Bibliographic record
Abstract
Abdominal aortic aneurysm (AAA) ABC.See Aneurysmal bone cyst (ABC) Abdomen, anatomy of adrenal glands 105-106 biliary system 90-92 bowel, vascularization of 98-100 gallbladder 92-93, 94 gastrointestinal system 96-100 hepato-biliary system and pancreas 86-93 inframesocolic compartment 104 ligaments 101 limbs and joints 123-128 liver 86-90 mesentery 101, 102 omentum 101, 103 pancreas 93-95 peritoneal compartments 101, 103 peritoneum 101 retroperitoneum 106-108 spleen 100-101 supramesocolic compartment 103-104 urinary system 104-105 Abdominal aortic aneurysm (AAA) 298-301, 304 Abnormal bronchus 76 Absorbed photon energy 23 ACC.See Adenoid cystic carcinoma (ACC) ACCIPIO® 832 ACCs.See Adrenocortical carcinomas (ACCs) Accurate attenuation correction 48 Acetabulum 123 Acetazolamide 168 Achalasia 385 ACM.See Alveolar-capillary membrane (ACM) Acoustic impedance 43 Acquired immune deficiency syndrome (AIDS) 443 Acquisition system CT 31, 32 PET 35-36 on SPECT-CT 21 Acute aortic dissection 274, 301 Acute calculous cholecystitis 469 Acute cerebral infarction 166-167 Acute cholecystitis 690-691 Acute coronary syndromes 257 Acute pulmonary embolus 680-681 Acute rejection, renal transplant and 526, 527 Acute tubular necrosis (ATN) 526-528, 679 AD.See Alzheimer's disease (AD); Aortic dissection (AD) ADC.See Apparent diffusion coefficient (ADC) Adenocarcinoma 407, 408 Adenoid cystic carcinoma (ACC) 224, 228 Adenomas 429 Adenomatous polyposis coli (APC) gene 441 Adrenal adenomas 498-499 Adrenal cysts 500 Adrenal glands 105-106 ACCs 501 adenomas 498-499 adrenal incidentaloma 497-498 anatomy of 497 correlative 498-499 cysts 500 hemorrhage 499-500 lymphomas 502 metastases 502, 503 myelolipomas 498 pheochromocytomas 500-503 Adrenal hemorrhage 499-500 Adrenal incidentaloma 497-498 Adrenal lymphoma 502 Adrenal metastases 502, 503 Adrenal myelolipomas 498 Adrenocortical carcinomas (ACCs) 498, 501 AEFs.See Aortoenteric fistulas (AEFs) Affine transformation 32 AI.See Artificial intelligence (AI) AIDS.See Acquired immune deficiency syndrome (AIDS) Alanine-serine-cysteine transporter 2 (ASCT2) 539 Alar fascia 61, 67 Alberta Stroke Program Early CT Score (ASPECTS) 166 ALND.See Axillary lymph node dissection (ALND) Alveolar-capillary membrane (ACM) 315 Alzheimer's disease (AD) 143, 164, 165 amyloid PET imaging 173 biomarker 172 diagnosis of 171 early-onset patients 172, 173 late-onset patients 173 medial temporal atrophy in 173 MRI, SPECT, and PET 172-174 parietotemporal cortex in 172-173 posterior cingulate gyrus and precuneus 172 preclinical 172 Amide proton transfer (APT) 198 Amiloyd imaging 143-144 Amino acid tracers 141, 199-207 FDOPA PET 202 FET PET 201-202, 206, 207 FLT PET 203 FMISO PET 203-204 MET PET 200 Amiodarone induced thyrotoxicosis (AIT) [Type I, II, and III] 487 Ammonia-13 259, 265 Amplitude (A-mode) 45 Amyloid b (Ab) accumulation 164, 165 Amyloidosis, cardiac 271-272 Amyloid PET imaging 173 Anaerobic glycolysis 2 Anal cancer 437-439 Analog SiPM (aSiPM) 39 Index Analytical methods 38 Anaplastic gliomas 208 Anatomical imaging modalities 30 Anatomic staging, for breast cancer 365 Anatomy and variants, on cross-sectional imaging 52 Anatomy of brain 53 basal ganglia 57-58 cerebral cortex 55-57 CNS anatomy of coverings of 54 compartments and structures of 54 cranial nerves 59-60 parenchyma 54-55 posterior fossa 61 semiology in neuroimaging 53-54 ventricular system 61 white matter 58-59 Aneurysmal bone cyst (ABC) 634 Anger camera 33 components of 34 principle 21 Angiodysplasia 688 Angiomyolipomas 528 Angiotensin-converting enzyme inhibitors (ACEI) 526 Angular gyrus 164 Annihilation coincidence-detection systems 355-356 Annihilation process 35 Anterior aortic arch 81 Anterior fibromuscular stroma (AFMS) 533 Anterior oral cavity 232 Anterior pararenal space 106, 107 Anterior segment bronchi 76, 79 Anterior subphrenic space 104 Anterior temporal pole 164 Antibody-dependent cellular-mediated cytotoxicity (ADCC) 859 Antineutrophil cytoplasmic antibody (ANCA) 285 Aorta diseases of 274 large vessel vasculitis of 288 Aortic arch and aorto-pulmonary window 81-83 Aortic dissection (AD) 301-302 Aortic wall, changes in 286 Aortitis, imaging of 292 Aortoenteric fistulas (AEFs) 303-305 Apical segment bronchus 76, 79 Apparent diffusion coefficient (ADC) 138, 197, 334, 346, 412 Appendiceal malignancies 427-432 appendiceal NET imaging 428-429 mucinous neoplasms 429-431 Appendix adenocarcinoma 431 infected aortic endovascular stent 724 test accuracy 723 treatment response 724-725 Carina, level of 79 Carney-Statakis syndrome 420 Carotid Occlusion Surgery Study 169 Carotid space 64 Cartesian plane 46 Catheter angiography, renal artery stenosis 526 CBF.See Cerebral blood flow (CBF) CBV.See Cerebral blood volume (CBV) 11 C-choline PET/CT 139 prostate imaging 537, 538 CCTA-derived fractional flow reserve (CT-FFR) 266 CD.See Celiac disease (CD); Crohn's disease (CD) CECT.See Contrast-enhanced CT (CECT) Celiac disease (CD) 441 Centiloids 173 Central nervous system (CNS) 194 anatomy of coverings of 54 compartments and structures of 54 imaging 681-685 Central zone (CZ), prostate gland 533 Cerebral blood flow (CBF) 165, 169, 196 Cerebral blood volume (CBV) 165, 166, 196, 197 Cerebral commissures 59 Cerebral cortex, functional anatomy of 55-57 Cerebral hyperperfusion syndrome (CHS) 169-170 Cerebral metabolic rate of oxygen (CMRO 2 ) 166, 167 Cerebral perfusion 681-683 Cerebral vasoreactivity (CVR) 168 Cerebrospinal fluid (CSF) 53, 61 Cerebrovascular disease 165-170 hemodynamic risk evaluation in 167-169, 170 ischemic severity evaluation in 166-167 postoperative CHS 169-170 Cervical cancer 445 Cervical lymph node metastasis 250 Cervical spine 117-119 kyphoscoliosis 223 lower 118-119 sequential interpretation of 119 upper 117-118 Cervix 110 CEST.See Chemical exchange saturation transfer (CEST) 11 C-Flumazenil 178 CFR.See Coronary flow reserve (CFR) Chemical exchange saturation transfer (CEST) 198 Chemical shift MRI, adrenal adenomas 498 Chemotherapy 239, 240 Chest pain 671 Chest radiography (CRs) 311 mediastinal tumors 344-345 pleural diseases 343 SPN detection 333 teratomas 347 thymoma 345 Chest X-ray for lung cancer 335 Cholangiocarcinoma 468, 469 Cholecystocolonic fistula 472, 475 Cholecystojejunostomy 475, 478 Choledochal cysts 457, 458 Choline 139-141 Chordoma, spinal 636-638 Chronic aortic dissection (AD) 302 Chronic cerebrovascular disease 167-169 Chronic gastroesophageal reflux 444 Chronic obstructive pulmonary disease (COPD) 324-325 Chronic rejection, renal transplant and 528 CHS.See Cerebral hyperperfusion syndrome (CHS) Classical lissencephaly 180 CMD.See Coronary microvascular dysfunction (CMD) 11 C-methionine PET 181 CMR.See Cardiac magnetic resonance (CMR) CNS.See Central nervous system (CNS) Cobblestone lissencephaly 180 Coccyx 123 Cochlear nerve 60 Collecting system phase, in nephrography 523 Colon cancer multiple diagnoses of 436 recurrent 437 FDG uptake 5 transverse diameter of 98 Colonic-type neoplasms 431 Colon transit scintigraphy 394-395, 396, 397 Color Doppler ultrasound prostate imaging 535 renal transplant evaluation 527 testicular torsion 675 Colorectal cancer 432-437 Commissural fibers 59 Common bile duct 97 Common hepatic artery (CHA) 89 Complete response (CR) 195 Computed tomography (CT) 1, 2, 30-31, 49, 133, 219 acquisition system 31, 32 Cardiovascular infections (cont'd) 10.1002/9781119603627.index, Downloaded from https://onlinelibrary.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.808 | 0.729 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".