# BME/MEDPHYS 580: The Physics of Medical Imaging with Ionizing Radiation | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BME_MEDPHYS_580) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 96cc4de89ac4122f66de06eb4920f8dd25f0639276a6ce60b69318f019b22ba7 ### course id BME/MEDPHYS 580 ### course uid course\_003d15a88132b0ba8abc3a08 ### catalog version id 9c2d93d31d6e058cfc4ced86d0b931c482a66244f5bb4c4cc4db23cf53dea00f ### course number 580 ### subjects * BME * MEDPHYS ### title THE PHYSICS OF MEDICAL IMAGING WITH IONIZING RADIATION ### description Concepts and principles on the physics of medical imaging systems that form images using high energy photons are presented. Such systems are divided into two categories: (1) those based on the transmission of x-rays through the human body, including radiography, mammography, fluoroscopy, and computed tomography (CT), and (2) those based on the emission of gamma rays or annihilation radiation following radioactive decay of an internal radiolabeled molecule, including the gamma camera, single photon emission tomography (SPECT), and positron emission tomography (PET) and PET hybrid imaging systems. Emphasis is placed on understanding how physics, system design, and imaging technique determine image performance metrics such as contrast, signal-to-noise ratio, and spatial resolution. Clinical applications and radiation safety concepts are detailed for the different types of imaging systems. ### requirements text PHYSICS/​B M E/​H ONCOL/​MED PHYS  501andMED PHYS/​B M E  573 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 26f0b7cb65549dd5fd0ae5c86564262bb7b4d1c8ca5f7ec777f1f005ccc4125e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers the physics of medical imaging systems using high energy photons, including X-ray, CT, SPECT, and PET modalities. ### llm topics * X-ray based imaging: radiography, mammography, fluoroscopy, CT. * Emission based imaging: gamma camera, SPECT, PET. * Image performance metrics: contrast, SNR, spatial resolution. ### llm skills * Analyzing image performance metrics (contrast, SNR, resolution). * Applying radiation safety concepts to clinical imaging. ### llm assumed background * Radiation physics, dosimetry, and underlying physics/math prerequisites. * Mathematical methods, signal analysis, and optimization. ### llm search phrases * medical imaging physics * ionizing radiation imaging * CT SPECT PET physics * radiation dosimetry * image quality metrics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 1921e3e2c6d1a785992a64178bf0fbab0d8c1101d5928e4db1590e84112319dd #### course id BME/MEDPHYS 580 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2024: 3.79 GPA, 94.1% A/AB (n=17 letter grades); Spring 2025: 3.80 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 3.83 GPA, 93.3% A/AB (n=15 letter grades). ```json { "citations": [ { "course_id": "BME/MEDPHYS 580", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1e284ce9-a9e8-39e2-a953-6ec3e64f2a46", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "BME/MEDPHYS 580", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1e284ce9-a9e8-39e2-a953-6ec3e64f2a46", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "BME/MEDPHYS 580", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "1e284ce9-a9e8-39e2-a953-6ec3e64f2a46", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "PHYSICS/B M E/H ONCOL/MED PHYS 501andMED PHYS/B M E 573", "id": "n0", "kind": "all" }, { "children": [], "condition": null, "course": { "course_number": 501, "minimum_grade": null, "subjects": [ "BME", "HONCOL", "MEDPHYS", "PHYSICS" ], "timing": "prior" }, "evidence": "PHYSICS/B M E/H ONCOL/MED PHYS 501", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 573, "minimum_grade": null, "subjects": [ "BME", "MEDPHYS" ], "timing": "prior" }, "evidence": "MED PHYS/B M E 573", "id": "n2", "kind": "course" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_1fc046b8d9b97155c990f93f", "source": "madgrades", "source_instructor_id": "909667", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRADLEY CHRISTIAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.797, "graded": 86, "counts": [ 54, 29, 3, 0, 0, 0, 0 ], "sections": 60 }, "instructor_url": "/instructors/BRADLEY_CHRISTIAN--instructor_1fc046b8d9b97155c990f93f" }, { "instructor_uid": "instructor_b66fa8097f7dac121d44206a", "source": "madgrades", "source_instructor_id": "929603", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL SPEIDEL", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.797, "graded": 148, "counts": [ 93, 50, 5, 0, 0, 0, 0 ], "sections": 49 }, "instructor_url": "/instructors/MICHAEL_SPEIDEL--instructor_b66fa8097f7dac121d44206a" }, { "instructor_uid": "instructor_d19a5a210d6346a2602b509b", "source": "madgrades", "source_instructor_id": "5782145", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MAX MCLACHLAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.783, "graded": 23, "counts": [ 14, 8, 1, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/MAX_MCLACHLAN" }, { "instructor_uid": "instructor_18aaf6f7960a101fd287f719", "source": "madgrades", "source_instructor_id": "3356360", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL ELLISON", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.662, "graded": 151, "counts": [ 81, 41, 27, 1, 1, 0, 0 ], "sections": 19 }, "instructor_url": "/instructors/PAUL_ELLISON--instructor_18aaf6f7960a101fd287f719" }, { "instructor_uid": "instructor_b0359d25ba357ab68a7ed10c", "source": "madgrades", "source_instructor_id": "5876577", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BRECCA BETTCHER", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.794, "graded": 17, "counts": [ 11, 5, 1, 0, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/BRECCA_BETTCHER" }, { "instructor_uid": "instructor_e048a4eb1640745b17a67ca0", "source": "madgrades", "source_instructor_id": "5730830", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ARIA SALYAPONGSE", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.814, "graded": 35, "counts": [ 23, 11, 1, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/ARIA_SALYAPONGSE--instructor_e048a4eb1640745b17a67ca0" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/MEDPHYS 580", "course_uid": "course_003d15a88132b0ba8abc3a08", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Bradley Christian", "Michael Speidel" ], "a": 11, "ab": 8, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "BME/MEDPHYS 580" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/MEDPHYS 580", "course_uid": "course_003d15a88132b0ba8abc3a08", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Bradley Christian", "MAX MCLACHLAN", "Michael Speidel" ], "a": 14, "ab": 8, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 24, "source_aliases": [ "BME/MEDPHYS 580" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/MEDPHYS 580", "course_uid": "course_003d15a88132b0ba8abc3a08", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "BRECCA BETTCHER", "Bradley Christian", "Michael Speidel", "Paul Ellison" ], "a": 11, "ab": 5, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "BME/MEDPHYS 580" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/MEDPHYS 580", "course_uid": "course_003d15a88132b0ba8abc3a08", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "ARIA SALYAPONGSE", "Bradley Christian", "Michael Speidel", "Paul Ellison" ], "a": 12, "ab": 8, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "BME/MEDPHYS 580" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/MEDPHYS 580", "course_uid": "course_003d15a88132b0ba8abc3a08", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "ARIA SALYAPONGSE", "Michael Speidel", "Paul Ellison" ], "a": 11, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "BME/MEDPHYS 580" ] } ] ``` ### statistics #### gpa 3.789 #### graded 95 #### counts * 59 * 32 * 4 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_003d15a88132b0ba8abc3a08-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_003d15a88132b0ba8abc3a08-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_003d15a88132b0ba8abc3a08-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_003d15a88132b0ba8abc3a08-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_003d15a88132b0ba8abc3a08-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_003d15a88132b0ba8abc3a08-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.789473684210526 #### count 95 #### university ##### size 2947 ##### gpa Percentile 56 ##### count Percentile 43 ##### median Count 113 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 200 | false | | 3.2–3.6 | 728 | false | | 3.6–4.0 | 2007 | true | #### departments ```json [ { "subject": "BME", "comparison": { "size": 25, "gpaPercentile": 46, "countPercentile": 29, "medianCount": 153, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } }, { "subject": "MEDPHYS", "comparison": null } ] ``` ### terms #### 1224 ##### term 1224 ##### gpa 3.75 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | MEDPHYS | | #### 1234 ##### term 1234 ##### gpa 3.782608695652174 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | MEDPHYS | | #### 1244 ##### term 1244 ##### gpa 3.7941176470588234 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | MEDPHYS | | #### 1254 ##### term 1254 ##### gpa 3.8 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | MEDPHYS | | #### 1264 ##### term 1264 ##### gpa 3.8333333333333335 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | MEDPHYS | | ### benchmarks #### all ##### school ###### size 2947 ###### gpa 3.684503227431485 ###### top Share 83.48969667841149 ###### count 113 ##### BME ###### size 25 ###### gpa 3.7587166145950506 ###### top Share 88.18620428354407 ###### count 153 #### terms ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### BME ###### size 13 ###### gpa 3.7686698353645096 ###### top Share 88.43832733164831 ###### count 62 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### BME ###### size 11 ###### gpa 3.7017837045888244 ###### top Share 82.539715309814 ###### count 66 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### BME ###### size 13 ###### gpa 3.754893169650072 ###### top Share 87.34999687251874 ###### count 60 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### BME ###### size 12 ###### gpa 3.768611233919613 ###### top Share 88.43061421165915 ###### count 72 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### BME ###### size 14 ###### gpa 3.7528996650219564 ###### top Share 87.71281693433329 ###### count 56.5 ## instructor Trends ```json [ { "uid": "instructor_b66fa8097f7dac121d44206a", "name": "MICHAEL SPEIDEL", "count": 95, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.75 }, { "term": "1234", "count": 23, "sections": 1, "gpa": 3.782608695652174 }, { "term": "1244", "count": 17, "sections": 1, "gpa": 3.7941176470588234 }, { "term": "1254", "count": 20, "sections": 1, "gpa": 3.8 }, { "term": "1264", "count": 15, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_1fc046b8d9b97155c990f93f", "name": "BRADLEY CHRISTIAN", "count": 80, "terms": [ { "term": "1224", "count": 20, "sections": 1, "gpa": 3.75 }, { "term": "1234", "count": 23, "sections": 1, "gpa": 3.782608695652174 }, { "term": "1244", "count": 17, "sections": 1, "gpa": 3.7941176470588234 }, { "term": "1254", "count": 20, "sections": 1, "gpa": 3.8 } ] }, { "uid": "instructor_18aaf6f7960a101fd287f719", "name": "PAUL ELLISON", "count": 52, "terms": [ { "term": "1244", "count": 17, "sections": 1, "gpa": 3.7941176470588234 }, { "term": "1254", "count": 20, "sections": 1, "gpa": 3.8 }, { "term": "1264", "count": 15, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_e048a4eb1640745b17a67ca0", "name": "ARIA SALYAPONGSE", "count": 35, "terms": [ { "term": "1254", "count": 20, "sections": 1, "gpa": 3.8 }, { "term": "1264", "count": 15, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_d19a5a210d6346a2602b509b", "name": "MAX MCLACHLAN", "count": 23, "terms": [ { "term": "1234", "count": 23, "sections": 1, "gpa": 3.782608695652174 } ] }, { "uid": "instructor_b0359d25ba357ab68a7ed10c", "name": "BRECCA BETTCHER", "count": 17, "terms": [ { "term": "1244", "count": 17, "sections": 1, "gpa": 3.7941176470588234 } ] } ] ``` ## following | code | title | | ----------- | ------------------------------------------------------ | | MEDPHYS 581 | LABORATORY FOR MEDICAL IMAGING WITH IONIZING RADIATION | | MEDPHYS 662 | RAD LAB - DIAGNOSTIC RADIOLOGICAL PHYSICS | | MEDPHYS 663 | RAD LAB - NUCLEAR MEDICINE PHYSICS | | MEDPHYS 665 | RAD LAB - CT, MRI, AND DSA PHYSICS |