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He explained the difference between incidents and deviations, stating that deviations are departures from written procedures, while incidents are unplanned events, reinforcing the need for clear SOPs and proper documentation. The panel further explored the role of AI in pharma quality and its potential to streamline processes.
By offering comprehensive and audit-proof documentation, the platform aims to simplify regulatory approvals and reduce time-to-market for pharmaceutical companies. The product database was developed to provide direct online access to all registration-relevant information.
Understanding FDA Product Specific Guidances Product Specific Guidances are documents issued by the U.S. Companies must be prepared to engage with the FDA through formal and informal channels to seek clarification when needed. Food and Drug Administration (FDA) that provide detailed recommendations for developing generic drug products.
The new research analyzed paperwork submitted for FDA approval to market a device for 767 oximeters that had been approved between 1978-2024 and had accessible information about performance testing.
Rising expectations for scientific rationale One consistent theme across FDA communications, including 483s, Warning Letters, and guidance documents is the demand for sound scientific justification behind design and operational decisions. Interventions were neither documented nor risk-assessed.
Building internal safety protocols and maintaining comprehensive documentation are essential to meet these environmental and safety obligations. Regular audits, proper documentation, and legal vetting of contracts are necessary to avoid such issues. Falling short can mean serious consequences, including product recalls or export bans.
Successful collaboration therefore hinges on dynamic, well documented protocols for anonymisation, consent, role allocation, transparency and ongoing compliance, all balanced against the pace of AI driven innovation: Anonymisation versus technical utility: Only data that have been irreversibly anonymised fall outside GDPR scope.
The Five Essential Steps Collect subjective and objective information about the patient to understand the relevant medical/medication history and clinical status of the patient. Without addressing these key issues, even well-informed individuals are unlikely to follow medical advice.
The Five Essential Steps Collect subjective and objective information about the patient to understand the relevant medical/medication history and clinical status of the patient. Without addressing these key issues, even well-informed individuals are unlikely to follow medical advice.
Manufacturers must evaluate device changes in the first instance to determine whether a new 510(k) is needed or, instead, whether documentation of the change and rationale for not seeking 510(k) clearance is sufficient. This can limit the type of information that can be gained from WLs. See 21 C.F.R.
He noted frequent gaps in team understanding due to staff turnover and stressed the need for strong communication, confidentiality, and documentation practices. He also underlined the importance of safeguarding proprietary information and avoiding unauthorised process changes.
While Google Patents is a widely used tool for searching patent information, it may not be the most effective solution for identifying drug patents. Understanding Google Patents Google Patents is a search engine that allows users to search the full text of patent documents from around the world.
The Ministry of Electronics and Information Technology has released the draft Digital Personal Data Protection Rules 2025 (Rules) for public consultation and stakeholder feedback. These Rules aim to support the implementation of the Digital Personal Data Protection Act 2023 (DPDPA) which received presidential assent on August 11, 2023.
Other documented pharmacological causes of anisocoria include nebulized ipratropium bromide and scopolamine (14-19). Author information Dominique Gelmann, MD Resident Physician Wake Forest University Emergency Medicine Residency | The post SAEM Clinical Images Series: A Curious Case of Anisocoria appeared first on ALiEM.
Advances in analytical science, combined with the EMA’s regulatory experience, have shown that CES often do not provide additional meaningful information when the biosimilar and RMP are already well-characterised. Document 9286/25. Brussels: Council of the European Union; 2 June 2025. Interinstitutional File: 2023/0131 (COD).
Indian companies will need to enhance their quality control mechanisms, data management systems, and documentation practices to comply with these demanding standards. For patient-centric innovations to succeed, patients must be informed about their options and the benefits of personalised treatments.
For drug discovery teams, messy data creates a ripple efFect, leading researchers to de- sign experiments and build models based on flawed assumptions or incomplete information, ultimately wasting valuable resources. Harmonisation without proper data cleaning is like building on quicksand—fragile and unsustainable.
. “AI is not just coming for healthcare — it’s already here ,” said Sunil Dadlani, executive vice president and chief information, digital and cybersecurity officer of Morristown, N.J.-based based Atlantic Health System. “Human skill sets must move up the value chain,” he said.
posted a document proposing to strip public participation from much of the business his department conducts , STAT writes. Hims, which offers compounded versions of Novo Nordisk’s Wegovy, drew criticism from some lawmakers for omitting safety information about the customized medicines in its advertisement. Kennedy Jr.
“It is not justifiable to compare pharma products, where a lot of work has already been done and well-documented with international harmonisation (e.g., “Ethical marketing focuses on education rather than exaggeration, empowering consumers with accurate information about product benefits.
” Main Purpose Regulatory application/ submission management A public database listing all FDA-approved small molecule drugs (not biologics) and providing information about equivalence, patents. Indian innovators would benefit from clear public information on patent life and exclusivity, incentivising high-value R&D investments.
Some examples include: Development of target lists for business development: Using Gen-AI/LLM to scour high volumes of company, market and transactional information from proprietary databases to generate high quality, relevant target lists for marketing, empowering business development teams.
This also allows patients to understand what medications they are taking and provide that information to other medical professionals if necessary. This is great as it allows prescribers to provide extra information about treatments and facilitates communications even when someone needs information out of hours.
Information that should remain confidential includes the following: Patient's identity and address Diagnosis Details of prescribed and non-prescribed medicines To illustrate, we should not publicly discuss a patient's condition with another colleague or customer when the patient has just left the community pharmacy.
Read and document refrigerator and freezer temperatures at least twice each workday (in the morning and before the end of the workday). An example of a buffered probe is one immersed in a vial of liquid (e.g. This prevents false readings due to the rapid changes in air temperature that occur when refrigerator doors are opened.
6 ,7 One of the most critical ethical considerations is informed decision-making. 12 When AI- generated outputs inform clinical decisions, there must be clear lines of responsibility among developers, clinicians, and manufacturers. Also important is the need for clearly defined and delineated accountability.
Also, consistency across data sources should be taken into consideration; one should not fear having heterogeneous sources, yet it is crucial to afford the model a way to understand information in a cohesive and consistent way. This relates also to data discontinuity. There are pockets of very rich data and pockets of very sparse data.
AHFS Drug Information Australian Medicines Handbook British National Formulary Micromedex Lexicomp Medscape Aronoff's Drug Prescribing in Renal Failure, 2007 Drug Prescribing in Renal Failure focuses on drug dosing in patients with impaired kidney function.
Proactive measures to protect your patents include: Regular patent portfolio reviews Monitoring competitor activities Maintaining detailed lab notebooks and documentation Implementing strong trade secret protections By staying vigilant, you can often prevent infringement before it occurs or strengthen your position if litigation becomes necessary.
To give examples, such a work package focuses on the identification of regulations (ICH Q2 R2, 3 Q8-Q14, 4-10 FDA PAT guidance, 11 EMA Annex 15 12 ), some of which may be mainly guidance documents with recommendations and flexibility when it comes to PAT.
Data integrity and documentation: The need for accurate and reliable data is paramount. Regulatory bodies require strict documentation and data tracking without any discrepancies. Non-compliance can result in severe penalties, recalls, and damage to a companys reputation.
Smarter MLR Workflows Review cycles that once took weeks can now be accelerated by AI-based content tagging and document comparison tools. Companies must adhere to HIPAA regulations and inform users about AI-driven personalization. However, when implemented responsibly, AI acts as a creative partner—not a replacement.
Features like eCOA libraries with prebuilt instruments and the ability to autogenerate code and documentation accelerate development without sacrificing quality. With role-based permissions, dashboards and workflows are accessible to team members and offer data insights needed to inform clinical decisions appropriate for their given role.
We have found that some pharmacies’ patient profiles contain incomplete information, with critical elements missing. If a pharmacy is not collecting all required patient information, any drug utilization review (DUR) performed by the pharmacist will be incomplete.
With 66 per cent of healthcare firms already piloting GenAI, we are seeing significant traction in areas like medical documentation, diagnostics, and revenue cycle management. Regulatory compliance and data privacy concerns remain key barriers due to the sensitive nature of medical and patient information.
The data challenge The research reveals a stark reality: 80 percent of pharmaceutical organisations surveyed report serious problems with either the availability or quality of data and documentation. “There was definitely a perceived risk of changing the ways of working practices. ” The benefits extend beyond efficiency gains.
While PPI-related adverse effects are well documented in the general population, evidence that describes these adverse effects in patients with chronic kidney disease is limited. This study represents important information related to PPI use in the subgroup of patients with chronic kidney disease.
Embedding information security and privacy-by-design principles into AI and data platforms. The issue of AI hallucinations—generating convincing but false information—underscores the need for hybrid models where AI augments and assist human reviewers rather than replaces them. It means data is: Structured and standardized (e.g.,
EMA also encouraged companies to liaise with regulators and submit any information as needed. Furthermore, they suggested including new radiopharmaceuticals in horizon scanning activities.
Safety and information in new cities by providing a list of emergency care services. Accessibility tools on event sites and transitioning from PDF to Word documents for meeting agendas. Attention to dietary needs to ensure attendees feel supported. Utilizing outdoor spaces for conference activities. Fragrance-free areas.
The proposal to eliminate the automatic 60-day extension for providing income verification documentation could result in disenrollment of eligible individuals unable to promptly produce required documentation.
Because documentation of medication lists is a key component of MTM, pharmacists are well positioned to incorporate this into transitions of care.” This education can significantly impact patient outcomes, as informed patients are more likely to follow their prescribed treatment plans and avoid complications that could lead to readmissions.
27 of this year to meet the requirements, as long as they are making documented efforts to finalize data connections, of course. In fact, wholesalers and repackagers had until May 27, 2025 (following this day, full-unit traceability would be mandatory), a date that has officially passed.
Greater visibility into these rebate trends could enable oversight of affordability trends, foster more informed public discourse, and allow patients and advocates to better anticipate the evolving cost burden on the Medicare program. This will allow other stakeholders (e.g.,
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