and West Bengal each reported one. Experts and officials say the actual toll is likely much higher than reported due to systemic shortcomings in data collection and diagnosis. NCDC’s figures are based on reports from hospitals under the Integrated Disease Surveillance Programme (IDSP), leaving out cases that go untreated or undiagnosed, especially those occurring outside medical facilities. A health ministry official, speaking anonymously, acknowledged these limitations: “We only capture a fraction of real cases. Many deaths go unclassified due to lack of capacity, staff, and timely reporting in hospitals.” Inconsistent Records Across Agencies India’s fragmented approach to tracking heat-related illnesses was further exposed in a PTI investigation. For the 2015–2022 period, three government agencies reported vastly different numbers: NCDC cited 3,812 heat-related deaths, the National Crime Records Bureau (NCRB) recorded 8,171, and the India Meteorological Department (IMD) listed 3,436. Discrepancies are further worsened by states failing to provide complete or timely data. In previous years, Delhi, Uttar Pradesh, Punjab, Haryana, Bihar, Karnataka, Kerala, Chhattisgarh, and West Bengal have all been inconsistent in their reporting, with some reportedly underreporting deaths to avoid paying compensation. Heat-Related Deaths Often Misclassified Abhiyant Tiwari, Climate Resilience and Health Lead at NRDC India, emphasized the difficulty of accurately linking deaths to heat exposure. “Many are recorded as heart attacks or other conditions. To understand the true impact, we must look at excess mortality during heatwaves,” he said. Soumya Swaminathan, advisor to the Health Ministry, echoed the call for reform. “We need stronger death certification and reporting systems. Reliable data is essential for shaping effective climate and health policies,” she noted. As climate change intensifies the frequency and severity of heatwaves, the lack of a unified, robust national surveillance system remains a serious barrier to India’s readiness and response. Source: Economic Times  

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First case of Japanese encephalitis is reported in Mizoram

Japanese encephalitis (JE), a viral brain ailment spread by mosquito bites, was first diagnosed in Mizoram on Thursday. Dr. Pachuau Lalmalsawma, the state nodal officer for the Integrated Disease Surveillance Project (IDSP), made the announcement in a statement. He stated that the National Center for Disease Control (NCDC) had recently been notified by the state health department about the discovery of a suspected JE case at Trinity Hospital and requested a final decision as it would be the first JE case in the state. According to Pachuau’s statement, “after perusing the investigation reports of the suspected patient, the NCDC has confirmed the case.” Japanese encephalitis virus (JEV) is a flavivirus that is spread by culex mosquitoes, which are also responsible for spreading dengue, yellow fever, and West Nile viruses. JEV is the primary cause of viral encephalitis in several Asian countries, according to the World Health Organization (WHO), with an estimated 68 000 clinical cases each year. Even though cases of symptomatic Japanese encephalitis (JE) are uncommon, the case-fatality rate among those who have the illness can reach 30%. The safest approach to prevent getting sick is to avoid mosquito bites by using a mosquito net, insect repellent lotion, and insecticides like dichloro-diphenyl-trichloroethane (DDT), as well as cleaning your surroundings to stop mosquito breeding, according to state health experts. Source: PTI

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