Routine Blood Tests for Seniors: 9 Labs Worth Tracking

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Healthy Aging Lab Interpretation 2026 Update Patient-Friendly

If I had to pick nine recurring labs for older adults, I would track CBC, ferritin with transferrin saturation, vitamin B12, creatinine with eGFR, electrolytes, HbA1c, a lipid panel, a liver panel, and TSH. Most stable adults over 65 need these yearly; CKD, diabetes, anemia, or multiple medications often push some of them to every 3-6 months.

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  1. CBC: Hemoglobin below 12.0 g/dL in women or 13.0 g/dL in men deserves an explanation, not a shrug about aging.
  2. Ferritin: Ferritin below 30 ng/mL usually means low iron stores; 30-100 ng/mL can still hide deficiency if transferrin saturation is under 20%.
  3. Vitamin B12: B12 below 200 pg/mL is commonly deficient; 200-350 pg/mL is borderline, especially in metformin or acid-suppressant users.
  4. eGFR: An eGFR below 60 mL/min/1.73 m² for 3 months or more meets the definition of chronic kidney disease.
  5. Potassium: Potassium below 3.0 mmol/L or at or above 6.0 mmol/L can become urgent, particularly with kidney disease or heart medications.
  6. HbA1c: HbA1c of 5.7-6.4% signals prediabetes; 6.5% or higher on repeat testing supports diabetes.
  7. LDL cholesterol: LDL under 100 mg/dL is reasonable for many seniors, while under 70 mg/dL is often used after heart attack or stroke.
  8. Liver enzymes: ALT or AST more than 3 times the upper limit of normal deserves a medication review and liver workup.
  9. TSH: TSH above 10 mIU/L with a low free T4 usually warrants treatment; milder elevations often merit a recheck first.

Which routine blood tests for seniors matter most after 60?

The nine recurring labs I prioritize after age 60 are CBC, ferritin with transferrin saturation, vitamin B12, creatinine with eGFR, electrolytes, HbA1c, a lipid panel, a liver panel, and TSH. I'm Thomas Klein, MD, and most stable adults over 65 need these at least yearly; CKD, diabetes, anemia, or 5 or more daily medications usually shorten part of that schedule to every 3-6 months.

Overhead arrangement of nine recurring lab tests, pill organizer, and sample tubes for older-adult screening
Figure 1: A practical overview of the core recurring labs I prioritize in preventive care for older adults

As of April 17, 2026, the biggest mistake I see is not too little testing but the wrong testing cadence. In our review of more than 2 million uploaded reports across 127+ countries, trend beats one-off testing almost every time, and older adults can sort those patterns quickly with Kantesti AI.

A generic annual chemistry panel misses common older-adult problems. A standard panel often leaves out ferritin, vitamin B12, and thyroid screening, which is why fatigue, numb feet, and slow anemia drift get written off as aging.

When I review a borderline result, I care about context: thiazides change sodium, metformin changes B12, statins change liver enzymes, and levothyroxine changes TSH. Kantesti AI benchmarks those shifts against our clinical validation standards, because a 0.3-point HbA1c rise or a 7 mL/min eGFR drop can be clinically real long before it looks dramatic.

The practical way to use routine blood tests for seniors is to know which biomarker answers which question. Our biomarker guide maps more than 15,000 markers, but these nine are the recurring core I reach for most often in preventive care.

Why a CBC still earns a top spot in older adults

A CBC is the fastest way to screen for anemia, occult blood loss, infection patterns, and marrow stress. Hemoglobin below 12.0 g/dL in women or 13.0 g/dL in men meets anemia criteria, and age alone does not make those values normal.

Microscope-like view of red cell size variation and platelets that can explain anemia in older adults
Figure 2: CBC abnormalities often start with subtle shifts in cell size and variation before symptoms become obvious

The hemoglobin range by age and sex matters, but so does drift. A fall from 13.8 to 12.4 g/dL over a year is not reassuring just because both labs sit inside different reference bands.

The quiet clue is RDW. A high RDW above about 14.5% often shows up before full anemia, especially when iron deficiency and B12 deficiency overlap — something I see surprisingly often in adults taking metformin and acid suppressants.

MCV below 80 fL suggests microcytosis, while MCV above 100 fL suggests macrocytosis. A 74-year-old man I saw had hemoglobin 11.2 g/dL with a low-MCV pattern, and the real issue was chronic GI blood loss rather than old age anemia.

Platelets add another layer. A platelet count above roughly 450 ×10⁹/L can be reactive in iron deficiency or inflammation, whereas a falling platelet count alongside anemia makes me think more broadly about marrow disease, medications, or liver problems.

Typical Stable Range 12.0-17.5 g/dL Most older adults in this band are not anemic, but trend still matters.
Mild Anemia 10.0-11.9 g/dL Common with iron deficiency, CKD, chronic disease, or occult blood loss.
Moderate Anemia 8.0-9.9 g/dL Usually needs prompt workup and sometimes specialist review.
Severe/High Risk <8.0 g/dL Urgent evaluation; transfusion may be considered depending on symptoms and heart disease.

Ferritin and iron saturation: the anemia test many annual panels miss

Ferritin and transferrin saturation are the iron tests I would not skip in an older adult with fatigue, restless legs, hair thinning, or falling hemoglobin. Ferritin below 30 ng/mL usually signals depleted iron stores, and transferrin saturation below 20% strengthens the diagnosis even when ferritin looks borderline.

Ferritin-focused still life with iron-rich foods and a serum tube used in routine senior lab tracking
Figure 3: Iron studies need context: ferritin, saturation, diet, and inflammation all influence the read

Ferritin is the best single lab for iron stores, but it is also an acute-phase reactant. Our ferritin range guide explains why a ferritin of 45 ng/mL can still be too low when CRP is up or chronic disease is in the background.

Serum iron swings with meals and time of day, so a normal serum iron does not rescue a low ferritin. The more useful pair is ferritin plus transferrin saturation, and our TIBC and saturation explainer walks through that logic.

In postmenopausal women and in men, true iron deficiency is GI blood loss until proven otherwise. In my experience, calling it poor diet at age 72 is how ulcers, colon cancer, and aspirin-related bleeding get found late.

Treatment strategy matters more than patients are often told. Many older adults tolerate 40-65 mg elemental iron every other day better than several daily doses, and absorption can actually be better because hepcidin does not stay continuously elevated.

Likely Adequate Stores 30-150 ng/mL Iron stores are often adequate, though inflammation can mask deficiency.
Low / Likely Deficient 15-29 ng/mL Iron deficiency is very likely in most older adults.
Gray Zone 30-100 ng/mL Deficiency can still be present if saturation is under 20% or CRP is elevated.
High Ferritin >300 ng/mL Think inflammation, liver disease, iron overload, malignancy, or metabolic disease.

Vitamin B12 belongs on the short list, especially with metformin or PPIs

Vitamin B12 is one of the most missed routine blood tests for seniors because deficiency can damage nerves before it causes obvious anemia. B12 below 200 pg/mL is commonly deficient, while 200-350 pg/mL is a gray zone that often needs symptom-based follow-up.

Cellular illustration of vitamin B12 activity near nerve myelin and red cell precursors in older adults
Figure 4: B12 deficiency is not only a blood problem; nerve symptoms can appear before anemia does

The borderline zone is where a lot of people get lost. Our vitamin B12 interpretation guide explains why a value of 228 pg/mL may matter more than a seemingly lower-risk result if the patient also has numb feet, memory changes, or rising MCV.

Metformin, proton pump inhibitors, chronic gastritis, gastric surgery, and very low animal-food intake all raise risk. I have seen older adults with burning feet and balance trouble whose CBC stayed nearly normal while B12 quietly drifted from 410 to 240 pg/mL over two years.

If B12 sits in the gray zone, methylmalonic acid or sometimes homocysteine helps sort out whether tissue deficiency is real. Macrocytosis is helpful when present, but its absence does not rule B12 deficiency out.

Typical Adequate Range 350-900 pg/mL Deficiency is less likely if symptoms and CBC are unremarkable.
Borderline 200-349 pg/mL Symptoms, MCV, and methylmalonic acid can change interpretation.
Low 150-199 pg/mL Deficiency is likely and follow-up is usually warranted.
Severely Low <150 pg/mL Higher risk of neurologic and hematologic consequences.

Creatinine with eGFR: the kidney marker that changes medication decisions

Kidney screening in older adults should center on creatinine plus eGFR, not creatinine alone. An eGFR below 60 mL/min/1.73 m² for at least 3 months meets chronic kidney disease criteria, and frailty can hide risk by lowering creatinine production.

Detailed kidney cross-section showing nephrons and filtration structures relevant to routine blood tests in seniors
Figure 5: Creatinine only tells part of the story; eGFR and trend reveal the clinically useful kidney picture

An apparently normal creatinine can be misleading in a thin older adult with low muscle mass. Our eGFR guide is a good reminder that a creatinine of 0.8 mg/dL can coexist with an eGFR of 56, which changes dosing for metformin, gabapentin, several antibiotics, and contrast studies.

Trend beats color-coding here. I regularly see a person move from 78 to 63 mL/min/1.73 m² over 18 months while every individual report still looks acceptable, and our blood test trend guide is built around exactly that problem.

After starting an ACE inhibitor or ARB, creatinine can rise by up to about 30% and still be acceptable if potassium stays safe and the value stabilizes. That is one of those places where context matters much more than a red arrow on the lab portal.

Typical/Preserved ≥90 mL/min/1.73 m² Filtering is generally preserved if urine findings are also stable.
Mild Reduction 60-89 mL/min/1.73 m² Common with aging, but persistent decline still deserves trend review.
Moderate Reduction 45-59 mL/min/1.73 m² Medication dosing and CKD risk discussions become more relevant.
High Risk / Lower Reserve <45 mL/min/1.73 m² Closer follow-up is usually needed; values under 30 often change management substantially.

When cystatin C adds value

Cystatin C is not part of my core nine, but I use it when creatinine does not fit the clinical picture. In a frail adult with little muscle, or in a very muscular older patient, cystatin C can clarify whether an eGFR estimate is falsely reassuring or falsely low.

Electrolytes: sodium, potassium, and CO2 that affect falls, rhythm, and frailty

The electrolyte numbers that matter most in seniors are sodium, potassium, and bicarbonate. Normal ranges are usually sodium 135-145 mmol/L, potassium 3.5-5.0 mmol/L, and CO2 22-29 mmol/L, but medication effects make the normal label less reassuring than most people think.

Clinical chemistry analyzer for sodium and potassium testing used in routine blood tests for seniors
Figure 6: Electrolyte testing is often where diuretics, dehydration, and kidney disease first show up

Older adults on thiazides, loop diuretics, SSRIs, laxatives, ACE inhibitors, or spironolactone need this panel more often than the average patient. Our electrolyte guide covers the common patterns, but the short version is simple: drugs move these numbers a lot.

Sodium below 130 mmol/L often causes more than fatigue. I see gait instability, confusion, and falls well before patients look overtly ill, particularly in smaller older women on thiazide diuretics.

Potassium below 3.0 mmol/L or at or above 6.0 mmol/L can become urgent. Before panicking over a high potassium, check whether the sample hemolyzed — one of the most common false alarms in outpatient medicine.

Low bicarbonate matters too. A CO2 of 21 mmol/L in a person with CKD may point to chronic metabolic acidosis, and persistently low values can contribute to muscle wasting and bone loss over time.

Typical Potassium Range 3.5-5.0 mmol/L Usually safe if kidney function and medication use are stable.
Mild Abnormality 3.0-3.4 or 5.1-5.4 mmol/L Often medication-related; repeat testing and review are common.
Moderate Abnormality 2.5-2.9 or 5.5-5.9 mmol/L Needs timely follow-up, especially with CKD or heart disease.
Critical/High Risk <2.5 or ≥6.0 mmol/L May cause dangerous rhythm problems and can require urgent care.

HbA1c for diabetes and prediabetes — useful, but not perfect in older blood

HbA1c below 5.7% is normal, 5.7-6.4% signals prediabetes, and 6.5% or higher on repeat testing supports diabetes. The current ADA standards still use those cutoffs, but older adults give us more false reassurance than younger patients because red cell turnover changes.

Older adult lab sample being processed for HbA1c, a core part of routine blood tests for seniors
Figure 7: HbA1c is central for diabetes screening, but interpretation changes when anemia or CKD is present

A1c remains one of the best long-view markers we have, and our HbA1c range guide sets out the usual thresholds clearly. In screening, I pay as much attention to a move from 5.6% to 6.1% as I do to an isolated mildly abnormal reading.

An A1c of 6.5% crosses the diagnostic threshold, but context still matters. Iron deficiency can falsely raise HbA1c, while hemolysis, recent blood loss, transfusion, and advanced CKD can make it look lower than true glucose exposure.

Treatment targets are not one-size-fits-all in seniors. A healthy 68-year-old might aim near 7.0%, while a frail 88-year-old with falls or hypoglycemia risk may be safer around 7.5-8.0% — one of those areas where guidelines and real life do not line up perfectly.

I also worry when fasting glucose looks fine but HbA1c keeps rising. That mismatch often means the real problem is post-meal glucose spikes, steroid exposure, or declining physical activity rather than a bad overnight number.

Normal 4.0-5.6% Diabetes is unlikely if glucose symptoms and fasting levels are also reassuring.
Prediabetes 5.7-6.4% Cardiometabolic risk is rising and lifestyle or medication review is reasonable.
Diabetes Range 6.5-8.9% Supports diabetes on repeat testing or with corroborating glucose data.
Markedly High ≥9.0% Higher risk of symptoms and complications; medication adjustment is often needed.

Lipid panel: heart-risk tracking that should change with age, not stop with age

A lipid panel tracks LDL, HDL, triglycerides, and usually non-HDL cholesterol. For many older adults, the most actionable number is LDL, but the target should match vascular risk, frailty, and life expectancy rather than a one-size-fits-all rule.

Educational comparison of artery health and lipid buildup linked to routine blood tests for seniors
Figure 8: The lipid panel matters because cholesterol risk depends on the artery, not just the lab flag

A good starting point is the full lipid panel interpretation guide. LDL under 100 mg/dL is reasonable for many seniors, while the bar often moves lower in secondary prevention.

Our LDL risk-range explainer walks through the usual cutoffs. In practice, LDL under 70 mg/dL is commonly used after heart attack, stroke, or known vascular disease, and triglycerides above 500 mg/dL raise pancreatitis risk enough that I do not ignore them.

In adults over 75, the question is not only how high the LDL is. At our platform, we pay attention to sudden LDL rise, falling albumin, and unintentional weight loss together, because that cluster tells a very different story from stable lifelong moderate cholesterol.

Non-HDL cholesterol is often the underrated number. Its goal is usually about 30 mg/dL higher than the LDL goal, and in patients with high triglycerides it can reflect risk more cleanly than LDL alone.

Optimal for Many Seniors <100 mg/dL Reasonable for many older adults; some very high-risk patients aim for under 70 mg/dL.
Borderline Elevated 100-129 mg/dL May respond to diet, activity, and risk-based medication decisions.
High 130-159 mg/dL Stronger case for treatment if diabetes, CKD, or vascular disease is present.
Very High ≥160 mg/dL Usually warrants active risk reduction unless frailty or goals of care argue otherwise.

Liver panel: the best routine check on medication burden and fatty liver patterns

A liver panel is worth tracking in seniors because medications, fatty liver, biliary disease, alcohol, and frailty can all move the numbers. ALT and AST are often normal below about 35-40 U/L, but pattern matters far more than a single isolated value.

Watercolor-style liver anatomy with bile ducts illustrating a key part of routine blood tests for seniors
Figure 9: Liver enzymes work best as a pattern: hepatocellular injury, cholestasis, and nutrition clues look different

Start with the pattern. Our liver function guide helps separate hepatocellular enzyme elevation from cholestatic changes such as rising ALP and GGT.

AST can rise from muscle injury after a fall, heavy yard work, or a new exercise program. An AST/ALT ratio above 2 can suggest alcohol-related injury, yet I would never diagnose from the ratio alone.

GGT is the lab I use when the story feels incomplete. A high GGT with rising ALP makes me think cholestasis or medication effect, whereas mild isolated ALT elevation with obesity more often suggests fatty liver.

Statins rarely cause severe liver injury, and routine monthly liver checks are usually overkill. What does concern me is ALT or AST more than 3 times the upper limit of normal, a new bilirubin rise, or a falling albumin in someone who is losing weight.

Typical ALT Range 7-35 U/L Often reassuring, though muscle and liver context still matter.
Mild Elevation 36-80 U/L Common with fatty liver, medications, recent illness, or alcohol exposure.
Moderate Elevation 81-200 U/L Needs structured review of medicines, alcohol, viral causes, and imaging history.
Markedly High >200 U/L More urgent evaluation is warranted, especially with symptoms or bilirubin rise.

TSH with reflex free T4: small numbers, big impact on heart rhythm and energy

TSH is the best starting test for thyroid screening in older adults. Most labs use a reference range near 0.4-4.0 mIU/L, though some European labs accept a slightly higher upper limit in the very old, which is why the number needs context.

Older adult thyroid-testing journey with medication and sample collection relevant to routine blood tests for seniors
Figure 10: TSH interpretation changes with age, symptoms, medication timing, and assay interference

The high TSH guide explains the usual next steps well. In general, TSH above 10 mIU/L with a low free T4 usually supports treatment, while a mild elevation around 4.5-6.9 often deserves a repeat before long-term medication changes.

Overtreatment is the bigger danger I see in practice. A TSH suppressed below 0.4 mIU/L in a 78-year-old on levothyroxine increases the odds of atrial fibrillation and bone loss, so I am usually more cautious about pushing TSH too low than leaving it mildly high.

One surprisingly common lab trap is supplement interference. Biotin use before thyroid testing at 5,000-10,000 mcg daily can distort certain immunoassays, so many clinicians ask patients to stop it for 48-72 hours before bloodwork.

At Kantesti, Thomas Klein, MD, and Sarah Mitchell, MD, PhD still manually review outlier thyroid patterns with our Medical Advisory Board. Fatigue plus mild TSH drift is common; weight loss, tremor, and a TSH of 0.05 are a very different conversation.

Typical Reference Range 0.4-4.0 mIU/L Often euthyroid if free T4 and symptoms are also consistent.
Mildly High 4.1-6.9 mIU/L Often rechecked first, especially if free T4 is normal and symptoms are minimal.
Moderately High 7.0-10.0 mIU/L Closer follow-up is common; treatment depends on symptoms, antibodies, and free T4.
High / More Concerning >10.0 mIU/L Usually warrants stronger consideration of treatment, particularly with low free T4.

Essential blood tests for women and men: what changes, what does not, and how often to repeat

The most important blood tests for health in later life are mostly the same for both sexes, so essential blood tests for women and essential blood tests for men share the same core nine. What changes are the add-ons: fracture risk, urinary symptoms, family history, medication burden, and how quickly the core labs are moving.

Hands organizing pill box, water, and lab paperwork to plan routine blood tests for seniors at home
Figure 11: The core labs are similar for men and women; the big practical differences are follow-up timing and add-on tests

For older women, iron deficiency after menopause deserves a lower threshold for GI evaluation. If you want broader symptom context around menopause and aging, our women's health guide is a useful companion.

For older men, the same core nine still matter more than an enormous hormone panel. I discuss PSA selectively — usually when life expectancy is over 10 years and the patient actually wants to act on the result — and our guide to blood tests for men over 50 explains that tradeoff.

Frequency depends less on birthdays and more on disease burden and medication count. Stable seniors on few medicines can often repeat core labs every 12 months, while CKD, diabetes, thyroid treatment, diuretics, or metformin often justify every 3-6 months; fasting rules are simpler than most people think, and water is fine.

The add-ons I reserve for selected patients are vitamin D, calcium/PTH, PSA, CRP, folate, and sometimes NT-proBNP. They are not wrong tests; they are just not universal routine blood tests for seniors.

If your results live in different portals or as phone photos, our guide to uploading a lab PDF safely helps you standardize them. And if you want a quick first pass before your appointment, try the free blood test interpretation demo.

Urgent thresholds older adults should not ignore

Potassium at or above 6.0 mmol/L, sodium at or below 125 mmol/L, hemoglobin under 8 g/dL, or AST/ALT more than 3 times the upper limit of normal with jaundice deserves same-day advice. Black stools, fainting, confusion, chest pain, or shortness of breath matter even more than the lab itself.

Research publications and deeper reading

Two recent Kantesti references are especially useful if you want deeper reading on iron studies and urinalysis — the two areas that most often confuse otherwise careful screening. They are not substitutes for clinical judgment, but they are practical references I actually use when teaching patients and junior clinicians.

Laboratory still life of iron-study reagents and urinalysis tools supporting routine blood tests for seniors
Figure 12: Supplemental references that help with ferritin interpretation and urine-marker context alongside senior bloodwork

Klein, T. (2026). Urobilinogen in Urine Test: Complete Urinalysis Guide 2026. Zenodo. https://doi.org/10.5281/zenodo.18226379. Also available via ResearchGate and Academia.edu.

Klein, T. (2026). Iron Studies Guide: TIBC, Iron Saturation & Binding Capacity. Zenodo. https://doi.org/10.5281/zenodo.18248745. Also available via ResearchGate and Academia.edu.

We keep clinician-reviewed updates in the Kantesti blog, and as of April 17, 2026 we are still revising range notes when new guideline statements materially change interpretation. That is especially true for thyroid cutoffs in the very old, frailty-adjusted diabetes targets, and kidney estimates in low-muscle-mass adults.

Frequently Asked Questions

What blood tests should seniors get every year?

Most adults over 65 benefit from yearly CBC, ferritin with iron saturation, vitamin B12, creatinine with eGFR, sodium/potassium/CO2, HbA1c, lipid panel, liver panel, and TSH. People with CKD, diabetes, anemia treatment, thyroid medication, or 5 or more daily medicines often need some of these every 3-6 months instead of yearly. The goal is not a giant panel; it is repeated testing of the markers most likely to change management.

How often should seniors repeat kidney and electrolyte labs?

Seniors taking diuretics, ACE inhibitors, ARBs, spironolactone, or SGLT2 inhibitors often need creatinine/eGFR and electrolytes checked 1-4 weeks after a medication change, then every 3-6 months if stable. An eGFR below 60 mL/min/1.73 m², sodium below 135 mmol/L, or potassium above 5.0 mmol/L usually justifies closer follow-up. Potassium at or above 6.0 mmol/L or sodium at or below 125 mmol/L can require same-day medical assessment.

Are essential blood tests for women over 65 different from essential blood tests for men?

The core recurring labs are mostly the same for both sexes: CBC, iron studies, B12, kidney function, electrolytes, HbA1c, lipids, liver enzymes, and TSH. The difference is in the add-ons. Postmenopausal women with iron deficiency need a lower threshold for GI evaluation, while men may discuss PSA selectively if life expectancy is over 10 years and they want shared decision-making.

Is vitamin D one of the most important blood tests for health in seniors?

Vitamin D is useful, but I do not place it in the universal core nine for every older adult. I check it more readily in people with osteoporosis, frequent falls, malabsorption, chronic kidney disease, or minimal sun exposure. A 25-hydroxy vitamin D level below 20 ng/mL is deficient in most guidelines, while 20-30 ng/mL is often called insufficient.

Can anemia or kidney disease make HbA1c less accurate in seniors?

Yes. Iron deficiency can falsely raise HbA1c, while hemolysis, recent blood loss, transfusion, and advanced CKD can make HbA1c look lower or otherwise less reliable than actual glucose exposure. When hemoglobin is low or eGFR is markedly reduced, I often pair HbA1c with fasting glucose, home glucose data, or continuous glucose monitoring.

When should an older adult worry about a routine blood test result?

Urgent follow-up is more likely when potassium is 6.0 mmol/L or higher, sodium is 125 mmol/L or lower, hemoglobin is under 8 g/dL, glucose is severely elevated with symptoms, or liver enzymes rise more than 3 times the upper limit of normal with jaundice. A single mildly abnormal result is usually less concerning than a clear trend over weeks to months. Chest pain, shortness of breath, confusion, fainting, black stools, or new weakness always outrank the lab number and deserve prompt care.

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📚 Referenced Research Publications

1

Klein, T., Mitchell, S., & Weber, H. (2026). Urobilinogen in Urine Test: Complete Urinalysis Guide 2026. Kantesti AI Medical Research.

2

Klein, T., Mitchell, S., & Weber, H. (2026). Iron Studies Guide: TIBC, Iron Saturation & Binding Capacity. Kantesti AI Medical Research.

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By Prof. Dr. Thomas Klein

Dr. Thomas Klein is a board-certified clinical hematologist serving as Chief Medical Officer at Kantesti AI. With over 15 years of experience in laboratory medicine and a deep expertise in AI-assisted diagnostics, Dr. Klein bridges the gap between cutting-edge technology and clinical practice. His research focuses on biomarker analysis, clinical decision support systems, and population-specific reference range optimization. As CMO, he leads the triple-blind validation studies that ensure Kantesti's AI achieves 98.7% accuracy across 1 million+ validated test cases from 197 countries.

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