# MEDPHYS/PHYSICS 265: Introduction to Medical Physics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MEDPHYS_PHYSICS_265) ## 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 fd1309c1c79313df55d9ab7c5d1ec886387dd7ae1aeb0c83e9cd3010d22309da ### course id MEDPHYS/PHYSICS 265 ### course uid course\_afbe10c085fb46963211903a ### catalog version id b9a7989d46e0b81b649d11ab08f7c4456da9f379d00c0db64b6a4034f0de0a96 ### course number 265 ### subjects * MEDPHYS * PHYSICS ### title INTRODUCTION TO MEDICAL PHYSICS ### description A general interest survey that introduces the principles and applications of medical physics. Topics include biomechanics, energy usage and temperature regulation, pressure, sound and hearing, ultrasound, electricity in the body, optics and the eye, ionizing radiation in diagnosis and therapy, radiobiology, and nuclear medicine. ### requirements text PHYSICS 104,202,208, or248 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 17c36da58b997b505698bebb597720e91ac199bdbb2c0aa390833e45e92d6c2e ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introduction to Medical Physics is a general interest survey covering principles and applications in medical physics. ### llm topics * Biomechanics, thermoregulation, acoustics, ultrasound, bioelectricity, optics, radiation, radiobiology, and nuclear medicine. ### llm skills * Understanding principles and applications of medical physics. * Knowledge of specific 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"term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Ronald Wakai" ], "a": 8, "ab": 3, "b": 8, "bc": 1, "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": [ "MEDPHYS/PHYSICS 265" ] } ] ``` ### statistics #### gpa 3.31 #### graded 321 #### counts * 84 * 75 * 132 * 22 * 6 * 1 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_afbe10c085fb46963211903a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_afbe10c085fb46963211903a-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_afbe10c085fb46963211903a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_afbe10c085fb46963211903a-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_afbe10c085fb46963211903a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_afbe10c085fb46963211903a-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.309968847352025 #### count 321 #### university ##### size 4298 ##### gpa Percentile 13 ##### count Percentile 67 ##### median Count 170 ##### 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 | 0 | false | | 2.4–2.8 | 12 | false | | 2.8–3.2 | 316 | false | | 3.2–3.6 | 1235 | true | | 3.6–4.0 | 2735 | false | #### departments ```json [ { "subject": "MEDPHYS", "comparison": { "size": 14, "gpaPercentile": 0, "countPercentile": 85, "medianCount": 184, "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": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } }, { "subject": "PHYSICS", "comparison": { "size": 55, "gpaPercentile": 28, "countPercentile": 54, "medianCount": 264, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 25, "current": true }, { "range": "3.6–4.0", "count": 20, "current": false } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.2 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1084 ##### term 1084 ##### gpa 3.111111111111111 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1094 ##### term 1094 ##### gpa 3.0833333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1104 ##### term 1104 ##### gpa 3.5555555555555554 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1114 ##### term 1114 ##### gpa 3.4130434782608696 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1124 ##### term 1124 ##### gpa 3.2045454545454546 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1134 ##### term 1134 ##### gpa 3.1818181818181817 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1144 ##### term 1144 ##### gpa 3.2954545454545454 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1154 ##### term 1154 ##### gpa 3.25 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1164 ##### term 1164 ##### gpa 3.1904761904761907 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1174 ##### term 1174 ##### gpa 3.388888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1184 ##### term 1184 ##### gpa 3.2954545454545454 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1194 ##### term 1194 ##### gpa 3.3333333333333335 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1204 ##### term 1204 ##### gpa 3.7142857142857144 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1224 ##### term 1224 ##### gpa 3.25 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1234 ##### term 1234 ##### gpa 3.423076923076923 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1244 ##### term 1244 ##### gpa 3.45 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1254 ##### term 1254 ##### gpa 3.4 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | #### 1264 ##### term 1264 ##### gpa 3.45 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MEDPHYS | | | PHYSICS | | ### benchmarks #### all ##### school ###### size 4298 ###### gpa 3.6599169512129595 ###### top Share 81.92066096643725 ###### count 170 ##### MEDPHYS ###### size 14 ###### gpa 3.7315490796730812 ###### top Share 85.34839210427742 ###### count 184 ##### PHYSICS ###### size 55 ###### gpa 3.4942065120687484 ###### top Share 71.07697630647702 ###### count 264 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### PHYSICS ###### size 16 ###### gpa 3.1108894880966673 ###### top Share 47.458050167134125 ###### count 59.5 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### PHYSICS ###### size 12 ###### gpa 3.1702473764842423 ###### top Share 49.775051786545816 ###### count 168.5 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### PHYSICS ###### size 14 ###### gpa 3.178632776342291 ###### top Share 51.16619076525529 ###### count 107.5 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### PHYSICS ###### size 16 ###### gpa 3.222785387255704 ###### top Share 53.63817321013173 ###### count 74 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### PHYSICS ###### size 16 ###### gpa 3.1181084512466892 ###### top Share 46.59539720076321 ###### count 68 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### PHYSICS ###### size 16 ###### gpa 3.050567433698322 ###### top Share 46.105598032820275 ###### count 73 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### PHYSICS ###### size 16 ###### gpa 3.1727275737526623 ###### top Share 50.135269053135474 ###### count 60 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### PHYSICS ###### size 17 ###### gpa 3.2424179184435684 ###### top Share 54.29241615200607 ###### count 58 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### PHYSICS ###### size 17 ###### gpa 3.2209059569767207 ###### top Share 53.69456285010276 ###### count 55 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### PHYSICS ###### size 18 ###### gpa 3.189876123041449 ###### top Share 52.313536759438094 ###### count 72 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### PHYSICS ###### size 18 ###### gpa 3.213106131416138 ###### top Share 50.20803833029832 ###### count 62.5 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### PHYSICS ###### size 19 ###### gpa 3.2111027497159728 ###### top Share 55.452763424678935 ###### count 56 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### PHYSICS ###### size 19 ###### gpa 3.1974785661066805 ###### top Share 54.774114919837935 ###### count 61 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### PHYSICS ###### size 20 ###### gpa 3.5081309082453083 ###### top Share 68.86523627487142 ###### count 42.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### PHYSICS ###### size 21 ###### gpa 3.2674950880037055 ###### top Share 54.99237015961432 ###### count 47 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### PHYSICS ###### size 19 ###### gpa 3.3315176617917044 ###### top Share 59.86959664613304 ###### count 64 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### PHYSICS ###### size 21 ###### gpa 3.4298442610054316 ###### top Share 66.31505990488392 ###### count 61 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### PHYSICS ###### size 24 ###### gpa 3.4204976248133576 ###### top Share 67.48442638438776 ###### count 67.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### PHYSICS ###### size 20 ###### gpa 3.3226640805171783 ###### top Share 59.84154395185915 ###### count 76.5 ## instructor Trends ```json [ { "uid": "instructor_6a26503816a2bcc2f240033c", "name": "RONALD WAKAI", "count": 321, "terms": [ { "term": "1074", "count": 20, "sections": 1, "gpa": 3.2 }, { "term": "1084", "count": 9, "sections": 1, "gpa": 3.111111111111111 }, { "term": "1094", "count": 12, "sections": 1, "gpa": 3.0833333333333335 }, { "term": "1104", "count": 9, "sections": 1, "gpa": 3.5555555555555554 }, { "term": "1114", "count": 23, "sections": 1, "gpa": 3.4130434782608696 }, { "term": "1124", "count": 22, "sections": 1, "gpa": 3.2045454545454546 }, { "term": "1134", "count": 22, "sections": 1, "gpa": 3.1818181818181817 }, { "term": "1144", "count": 22, "sections": 1, "gpa": 3.2954545454545454 }, { "term": "1154", "count": 18, "sections": 1, "gpa": 3.25 }, { "term": "1164", "count": 21, "sections": 1, "gpa": 3.1904761904761907 }, { "term": "1174", "count": 18, "sections": 1, "gpa": 3.388888888888889 }, { "term": "1184", "count": 22, "sections": 1, "gpa": 3.2954545454545454 }, { "term": "1194", "count": 21, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1204", "count": 7, "sections": 1, "gpa": 3.7142857142857144 }, { "term": "1224", "count": 12, "sections": 1, "gpa": 3.25 }, { "term": "1234", "count": 13, "sections": 1, "gpa": 3.423076923076923 }, { "term": "1244", "count": 10, "sections": 1, "gpa": 3.45 }, { "term": "1254", "count": 20, "sections": 1, "gpa": 3.4 }, { "term": "1264", "count": 20, "sections": 1, "gpa": 3.45 } ] } ] ``` ## following | code | title | | --------------------------------------- | ------------------------------------------ | | BME 651 | BIOPHOTONICS LABORATORY | | BME/MEDPHYS 535 | INTRODUCTION TO ENERGY-TISSUE INTERACTIONS | | BME/MEDPHYS/PHMCOL-M/PHYSICS/RADIOL 619 | MICROSCOPY OF LIFE |