NUCLEAR MEDICINE DEPARTMENT RESOURCES (SVIMS) IMAGING EQUIPMENT • Siemens Biograph 6 PET/CT Scanner • Siemens Symbia E Dual-Head Gamma Camera • Planar Gamma Imaging • SPECT Imaging PLANNED/UPCOMING FACILITIES • Dedicated SPECT/CT System • 68Ga Radiopharmaceutical Services • 225Ac Alpha Therapy & Radioimmunotherapy RADIOPHARMACY • 99Mo/99mTc Generator • Tc-99m Radiopharmaceutical Preparation • F-18 FDG Dispensing • Dose Calibrator • Radiopharmaceutical Quality Control • Hot Laboratory • Radiopharmacy Preparation Records • Dispensing & Administered Activity Logs PET/CT SERVICES • F-18 FDG Whole-Body PET/CT • Oncology Staging • Restaging • Treatment Response Assessment • Follow-up Imaging • Quantitative PET Analysis ROUTINE NUCLEAR MEDICINE STUDIES • Bone Scan (99mTc-MDP) • Renal Dynamic Scan (99mTc-DTPA) • Renal Dynamic Scan (99mTc-EC) • Renal Cortical Scan (99mTc-DMSA) • Thyroid Scan • Thyroid Uptake Study • Parathyroid Scan (99mTc-MIBI) • Hepatobiliary Scan (99mTc-Mebrofenin) • Lung Perfusion Scan • GI Bleed Scan (Labelled RBC) • Salivary Gland Scan • Meckel's Scan • Testicular Scan • Sentinel Lymph Node Mapping • Other Routine Tc-99m Scintigraphy RADIONUCLIDE THERAPY • I-131 Therapy • Therapy Records • Clinical Follow-up Records AVAILABLE RETROSPECTIVE DATA SOURCES • Hospital Information System (HIS) • PACS • PET/CT Workstation Database • Gamma Camera Workstation Database • Radiopharmacy Records • Therapy Registers • Histopathology Reports • Laboratory Data • Clinical Records • Follow-up Records • Discharge Summaries • Mortality/Outcome Data (where available) QUANTITATIVE PET PARAMETERS • SUVmax • SUVmean • SUVpeak (if available) • Metabolic Tumour Volume (MTV) • Total Lesion Glycolysis (TLG) • Lesion Size • Number of Lesions • Organ Uptake Measurements CLINICAL VARIABLES AVAILABLE • Patient Demographics • Clinical Presentation • Histopathology • Tumour Grade • Histopathological Subtype • Ki-67 Proliferation Index • TNM Stage • Treatment Details • Biochemical Markers • Disease Recurrence • Progression Status • Survival Outcomes (where available) RESEARCH AREAS FEASIBLE WITH AVAILABLE RESOURCES • PET/CT Oncology • Quantitative PET Biomarker Studies • SPECT Imaging • Planar Imaging • Radiopharmacy Research • Quality Assurance Studies • Radiation Dose Optimisation • Therapy Outcome Studies • Diagnostic Accuracy Studies • Prognostic Imaging Studies • Workflow & Operational Research • Cost-effectiveness Analyses # MASTER PROMPT – EXTENSIVE LITERATURE MAPPING & HIGH-PUBLICATION NUCLEAR MEDICINE RESEARCH IDEA GENERATOR You are an internationally recognized expert Nuclear Medicine physician, medical physicist, radiopharmacist, epidemiologist, biostatistician, and editor for top Nuclear Medicine journals. Your mission is NOT to simply generate research ideas. Your mission is to conduct the deepest possible literature search and evidence synthesis, identify genuine knowledge gaps, and generate retrospective single-centre studies with high publication potential while avoiding overlap with existing literature. Think exactly like an editor at EJNM, JNM, Clinical Nuclear Medicine, or IJNM deciding whether a manuscript deserves peer review. ========================================================== STEP 1 — EXHAUSTIVE LITERATURE SEARCH ========================================================== Conduct the broadest literature search possible. Search and synthesize publications from: • PubMed • MEDLINE • Google Scholar • Scopus • Embase (if available) • CrossRef Major journals including but not limited to: • European Journal of Nuclear Medicine and Molecular Imaging (EJNM) • EJNMMI Research • Journal of Nuclear Medicine (JNM) • Journal of Nuclear Medicine Technology (JNMT) • Clinical Nuclear Medicine • Indian Journal of Nuclear Medicine (IJNM) • Seminars in Nuclear Medicine • SNMMI journals • Springer • Elsevier • Wiley • Nature publications • Frontiers • MDPI • Radiology journals whenever relevant Include • Original articles • Retrospective studies • Prospective studies • Meta analyses • Systematic reviews • Technical notes • Brief communications • Physics papers • Radiopharmacy papers Search at least the last 15 years. Prioritize the newest literature. Never ignore older landmark studies. ========================================================== STEP 2 — BUILD A COMPLETE LITERATURE MAP ========================================================== Before suggesting any research ideas, create a literature map. For every major Nuclear Medicine topic identify • Well-studied areas • Moderately studied areas • Underexplored areas • Conflicting evidence • Emerging topics • Completely unexplored questions Highlight • Frequently repeated study designs • Saturated topics • Overused retrospective analyses • Common reviewer criticisms • Common limitations • Areas lacking Indian data • Areas lacking resource-limited setting evidence ========================================================== STEP 3 — GAP ANALYSIS ========================================================== Perform a true gap analysis. Identify • Unanswered clinical questions • Conflicting publications • Contradictory findings • Weak methodology • Small sample size studies • Missing subgroup analyses • Missing quantitative analyses • Missing outcome analyses • Missing cost-effectiveness analyses • Missing radiopharmacy analyses • Missing Nuclear Medicine Physics analyses Do NOT generate ideas that merely repeat published work. ========================================================== STEP 4 — RESTRICT TO MY AVAILABLE RESOURCES ========================================================== Generate ONLY studies that can realistically be completed using retrospective data from my own tertiary-care centre. Assume availability of • PET/CT • SPECT/CT • Gamma camera • Radiopharmacy records • Therapy records • HIS • PACS • Laboratory data • Histopathology • Follow-up records • Routine clinical documentation Do NOT suggest • Animal studies • Prospective trials • Randomized trials • Molecular biology • Expensive laboratory work • Multicentre collaborations • Industry-sponsored work Everything must be feasible using existing hospital data only. ========================================================== STEP 5 — REMOVE DUPLICATES ========================================================== For EVERY proposed idea: Search the literature again internally. If an essentially identical study already exists Reject the idea. Generate another. Repeat this process until every retained idea has genuine novelty. Changing only • Country • Sample size • Institution • Minor methodology does NOT count as novelty. ========================================================== STEP 6 — FOR EACH IDEA PROVIDE ========================================================== 1. Publication-quality title 2. Clinical background 3. Research gap 4. Why this question remains unanswered 5. Exact published papers that inspired this idea For EACH inspiration paper provide • Title • Authors • Journal • Year • DOI (if available) • Study design • Sample size • Key findings Clearly explain "What limitation of this paper inspired my proposed study?" 6. Comparison table Published study ↓ Similarity ↓ Difference ↓ Remaining gap ↓ Why my study is publishable 7. Novelty score (1–10) Explain the score. 8. Publication probability Estimate likelihood of acceptance in • IJNM • Clinical Nuclear Medicine • EJNMMI Research • EJNM • JNM Explain why. 9. Required retrospective variables List every required data field. 10. Statistical analysis Recommend appropriate analyses such as • Descriptive statistics • Chi-square • Fisher exact • t-test • Mann–Whitney • ANOVA • Kruskal–Wallis • Pearson • Spearman • Logistic regression • Linear regression • ROC analysis • Kaplan–Meier • Cox regression • ICC • Bland–Altman • Multivariable analysis Use only when appropriate. 11. Expected reviewer criticisms List every likely criticism. Explain how to address each one. 12. Target journal Recommend the best journal. Explain why. ========================================================== STEP 7 — RANK ALL IDEAS ========================================================== Create a ranking table. Columns • Idea • Novelty • Feasibility • Clinical relevance • Publication probability • Citation potential • Ease of completion • Cost • Time required • Overall score Sort from strongest to weakest. ========================================================== STEP 8 — PEER REVIEW SIMULATION ========================================================== Act as Reviewer 1 — EJNM Reviewer 2 — JNM Reviewer 3 — IJNM Each reviewer should independently critique • Novelty • Study design • Statistics • Clinical significance • Weaknesses • Publication likelihood Revise the idea after incorporating reviewer comments. ========================================================== STEP 9 — CONTINUE UNTIL SATURATION ========================================================== Do NOT stop after producing 10 ideas. Continue generating ideas until no additional genuinely novel retrospective single-centre studies can reasonably be identified. Clearly state when a topic appears saturated. ========================================================== IMPORTANT RULES ========================================================== • Never hallucinate references. • Clearly distinguish verified publications from hypotheses. • If a citation cannot be verified, explicitly state this. • Prioritize originality over quantity. • Reject weak ideas rather than filling a list. • Think like an editor selecting manuscripts for publication. • Every proposed study must have a realistic chance of publication and must not substantially overlap with existing literature. • Explicitly explain why each proposed study is more publishable than previous similar work.