Towards Healthcare Research & Consulting

Biologic Imaging Reagents Market Size, Share, Forecast (2026-2035), Contrast Agents, Radiopharmaceuticals and Optical Probes Power Diagnostic Imaging and Life Science Research

The biologic imaging reagents market is estimated at USD 30.06 billion in 2026 and is projected to reach USD 64.74 billion by 2035, expanding at a CAGR of 8.90% from 2026 to 2035. The biologic imaging reagents market was valued at USD 27.60 billion in 2025, the base year. The biologic imaging reagents market covers agents and probes used to visualize biological structures and processes, including X-ray and CT, MRI and ultrasound contrast agents, diagnostic radiopharmaceuticals for PET and SPECT imaging, and optical reagents such as fluorescent dyes, fluorescent proteins, bioluminescent substrates, quantum dots and nanoparticles, used in clinical diagnostic imaging and in in vitro and in vivo research. Although these products differ in their chemical and biological composition, they are grouped together based on their shared function of enabling the visualization of biological structures, processes, and molecular activity. Contrast reagents accounted for the largest product share in 2025, at 46.20%, because iodinated, gadolinium-based and ultrasound contrast agents are used in hundreds of millions of CT, MRI and ultrasound examinations every year. North America accounted for 41.40% of revenue in 2025, supported by high imaging volumes, rapid adoption of new PET agents, strong research funding, and leading reagent and radiopharmaceutical companies. Demand is driven by rising chronic disease and cancer incidence, ageing populations needing more imaging, the growth of PET imaging with targeted radiotracers such as PSMA agents, the expansion of theragnostic, advances in fluorescence microscopy and in vivo optical imaging in research and increasing access to imaging in emerging markets. Companies are expanding radiopharmaceutical portfolios through acquisitions, developing lower-dose and targeted contrast agents, and launching brighter, more specific optical probes.

Last updated 4 November 2026   |   Primary source: Towards Healthcare   |   Report: 7151   |   Derived values are labelled
USD 30.06 Bn
Revenue, 2026
USD 64.74 Bn
Forecast, 2035
8.90%
CAGR, 2026-2035
Global
Report Coverage

Key Takeaways

Biologic Imaging Reagents Market Growth and Top Companies

Market Size & Growth Outlook

  • Market size in 2025: USD 27.60 billion
  • Estimated market size in 2026: USD 30.06 billion
  • Projected market size by 2035: USD 64.74 billion
  • CAGR (2026-2035): 8.90%

Regional Market Spotlight

  • North America led the market with a 41.40% (USD 11.43 billion) share in 2025.
  • Europe accounted for 27.80% (USD 7.67 billion) of the market in 2025.
  • Asia Pacific accounted for 23.60% (USD 6.51 billion) of the market in 2025 and is projected to be the fastest-growing region, at a CAGR of 10.41% from 2025 to 2035.

Segmental Spotlight

  • By product, Contrast Reagents accounted for 46.20% (USD 12.75 billion) in 2025.
  • By modality, X-ray & CT accounted for 30.60% (USD 8.45 billion) in 2025.
  • By application, In Vivo accounted for 68.20% (USD 18.82 billion) in 2025.
  • By end use, Hospitals & Diagnostic Imaging Centers accounted for 61.40% (USD 16.95 billion) in 2025.

The biologic imaging reagents market is projected to grow from USD 27.60 billion in 2025 to USD 64.74 billion by 2035 because CT, MRI, ultrasound and PET examinations keep rising with ageing populations and cancer care, and researchers rely on optical and molecular probes to study cells, tissues and disease. Targeted PET radiotracers, theragnostic, lower-dose contrast agents and advanced optical probes increase value per procedure and per study, lifting the market to USD 42.27 billion by 2030 and sustaining a CAGR of 8.90% from 2026 to 2035.

Biologic Imaging Reagents Market Size is USD 30.06 Billion in 2026

Analyst View: We developed the market estimate using imaging procedure volumes by modality and region, multiplied by reagent utilization and average prices per procedure, along with research reagent consumption across laboratories and life science companies, segmented by product, modality, application and end use. Volume estimates reflect the installed imaging base, equipment utilization, cancer diagnostic pathways, and research activity. The overall market estimate was cross validated against imaging agent revenues reported by leading pharmaceutical diagnostics, radiopharmaceutical and research reagent companies, as well as published industry estimates. This cross-validation indicates that our 2025 base-year estimate is slightly higher than the upper end of comparable published market estimates. The projected growth rate reflects strong expansion in nuclear imaging, alongside steady demand for contrast agents and research reagents, moderated by pricing pressure on generic contrast agents and constraints in isotope supply.

  • Growing adoption of disease-specific radiotracers in oncology and neurology is increasing demand for advanced diagnostic imaging agents and supporting premium market growth.
  • The integration of diagnostic imaging and targeted radiopharmaceutical therapies is creating new demand for companion imaging agents used in patient selection and treatment monitoring.
  • Advances in gadolinium-based contrast agents support dose optimization, improved safety profiles and continued adoption of contrast-enhanced MRI.
  • Increasing use of fluorescence imaging in surgical oncology is expanding demand for targeted optical imaging agents that improve tumor visualization during procedures.
  • Strategic acquisitions are strengthening product portfolios, manufacturing capabilities and distribution networks, accelerating competition, and market consolidation.
  • Advances in fluorescence intensity, target specificity and imaging sensitivity are expanding applications in microscopy, drug discovery, and preclinical research.

Drivers, Restraints and Opportunities

Driver: Ageing populations and rising chronic disease prevalence are increasing imaging volumes, driving demand for contrast agents, radiopharmaceuticals and optical imaging reagents. Growing reliance on CT, MRI and PET in cancer diagnosis, the adoption of targeted PET tracers and theragnostic, increasing amyloid imaging for Alzheimer's disease assessment, and extensive use of optical probes in life science research are further supporting market growth.

Restraint: Pricing pressure from generic contrast agents reduces average selling prices and limits revenue growth. Medical isotope supply disruptions, concerns regarding gadolinium retention, reimbursement limitations, and lengthy regulatory approval processes are restricting the adoption of advanced imaging agents. Additionally, the short half-lives of certain radionuclides increase production and distribution complexity, raising logistics costs and limiting radiotracer availability.

Opportunity: Growing adoption of theragnostic approaches is creating demand for companion diagnostic radiotracers, opening new revenue opportunities for manufacturers. Expanding imaging infrastructure in emerging markets is increasing procedure volumes and reagent consumption, while AI-enabled imaging protocols offer opportunities to optimize contrast agent dosages. Rising adoption of fluorescence-guided surgery and the development of new PET imaging targets in cardiology and neurology are further expanding the application scope and commercial potential of imaging reagents.

Market Segmentation: 2025 Share and Value

Biologic Imaging Reagents Market by Product 2025 Share & Size

Segments 2025 Share 2025 Value (USD Billion) 2035 Value (USD Billion) CAGR 2026–2035
Contrast Reagents 46.20% 12.75 27.60 8.03%
Radiopharmaceuticals 30.40% 8.39 22.63 10.43%
Optical Reagents 23.40% 6.46 14.51 8.43%

Note: 2025 is the base year; 2035 values are forecasts.

Sources: Expert interviews, secondary sources, Towards Healthcare database and Towards Healthcare analysts.

Contrast Reagents: This segment accounted for 46.20% (USD 12.75 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 27.60 billion by 2035, expanding at a CAGR of 8.03% from 2026 to 2035. Contrast reagents include iodinated agents for X-ray and CT, gadolinium-based agents for MRI, and microbubble agents for ultrasound. They are used in a very large number of procedures, including CT scans for trauma, cancer staging, and cardiovascular disease, and contrast-enhanced MRI for neurology, oncology, and musculoskeletal imaging. GE HealthCare, Bayer, Bracco, and Guerbet are the main suppliers. Growth comes from rising imaging volumes, especially in Asia, and from newer macrocyclic and lower-dose gadolinium agents, while generic competition limits price growth.

Radiopharmaceuticals: This segment accounted for 30.40% (USD 8.39 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 22.63 billion by 2035, expanding at a CAGR of 10.43% from 2026 to 2035. Radiopharmaceuticals include diagnostic radiotracers for PET and SPECT, such as fluorodeoxyglucose, PSMA-targeted agents for prostate cancer, amyloid and tau agents for Alzheimer's disease, and technetium-99m agents for cardiac and bone imaging. This is the fastest-growing product because targeted PET agents command premium prices; new Alzheimer's therapies need amyloid imaging, and theragnostic treatments require companion diagnostic imaging. Large acquisitions, such as GE HealthCare's purchase of Nihon Medi-Physics and Lantheus' purchase of Life Molecular Imaging, show strong strategic interest.

Optical Reagents: This segment accounted for 23.40% (USD 6.46 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 14.51 billion by 2035, expanding at a CAGR of 8.43% from 2026 to 2035. Optical reagents include fluorescent dyes and probes, fluorescent proteins, antibodies conjugated to fluorophores, bioluminescent substrates, quantum dots, and near-infrared probes. They are used mainly in research for microscopy, flow cytometry, high-content screening, and in vivo animal imaging, and in fluorescence-guided surgery. Thermo Fisher, Revvity and specialist suppliers lead this category, which grows with life science research and drug discovery.

Biologic Imaging Reagents Market by Modality 2025 Share & Size

Segments 2025 Share 2025 Value (USD Billion) 2035 Value (USD Billion) CAGR 2026–2035
X-ray & CT 30.60% 8.45 18.24 8.00%
Nuclear (PET & SPECT) 28.80% 7.95 21.39 10.40%
MRI 18.40% 5.08 11.38 8.40%
Optical 16.20% 4.47 10.02 8.40%
Ultrasound 6.00% 1.66 3.71 8.40%

Note: 2025 is the base year; 2035 values are forecasts.

Sources: Expert interviews, secondary sources, Towards Healthcare database and Towards Healthcare analysts.

X-ray & CT: This segment comprised 30.60% (USD 8.45 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 18.24 billion by 2035, expanding at a CAGR of 8.00% from 2026 to 2035. X-ray and CT are the largest modalities by reagent value because CT is the most widely used cross-sectional imaging method, with large volumes of contrast-enhanced scans in emergency, oncology, and cardiac care. Expansion of CT capacity in China, India, and other emerging markets supports volume growth.

Nuclear (PET & SPECT): This segment captured 28.80% (USD 7.95 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 21.39 billion by 2035, expanding at a CAGR of 10.40% from 2026 to 2035. Nuclear imaging uses radiotracers to show metabolic and molecular activity. It is the fastest-growing modality because PET is expanding in oncology, cardiology, and neurology; new targeted tracers are being approved, and theragnostic require diagnostic imaging before and during treatment. SPECT remains important for cardiac perfusion and bone scans.

Biologic Imaging Reagents Market by Application 2025 Share & Size

Segments 2025 Share 2025 Value (USD Billion) 2035 Value (USD Billion) CAGR 2026–2035
In Vivo 68.20% 18.82 44.15 8.90%
In Vitro 31.80% 8.78 20.59 8.90%

Note: 2025 is the base year; 2035 values are forecasts.

Sources: Expert interviews, secondary sources, Towards Healthcare database and Towards Healthcare analysts.

In Vivo: This segment held 68.20% (USD 18.82 billion) of the biologic imaging reagents market share in 2025 and is projected to reach USD 44.15 billion by 2035, expanding at a CAGR of 8.90% from 2026 to 2035. In vivo applications include clinical diagnostic imaging in patients and preclinical imaging in animal models. They account for most revenue because of the scale of clinical CT, MRI, PET, and ultrasound procedures and the premium prices of targeted radiotracers.

In Vitro: This segment secured 31.80% (USD 8.78 billion) of the biologic imaging reagents market share in 2025 and is projected to reach USD 20.59 billion by 2035, expanding at a CAGR of 8.90% from 2026 to 2035. In vitro applications include fluorescence microscopy, flow cytometry, cell imaging, and high-content screening in research and drug discovery, as well as some diagnostic assays. Demand follows life science research funding and pharmaceutical R&D activity.

Biologic Imaging Reagents Market by End Use 2025 Share & Size

Segments 2025 Share 2025 Value (USD Billion) 2035 Value (USD Billion) CAGR 2026–2035
Hospitals & Diagnostic Imaging Centers 61.40% 16.95 38.35 8.51%
Life Science & Pharmaceutical Companies 18.20% 5.02 13.16 10.11%
Research & Academic Institutes 12.60% 3.48 8.17 8.91%
Diagnostic Laboratories 7.80% 2.15 5.06 8.91%

Note: 2025 is the base year; 2035 values are forecasts.

Sources: Expert interviews, secondary sources, Towards Healthcare database and Towards Healthcare analysts.

Hospitals & Diagnostic Imaging Centers: This segment captured 61.40% (USD 16.95 billion) of the biologic imaging reagents market revenue in 2025 and is projected to reach USD 38.35 billion by 2035, expanding at a CAGR of 8.51% from 2026 to 2035. Hospitals and diagnostic imaging centers are the largest end users because they perform most clinical imaging procedures and purchase contrast agents and radiopharmaceuticals daily. Outpatient imaging centers are growing as procedures shift out of hospitals.

Life Science & Pharmaceutical Companies: This segment represented 18.20% (USD 5.02 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 13.16 billion by 2035, expanding at a CAGR of 10.11% from 2026 to 2035. Life science and pharmaceutical companies use optical reagents and imaging agents in drug discovery, preclinical studies, and clinical trials, where imaging biomarkers measure treatment response. This is the fastest-growing end use as imaging becomes more important in drug development, especially for radiopharmaceutical and oncology programmes.

Regional Analysis

Biologic Imaging Reagents Market Shares for North America, Europe, Asia Pacific, Latin America and Middle East and Africa, 2025 (%).

Biologic Imaging Reagents Market by Region 2025 Share & Size

Region 2025 Share 2025 Value (USD Billion) 2035 Value (USD Billion) CAGR 2026–2035
North America 41.40% 11.43 25.16 8.21%
Europe 27.80% 7.67 17.52 8.61%
Asia Pacific 23.60% 6.51 17.53 10.41%
Latin America 4.40% 1.21 2.77 8.61%
Middle East & Africa 2.80% 0.77 1.76 8.61%

Note: 2025 is the base year; 2035 values are forecasts.

Sources: Expert interviews, secondary sources, Towards Healthcare database and Towards Healthcare analysts.

North America: This region registered 41.40% (USD 11.43 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 25.16 billion by 2035, expanding at a CAGR of 8.21% from 2026 to 2035. The United States has very high per-capita imaging volumes, broad reimbursement for CT, MRI, and PET, and fast uptake of new radiotracers such as PSMA PET agents for prostate cancer and amyloid PET agents linked to new Alzheimer's therapies. It is also the largest market for research reagents, supported by NIH funding and a large biopharmaceutical industry. Lantheus, Cardinal Health, Thermo Fisher Scientific and Telix's US operations are major participants.

Europe: This region secured 27.80% (USD 7.67 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 17.52 billion by 2035, expanding at a CAGR of 8.61% from 2026 to 2035. Europe is a large market for contrast agents, with Bayer, Bracco and Guerbet headquartered in the region, and a growing market for radiopharmaceuticals supported by theragnostic centers in Germany, France and the Netherlands. EU rules on gadolinium agents have shifted use toward macrocyclic products. Research reagent demand is strong in Germany, the UK and Switzerland.

Asia Pacific: This region contributed 23.60% (USD 6.51 billion) of the biologic imaging reagents market share in 2025 and is projected to reach USD 17.53 billion by 2035, expanding at a CAGR of 10.41% from 2026 to 2035. Asia Pacific is the fastest-growing region. China and India are adding CT, MRI, and PET scanners rapidly, increasing contrast and radiotracer use, and Japan has a mature nuclear medicine sector strengthened by GE HealthCare's acquisition of Nihon Medi-Physics in 2025. Research spending in China, Japan, South Korea, and Singapore supports optical reagent demand.

Latin America: This region comprised 4.40% (USD 1.21 billion) of the biologic imaging reagents market in 2025 and is projected to reach USD 2.77 billion by 2035, expanding at a CAGR of 8.61% from 2026 to 2035. Latin America is supported by expanding imaging capacity in Brazil, Mexico, Argentina, and Colombia, with private hospitals investing in CT and MRI. PET capacity is growing slowly, limited by cyclotron and isotope availability.

Middle East & Africa: This region represented 2.80% (USD 0.77 billion) of the biologic imaging reagents market share in 2025 and is projected to reach USD 1.76 billion by 2035, expanding at a CAGR of 8.61% from 2026 to 2035. The Middle East and Africa are supported by hospital investment in Saudi Arabia, the UAE and Qatar, including new PET and cyclotron facilities, while access in much of Africa remains limited.

Analyst View: Regional shares were built from imaging volumes, reagent use, and prices in each region. North America leads because of imaging intensity and research spending. We assign Asia Pacific the highest growth premium because imaging capacity and research are expanding fastest there.

Competitive Landscape

Top 10 Companies in the Biologic Imaging Reagents Market, 2025

Rank Company Name Market-Specific Revenue (USD Billion) 2025 Share Key Products / Business Headquarters
1 GE HealthCare 2.60 9.42% Contrast media and radiopharmaceuticals United States
2 Bayer 2.10 7.61% Radiology contrast agents Germany
3 Bracco 1.90 6.88% Contrast agents and nuclear medicine Italy
4 Lantheus 1.50 5.43% Pylarify, Definity and PET agents United States
5 Cardinal Health 1.30 4.71% Nuclear pharmacy radiopharmaceuticals United States
6 Thermo Fisher Scientific 1.20 4.35% Fluorescent probes and imaging reagents United States
7 Guerbet 0.90 3.26% Contrast agents France
8 Siemens Healthineers 0.60 2.17% PETNET radiopharmaceuticals Germany
9 Telix Pharmaceuticals 0.52 1.88% Illuccix and Gozellix PSMA PET agents Australia
10 Revvity 0.25 0.91% In vivo imaging reagents United States

Note: Company revenues and shares are 2025 estimates.

Sources: Company press releases, expert interviews, secondary sources, Towards Healthcare database and Towards Healthcare analysts.

GE HealthCare led the biologic imaging reagents market with an estimated 9.42% (USD 2.60 billion) of 2025 revenue, followed by Bayer at 7.61% (USD 2.10 billion) and Bracco at 6.88% (USD 1.90 billion). GE HealthCare leads through its Pharmaceutical Diagnostics business, which supplies iodinated and gadolinium contrast media and radiopharmaceuticals and was expanded by the acquisition of Nihon Medi-Physics. Bayer is a leading supplier of CT and MRI contrast agents, and Bracco offers contrast agents across CT, MRI, and ultrasound plus nuclear medicine products. Lantheus, Cardinal Health, Thermo Fisher Scientific, Guerbet, Siemens Healthineers, Telix Pharmaceuticals and Revvity compete through PSMA and other PET agents, nuclear pharmacy distribution, fluorescent probes, contrast agents, radiotracer manufacturing and in vivo imaging reagents. The top 10 companies accounted for an estimated 46.63% (USD 12.87 billion) of 2025 revenue, while the remaining 53.37% (USD 14.73 billion) was shared among radiopharmaceutical producers, research reagent suppliers and regional contrast agent makers. The biologic imaging reagents market is moderately concentrated, and competition targets clinical evidence and approvals, safety profiles, supply reliability of isotopes and contrast agents, pricing, distribution networks, and research reagent performance. Radiopharmaceutical capabilities are a key strategic focus, driving acquisitions.

Companies Ecosystem

The biologic imaging reagents ecosystem links isotope and chemical suppliers with reagent and radiopharmaceutical manufacturers, radiopharmacies and distributors, imaging equipment makers and clinical and research users.

Ecosystem Stage Role in the Market Key Companies
Isotopes & Raw Materials Supply medical isotopes, iodine, gadolinium and dyes Isotope producers, cyclotron operators, chemical suppliers
Reagent Manufacturers Produce contrast agents, radiotracers and optical probes GE HealthCare, Bayer, Bracco, Lantheus, Guerbet, Thermo Fisher
Radiopharmacies & Distribution Prepare and deliver short-lived radiotracers Cardinal Health, Siemens PETNET, regional radiopharmacies
Imaging Equipment Provide scanners that use reagents GE HealthCare, Siemens Healthineers, Philips, microscope makers
End Users Perform imaging and research Hospitals, imaging centers, pharma companies, research institutes

Sources: Company press releases, expert interviews, secondary sources, Towards Healthcare database and Towards Healthcareh analysts.

Towards Healthcare Companies Quadrant

The Towards Healthcare Companies Quadrant positions key participants in the biologic imaging reagents market by market strength, reflecting revenue scale, market share and geographic reach, and by innovation and growth strategy, reflecting product portfolio breadth, R&D intensity, and partnerships. Positions reflect each company's estimated 2025 imaging reagent revenue and our assessment of its pipeline, product approvals, and partnerships.

Sources: Company press releases, expert interviews, secondary sources, Towards Healthcare database and Towards Healthcare analysts.

Leaders: GE HealthCare, Bayer, Bracco, Lantheus and Thermo Fisher Scientific combine large imaging reagent revenue with broad contrast and radiopharmaceutical portfolios, new approvals and global reach.

Challengers: Cardinal Health has strong distribution or contrast positions but less pipeline innovation.

Innovators: Siemens Healthineers, Telix Pharmaceuticals and Revvity bring PET tracer manufacturing, targeted radiopharmaceuticals and optical imaging reagents.

Niche Players: Guerbet serves specific contrast agent segments.

Recent Developments

  • July 2025: Lantheus completed its acquisition of Life Molecular Imaging, adding amyloid and other PET imaging agents.
  • March 2025: GE HealthCare completed its acquisition of Nihon Medi-Physics, a leading radiopharmaceutical company in Japan.
  • March 2025: Telix Pharmaceuticals received US FDA approval for Gozellix, a PSMA PET imaging agent for prostate cancer.

Market Segments

By Product

  • Contrast Reagents
  • Radiopharmaceuticals
  • Optical Reagents

By Modality

  • X-ray & CT
  • Nuclear (PET & SPECT)
  • MRI
  • Optical
  • Ultrasound

By Application

  • In Vivo
  • In Vitro

By End Use

  • Hospitals & Diagnostic Imaging Centers
  • Life Science & Pharmaceutical Companies
  • Research & Academic Institutes
  • Diagnostic Laboratories

By Region

  • North America (U.S., Canada, Mexico)
  • Europe (Germany, U.K., France, Italy, Spain, Rest of Europe)
  • Asia Pacific (China, Japan, India, South Korea, Taiwan, Rest of Asia Pacific)
  • Latin America (Brazil, Argentina, Rest of Latin America)
  • Middle East & Africa (GCC, South Africa, Rest of MEA)

Research Methodology

The biologic imaging reagents market was defined as contrast agents, diagnostic radiopharmaceuticals, and optical imaging reagents for clinical and research imaging, worldwide. The 2025 base year was built bottom-up from imaging procedure volumes by modality and region, reagent use and prices, and research reagent consumption, and checked top-down against the imaging agent revenue of leading pharmaceutical diagnostics, radiopharmaceutical, and research reagent companies. Segment, regional, and company values were allocated from products, modalities, applications, end uses, and regional demand. Key estimates were verified by cross-checking company disclosures, regulatory and industry data, and published third-party estimates, and inputs that could not be reconciled were excluded. All segment, regional and company figures were reconciled to the same 2025 base year, and the 2026–2035 forecast, which applies a constant CAGR from the 2025 base, was recalculated and validated.

Analyst View: The biologic imaging reagents market grows with imaging volumes and research activity, with nuclear imaging as the main growth engine. Our estimate links demand to procedures, reagent use, and prices, so the forecast follows imaging capacity, new tracer approvals, and research spending. The main upside comes from targeted PET agents and theranostics, while the main risks are contrasting price pressure and isotope supply.

References

Meet the Team

Payal Rabde

Payal Rabde

Principal Consultant

Payal Rabde is a Healthcare Market Research Analyst at Towards Healthcare Research & Consulting with 4+ years of experience in pharmaceuticals, biotechnology, medical devices, and life sciences.

Learn more about Payal Rabde
Aditi Shivarkar

Aditi Shivarkar LinkedIn

Reviewed By

Aditi Shivarkar is a seasoned professional with over 14 years of experience in healthcare market research. As a content reviewer, Aditi ensures the quality and accuracy of all market insights and data presented by the research team.

Learn more about Aditi Shivarkar