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The Precision Blog
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Read Case Study: Rapid Execution of Assay Validation Rescued Global Study
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Read Receptor Occupancy in the Era of Multispecific Therapeutics Receptor Occupancy in the Era of Multispecific Therapeutics
Read Clinical AI at Scale: Why Trust Matters More Than Speed Clinical AI at Scale: Why Trust Matters More Than Speed
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Read: Clinical AI at Scale: Why Trust Matters More Than Speed 
Clinical AI at Scale: Why Trust Matters More Than Speed
has third author: false, (SizeLimitingPyMap: {main={hs_id=219402396746, hs_child_table_id=0, hs_updated_at=1787057935787, hs_published_at=1787135938204, description=Zulfat Kapadia is a Statistical Programmer with a scientist's heart and a programmer's precision, bringing over 11 years of experience in clinical data analytics. She currently works as a Statistical Programmer at Precision for Medicine, focusing on clinical data transformations and safety analytics. She is a SAS-certified Statistical Programmer with strong expertise in CDISC standards (SDTM and ADaM), turning raw clinical data into clean, submission-ready datasets and TLFs (Tables, Listings, and Figures). Her journey began with an M.Sc. in Microbiology from Gujarat University, followed by years as a Research Associate, where she worked hands-on with method development, validation, and LC-MS/MS analysis in GLP-regulated labs, including navigating regulatory audits. She later moved into SAS programming at Cognizant, building the technical foundation for her current specialization. A resourceful team player, she continues expanding her expertise across clinical and pharmaceutical domain., avatar=Image{width=1024,height=1536,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/Zulfat%20Headshot.jpg',altText='Zulfat Headshot',fileId=219402357006}, lastname=Kapadia, hs_initial_published_at=1786648737451, hs_created_by_user_id=65712240, hs_created_at=1786648684030, hs_is_edited=false, hs_deleted_at=0, name=Zulfat, job=Statistical Programmer, slug=zulfat-kapadia, hs_updated_by_user_id=92535535}, second={hs_id=219402396744, hs_child_table_id=0, hs_updated_at=1786648683717, hs_published_at=1787135938204, description=As Principal Statistical Programmer, Shakila plays a key role in leading statistical programming activities for clinical development programs at Precision for Medicine. She has extensive experience managing study deliverables, supporting regulatory submissions, implementing CDISC standards, and collaborating with cross-functional teams to ensure high-quality and compliant clinical data outputs. Prior to joining Precision for Medicine, she held programming roles at ICON and Quintiles, where she contributed to global clinical trials across Oncology, Cardiovascular, Vaccine, and Diabetes therapeutic areas. She has led the development and validation of SDTM, ADaM, TLFs, define.xml, and submission-ready datasets for major health authorities including the FDA, PMDA, and EMEA. Beyond her expertise in SAS programming and clinical data standards, Shakila is passionate about process improvement, automation, and mentoring teams. She has recently expanded her capabilities in Data Science, gaining practical experience in Python, Machine Learning, R, and Tableau, and is keen on leveraging modern analytics and AI-driven approaches to enhance clinical research solutions., avatar=Image{width=1024,height=1536,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/Shakila%20J%20Headshot.png',altText='Shakila J Headshot',fileId=219402114740}, lastname=Jagadeesan , hs_initial_published_at=1786648737451, hs_created_by_user_id=65712240, hs_created_at=1786648634345, hs_is_edited=false, hs_deleted_at=0, name=Shakila, job=Principal Statistical Programmer , slug=Shakila-Jagadeesan, hs_updated_by_user_id=92535535}, third={hs_id=219402097154, hs_child_table_id=0, hs_updated_at=1786648633237, hs_published_at=1787135938204, description=As Senior Manager of Statistical Programming, Sugumaran brings a wealth of experience to his role at Precision for Medicine, since March 2021. Prior to Precision for Medicine, he was associated with ICON Clinical Research for over 10 years across various roles in statistical programming. He has been actively involved in leading large and complex submissions for a diverse client base including large biopharma, biotech, and CROs. In addition to building his expertise in statistical programming, data analytics, and data visualization, he is deeply passionate about developing talent and cutting-edge software solutions. He is also actively involved with several social causes and CSR activities. Sugumaran holds an MBA in Pharmaceutical Management and a Master's in Bioinformatics. He is also currently pursuing a PhD in Bioinformatics., avatar=Image{width=1024,height=1536,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/Sugumaran%20headshot.png',altText='Sugumaran headshot',fileId=219402130472}, lastname=Muthuraj, hs_initial_published_at=1786648737451, hs_created_by_user_id=65712240, hs_created_at=1786647962706, hs_is_edited=false, hs_deleted_at=0, name=Sugumaran, job=Senior Manager, Statistical Programming , slug=Sugumaran-Muthuraj, hs_updated_by_user_id=92535535}}) -
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Read: Hidden Strategic Edge in Clinical Trials: Financial Project Management 
Hidden Strategic Edge in Clinical Trials: Financial Project Management
has not third author: true, (SizeLimitingPyMap: {main={hs_id=218300089344, hs_child_table_id=0, hs_updated_at=1785358312044, hs_published_at=1787135938204, description=Global Finance leader with 35+ years of progressive experience and over two decades in the global CRO industry. Proven track record of building and developing high-performing teams, leading complex financial operations, and driving strategic initiatives that improve business performance and scalability. Deep expertise in financial planning and analysis, contract negotiation, budgeting and forecasting, process optimization, auditing, cash flow management, and credit and collections. Passionate about fostering collaboration across finance, operations, and executive leadership to deliver data-driven insights, strengthen governance, and enable informed decision-making both internally and for our Sponsors., avatar=Image{width=800,height=800,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/1576750031793.jpeg',altText='1576750031793',fileId=218305569797}, lastname=Kane, hs_initial_published_at=1785358316248, hs_created_by_user_id=65712240, hs_created_at=1785358281109, hs_is_edited=false, hs_deleted_at=0, name=Romy, job=Vice President, Operational Finance, slug=romy-kane, hs_updated_by_user_id=92535535}, second={}, third={}}) -
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Read: Why Global Oncology Evidence May Not Support U.S. Regulatory Approval 
Why Global Oncology Evidence May Not Support U.S. Regulatory Approval
has not third author: true, (SizeLimitingPyMap: {main={hs_id=167363064857, hs_child_table_id=0, hs_updated_at=1719905898183, hs_published_at=1787135938204, description=Industry-leading oncologist and demonstrated medical leader in precision medicine, novel trial design and innovative regulatory initiatives designed to expedite drug approvals. Draws on nearly a decade leading oncology and rare disease programs at the FDA. Former fellow at the National Cancer Institute and frequent featured speaker at ASCO and AACR. CDER technical authority on oncologic drug and biological products for thoracic and head and neck malignancies, neurologic tumors, pediatric solid tumors and rare tumors., avatar=Image{width=553,height=580,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/PfM%20Website/Headshots/Headshots%20no%20background/Harpreet-Singh2.png',altText='Harpreet-Singh2',fileId=171747124346}, linkedin=https://www.linkedin.com/in/harpreetsinghmd/, team=[{id=163072475007, name='Precision for Medicine Leadership'}], lastname=Singh, MD, hs_initial_published_at=1715692570942, hs_created_by_user_id=2737751, hs_created_at=1715692477118, hs_is_edited=false, hs_deleted_at=0, name=Harpreet, job=Chief Medical Officer, slug=harpreet-singh, hs_updated_by_user_id=92535535}, second={}, third={}}) -
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Read: Case Study: Rapid Execution of Assay Validation Rescued Global Study 
Case Study: Rapid Execution of Assay Validation Rescued Global Study
has not third author: true, (SizeLimitingPyMap: {main={hs_id=219184495938, hs_child_table_id=0, hs_updated_at=1786473626295, hs_published_at=1787135938204, description=Christie Bongel is a scientist by training, but her true passion lies in leadership, particularly in building leaders and shaping high-performing, trust-based cultures. She believes that many talented bench scientists are promoted into management roles without formal leadership development and is committed to helping close that gap. While culture and people development may not always appear on a balance sheet, she views them as essential drivers of long-term organizational success. As a leadership-focused operations executive, Christie leads laboratory operations and strategy within a global network, partnering with pharmaceutical and biotechnology organizations to navigate complex oncology challenges. Her work spans translational oncology, clinical trial strategy, and laboratory execution, with a focus on translating scientific and operational complexity into clear, actionable strategies that drive meaningful outcomes., avatar=Image{width=800,height=800,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/1781614819314.png',altText='Christie Bongel',fileId=219203862915}, lastname=Bongel, hs_initial_published_at=1786473638412, hs_created_by_user_id=65712240, hs_created_at=1786473568408, hs_is_edited=false, hs_deleted_at=0, name=Christie, job=Site Director, slug=christie-bongel, hs_updated_by_user_id=92535535}, second={hs_id=159488778874, hs_child_table_id=0, hs_updated_at=1765824406763, hs_published_at=1787135938204, description=Kennon Daniels is a scientific and regulatory in vitro diagnostic authority, specializing in the development of US regulatory strategies and FDA marketing submissions for IVD assays and instruments. Her expertise spans all aspects of product development, analytical and clinical trial protocol designs, Q-Submissions, IDEs, de novos, 510(k)s, and pre-market approval platforms., avatar=Image{width=576,height=576,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/PfM%20Website/Headshots/Headshots%20no%20background/Kennon%20Daniels.webp',altText='Kennon Daniels',fileId=165893120790}, linkedin=https://www.linkedin.com/in/kennon-daniels-ph-d-84a90b6, hs_name=, hs_path=, lastname=Daniels, PhD, hs_initial_published_at=1775839468505, hs_created_at=1709645745105, hs_is_edited=false, hs_deleted_at=0, name=Kennon, position=Vice President, IVD Regulatory Consulting, job=, slug=kennon-daniels, email=, hs_updated_by_user_id=92535535}, third={}}) -
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Read: Receptor Occupancy in the Era of Multispecific Therapeutics 
Receptor Occupancy in the Era of Multispecific Therapeutics
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Read: Developing a Comprehensive Strategy for Implementing AI & Multi-Omics for Translational Research 
Developing a Comprehensive Strategy for Implementing AI & Multi-Omics for Translational Research
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All articles
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Read: Precision Medicine in Pediatrics: Biomarkers and Assay Development 
Precision Medicine in Pediatrics: Biomarkers and Assay Development
has not third author: true, (SizeLimitingPyMap: {main={hs_id=159488778880, hs_child_table_id=0, hs_updated_at=1714461214107, hs_published_at=1787135938204, description=Eva Raschke, PhD serves as a subject matter expert for immune monitoring solutions at Precision for Medicine with a focus on the epigenetic immune monitoring technology Epiontis ID. She has supported the development, validation and clinical use of this technology platform in different roles since 2008. Eva obtained a Ph.D. in Molecular Biology from the Ludwig-Maximilians-University Munich., avatar=Image{width=576,height=576,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/PfM%20Website/Headshots/Headshots%20no%20background/Eva%20Raschke.webp',altText='Eva Raschke',fileId=165892728972}, linkedin=https://www.linkedin.com/in/eva-raschke-678b439, hs_name=, hs_path=, lastname=Raschke, hs_initial_published_at=1775839468505, hs_created_at=1709645745111, hs_is_edited=false, hs_deleted_at=0, name=Eva, job=, slug=eva-raschke, email=, hs_updated_by_user_id=92535535}, second={}, third={}}) -
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Read: Conducting Pediatric Studies: Addressing Ethical and Clinical Challenges 
Conducting Pediatric Studies: Addressing Ethical and Clinical Challenges
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Read: Methods for a Comprehensive Characterization of the Tumor Microenvironment 
Methods for a Comprehensive Characterization of the Tumor Microenvironment
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Read: Characterizing a Central Switch of Immune Suppression: Monitoring Treg Cells in Clinical Studies 
Characterizing a Central Switch of Immune Suppression: Monitoring Treg Cells in Clinical Studies
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Read: Using Epigenetic Immunophenotyping to Explore Potential Biomarkers in Hepatocellular Carcinoma 
Using Epigenetic Immunophenotyping to Explore Potential Biomarkers in Hepatocellular Carcinoma
has not third author: true, (SizeLimitingPyMap: {main={hs_id=159488778880, hs_child_table_id=0, hs_updated_at=1714461214107, hs_published_at=1787135938204, description=Eva Raschke, PhD serves as a subject matter expert for immune monitoring solutions at Precision for Medicine with a focus on the epigenetic immune monitoring technology Epiontis ID. She has supported the development, validation and clinical use of this technology platform in different roles since 2008. Eva obtained a Ph.D. in Molecular Biology from the Ludwig-Maximilians-University Munich., avatar=Image{width=576,height=576,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/PfM%20Website/Headshots/Headshots%20no%20background/Eva%20Raschke.webp',altText='Eva Raschke',fileId=165892728972}, linkedin=https://www.linkedin.com/in/eva-raschke-678b439, hs_name=, hs_path=, lastname=Raschke, hs_initial_published_at=1775839468505, hs_created_at=1709645745111, hs_is_edited=false, hs_deleted_at=0, name=Eva, job=, slug=eva-raschke, email=, hs_updated_by_user_id=92535535}, second={}, third={}}) -
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Read: Non-Invasive Immune Monitoring to Predict COVID-19 Disease Course and Assess SARS-CoV-2 Vaccine Response 
Non-Invasive Immune Monitoring to Predict COVID-19 Disease Course and Assess SARS-CoV-2 Vaccine Response
has not third author: true, (SizeLimitingPyMap: {main={hs_id=159488778880, hs_child_table_id=0, hs_updated_at=1714461214107, hs_published_at=1787135938204, description=Eva Raschke, PhD serves as a subject matter expert for immune monitoring solutions at Precision for Medicine with a focus on the epigenetic immune monitoring technology Epiontis ID. She has supported the development, validation and clinical use of this technology platform in different roles since 2008. Eva obtained a Ph.D. in Molecular Biology from the Ludwig-Maximilians-University Munich., avatar=Image{width=576,height=576,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/PfM%20Website/Headshots/Headshots%20no%20background/Eva%20Raschke.webp',altText='Eva Raschke',fileId=165892728972}, linkedin=https://www.linkedin.com/in/eva-raschke-678b439, hs_name=, hs_path=, lastname=Raschke, hs_initial_published_at=1775839468505, hs_created_at=1709645745111, hs_is_edited=false, hs_deleted_at=0, name=Eva, job=, slug=eva-raschke, email=, hs_updated_by_user_id=92535535}, second={}, third={}}) -
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Read: Next-Generation Immune Monitoring in Immuno-oncology Trials 
Next-Generation Immune Monitoring in Immuno-oncology Trials
has not third author: true, (SizeLimitingPyMap: {main={hs_id=159488778880, hs_child_table_id=0, hs_updated_at=1714461214107, hs_published_at=1787135938204, description=Eva Raschke, PhD serves as a subject matter expert for immune monitoring solutions at Precision for Medicine with a focus on the epigenetic immune monitoring technology Epiontis ID. She has supported the development, validation and clinical use of this technology platform in different roles since 2008. Eva obtained a Ph.D. in Molecular Biology from the Ludwig-Maximilians-University Munich., avatar=Image{width=576,height=576,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/PfM%20Website/Headshots/Headshots%20no%20background/Eva%20Raschke.webp',altText='Eva Raschke',fileId=165892728972}, linkedin=https://www.linkedin.com/in/eva-raschke-678b439, hs_name=, hs_path=, lastname=Raschke, hs_initial_published_at=1775839468505, hs_created_at=1709645745111, hs_is_edited=false, hs_deleted_at=0, name=Eva, job=, slug=eva-raschke, email=, hs_updated_by_user_id=92535535}, second={hs_id=159488778885, hs_child_table_id=0, hs_updated_at=1714461091541, hs_published_at=1787135938204, description=Dr. Hoffmueller is a veteran biochemist, industry expert, and cofounder of Epiontis. He holds a Master’s in Biochemistry from Humboldt University, a PhD from the Charité University Clinic, receiving the Charité Research Award, and an MBA from the Berlin School of Economics and Law, Berlin, Germany., avatar=Image{width=576,height=576,url='https://5014803.fs1.hubspotusercontent-na1.net/hubfs/5014803/PfM%20Website/Headshots/Headshots%20no%20background/Ulrich%20Hoffmueller.webp',altText='Ulrich Hoffmueller',fileId=165891429692}, linkedin=https://www.linkedin.com/in/hoffmueller, hs_name=, hs_path=, lastname=Hoffmueller, hs_initial_published_at=1775839468505, hs_created_at=1709645745116, hs_is_edited=false, hs_deleted_at=0, name=Ulrich, job=, slug=ulrich-hoffmueller, email=, hs_updated_by_user_id=92535535}, third={}}) -
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