Pathologists

Diagnose infections, such as Hepatitis B and Acquired Immune Deficiency Syndrome (AIDS), by conducting tests to detect the antibodies that patients' immune systems make to fight such infections.

AI: Fully automatable - Automated immunoassay platforms combined with AI-driven result interpretation and laboratory information systems already perform routine serologic testing end‑to‑end in many settings.

Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.

AI: Fully automatable - Sequencing, cytogenetics workflows and bioinformatics pipelines are highly automated and AI tools now perform variant calling and routine interpretation sufficient to carry out many genetic analyses without continuous human intervention.

Examine microscopic samples to identify diseases or other abnormalities.

AI: Partial - AI image-analysis tools can detect many microscopic abnormalities and meaningfully assist pathologists, but comprehensive diagnostic interpretation, integration with clinical context, and handling of edge cases still require human pathologist oversight.

Diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, or molecular biology.

AI: Partial - AI can analyze digital images and molecular data to support diagnoses across many modalities but cannot perform hands‑on specimen processing, account for all clinical nuance, or legally replace a pathologist in complex cases as of 2025.

Write pathology reports summarizing analyses, results, and conclusions.

AI: Partial - AI can draft and populate pathology reports from structured inputs and findings for routine cases, but human review and sign‑out remain required for accuracy, context, and liability.

Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.

AI: Partial - AI can assist with literature synthesis and pattern recognition to suggest etiology, pathogenesis, and morphological correlations, but comprehensive causal inference and clinical significance judgments still require expert human interpretation.

Analyze and interpret results from tests such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (FNAs), and polymerase chain reactions (PCRs).

AI: Partial - AI can interpret many standardized laboratory and molecular outputs (and analyze cytology images) to a high degree, but wet‑lab processing, atypical presentations, and integrated clinical decision making require human oversight.

Communicate pathologic findings to surgeons or other physicians.

AI: Partial - AI can generate concise summaries and talking points for communicating findings, yet real‑time interdisciplinary discussion, clarification, and responsibility for clinical decisions still rest with physicians.

Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.

AI: Partial - AI can rapidly scan and summarize current literature and flag relevant developments, but active professional networking, critical appraisal in context, and participation in conferences remain human activities.

Consult with physicians about ordering and interpreting tests or providing treatments.

AI: Partial - AI can provide recommendations on test selection and interpretive guidance, but final consultative judgments about patient management and test ordering require clinician responsibility and nuanced clinical context.

Plan and supervise the work of the pathology staff, residents or visiting pathologists.

AI: Partial - AI can assist with planning, workload optimization, training materials, and performance monitoring, but leadership, supervisory decisions, personnel management, and accreditation responsibilities cannot be fully automated.

Review cases by analyzing autopsies, laboratory findings, or case investigation reports.

AI: Partial - AI can help review digital data, correlate lab findings, and flag unusual cases, but conducting autopsies, integrating complex case contexts, and issuing final determinations still need human pathologist involvement.

Educate physicians, students, and other personnel in medical laboratory professions such as medical technology, cytotechnology, or histotechnology.

AI: Partial - AI can produce curricula, teach theoretical material, and simulate cases for learners, but hands‑on technical training, mentorship, assessment, and professional development require human educators.

Manage medical laboratories.

AI: Partial - AI can automate inventory, QA, workflow optimization, and reporting in medical laboratories but cannot fully replace human leadership, regulatory decision‑making, and personnel management.

Develop or adopt new tests or instruments to improve diagnosis of diseases.

AI: Partial - AI can assist with assay design, simulation, data analysis, and literature synthesis, but development, engineering, clinical validation, and regulatory adoption of new tests/instruments require substantial human oversight and expertise.

Conduct research and present scientific findings.

AI: Partial - AI can analyze data, run simulations, and draft papers or presentations, but it cannot independently design and execute wet‑lab experiments, take responsibility for study conduct, or lead research without human oversight.

Obtain specimens by performing procedures such as biopsies or fine need aspirations (FNAs) of superficial nodules.

AI: Not automatable - Obtaining biopsy specimens and performing FNAs are hands‑on, tactile clinical procedures requiring manual skill and immediate clinical judgment that AI cannot autonomously perform as of 2025.

Perform autopsies to determine causes of deaths.

AI: Not automatable - Autopsies involve hands‑on dissections, tissue handling, and medico‑legal responsibilities that cannot be carried out autonomously by AI systems in 2025.

Testify in depositions or trials as an expert witness.

AI: Not automatable - AI can prepare reports and rehearse testimony, but it cannot serve as an authorized, accountable expert witness in legal proceedings or exercise the required professional judgment and testimony in court.